{
  "report": {
    "id": 64,
    "period": "[stored-core] Jun 24 - Jul 08, 2026 (Part 2 of 6)",
    "created_at": "2026-07-08T10:58:04.044755+00:00",
    "workflow_note": "pf done"
  },
  "generation_diagnostics": {
    "available": true,
    "generated_at": "2026-07-08T10:58:43.202846Z",
    "tag": "stored-core",
    "media_scope": "all_media",
    "generation_strategy": "deep_chunked_two_pass_candidate_discovery_and_validation",
    "report_profile": "deep",
    "model": "~google/gemini-flash-latest",
    "previous_report_context": {
      "report_id": 56,
      "created_at": "2026-07-06T22:26:26.377993+00:00",
      "date_range": "[stored-core] Jun 22 - Jul 06, 2026",
      "trends": [
        {
          "trend_name": "Tiered Ruffle-Back Less Gowns",
          "trend_type": "silhouette",
          "trend_signal_strength": "strong",
          "confidence_score": 0.96,
          "matching_image_count": 10,
          "matching_parent_post_count": 10,
          "keywords": [
            "backless ruffle dress",
            "over the shoulder pose",
            "resort event wear",
            "tiered maxi gown"
          ],
          "description": "Elegant maxi and midi dresses featuring prominent ruffle trims along the open back, straps, or tiered hemline, optimized for stunning 'over-the-shoulder' vacation photography."
        },
        {
          "trend_name": "Sweet Butter Yellow & Lemon Zest",
          "trend_type": "color",
          "trend_signal_strength": "strong",
          "confidence_score": 0.95,
          "matching_image_count": 12,
          "matching_parent_post_count": 12,
          "keywords": [
            "butter yellow",
            "lemon yellow dress",
            "pastel formalwear",
            "creamy yellow aesthetic"
          ],
          "description": "Soft, creamy pastels and light lemon yellow tones running through floaty weekend midis, formal occasion wear, and resort coordinated sets."
        },
        {
          "trend_name": "Drenched Monochromatic Bold Red",
          "trend_type": "color",
          "trend_signal_strength": "strong",
          "confidence_score": 0.94,
          "matching_image_count": 12,
          "matching_parent_post_count": 12,
          "keywords": [
            "monochromatic red",
            "red mini dress",
            "cherry red coordinate",
            "bold event outfit"
          ],
          "description": "Vibrant, head-to-toe monochromatic styling utilizing highly saturated crimson, cherry, and candy red palettes across mini dresses, coordinates, and footwear."
        },
        {
          "trend_name": "Wavy Scalloped Edge Coordinates",
          "trend_type": "styling_formula",
          "trend_signal_strength": "medium",
          "confidence_score": 0.88,
          "matching_image_count": 7,
          "matching_parent_post_count": 7,
          "keywords": [
            "scalloped hem shorts",
            "scallop edge coordinate",
            "wavy hem detail",
            "summer matching set"
          ],
          "description": "Coordinated summer shorts-and-top sets boasting decorative scalloped, wavy edge borders that mimic gentle organic wave forms."
        },
        {
          "trend_name": "High-Impact Kinetic Fringe",
          "trend_type": "texture",
          "trend_signal_strength": "medium",
          "confidence_score": 0.85,
          "matching_image_count": 10,
          "matching_parent_post_count": 10,
          "keywords": [
            "fringe hem detail",
            "kinetic fringe dress",
            "fringe midi skirt",
            "textured resortwear"
          ],
          "description": "Knit coordinates, midi skirts, and mini dresses featuring heavy hanging fringe trim details designed to capture beautiful kinetic motion."
        },
        {
          "trend_name": "Low-Slung Drop Waist Silhouettes",
          "trend_type": "silhouette",
          "trend_signal_strength": "strong",
          "confidence_score": 0.91,
          "matching_image_count": 8,
          "matching_parent_post_count": 8,
          "keywords": [
            "drop waist gown",
            "low waist silhouette",
            "asymmetrical drop waist",
            "elegant summer midi"
          ],
          "description": "Maxi and midi dresses designed with an elongated bodice and a stylized waistline seam dropped low past the natural hips, creating a modern column-like torso."
        },
        {
          "trend_name": "Lace & Eyelet Cottage Romance",
          "trend_type": "texture",
          "trend_signal_strength": "strong",
          "confidence_score": 0.9,
          "matching_image_count": 8,
          "matching_parent_post_count": 8,
          "keywords": [
            "eyelet mini dress",
            "cream eyelet jacket",
            "lace detailing",
            "cottagecore romance"
          ],
          "description": "Delicate white and cream dresses, rompers, and outerwear highlighting complex geometric eyelet details, scalloped lace inserts, and breezy open floral stitch structures."
        }
      ]
    },
    "vision_preflight": {
      "enabled": true,
      "since": "2026-06-24T10:57:20.123716Z",
      "media_scope": "all_media",
      "batch_size": 500,
      "max_batches": 20,
      "batch_count": 1,
      "images_requested": 0,
      "images_analyzed": 0,
      "posts_touched": 0,
      "reached_batch_cap": false,
      "batches": [
        {
          "batch_number": 1,
          "images_requested": 0,
          "images_analyzed": 0,
          "posts_touched": 0,
          "completion_reconciled": false
        }
      ]
    },
    "chunking": {
      "enabled": true,
      "chunk_number": 2,
      "chunk_count": 6,
      "max_posts_per_chunk": 200,
      "max_media_per_chunk": 500,
      "chunk_post_count": 200,
      "chunk_media_count": 200,
      "full_source_post_count": 1563,
      "full_eligible_post_count": 1169,
      "full_source_media_count": 2075
    },
    "criteria": {
      "time_window_days": 14,
      "window_start": "2026-06-24T10:57:20.123716Z",
      "minimum_confidence": 0.7,
      "minimum_matching_images": 4,
      "minimum_parent_posts": 3,
      "maximum_images_per_parent_post": 2,
      "preferred_matching_images": "6-12 when available; 4+ accepted for emerging micro-trends",
      "visual_similarity_is_primary": true,
      "caption_required": true,
      "single_campaign_trends_excluded": true,
      "media_refs_can_support_multiple_trends": true,
      "deep_report_max_posts": 200,
      "deep_report_max_media": 500
    },
    "source_post_count": 1563,
    "source_media_count": 2075,
    "eligible_post_count": 1169,
    "chunk_post_count": 200,
    "chunk_media_count": 200,
    "analyzed_post_count": 200,
    "analyzed_post_ids": [
      150354,
      150356,
      150357,
      150358,
      150359,
      150360,
      150348,
      150338,
      150340,
      150341,
      150347,
      150346,
      150339,
      150342,
      150343,
      150345,
      150349,
      150332,
      150337,
      150326,
      150331,
      150336,
      150330,
      150329,
      150328,
      150327,
      150333,
      150318,
      150320,
      150321,
      150325,
      150324,
      150323,
      150315,
      150317,
      150319,
      150305,
      150306,
      150307,
      150308,
      150310,
      150311,
      150313,
      150312,
      150309,
      150314,
      150303,
      150304,
      150302,
      150294,
      150295,
      150291,
      150296,
      150297,
      150293,
      150299,
      150300,
      150301,
      150286,
      150290,
      150280,
      150281,
      150285,
      150289,
      150279,
      150282,
      150283,
      150284,
      150288,
      150270,
      150278,
      150277,
      150267,
      150268,
      150269,
      150271,
      150272,
      150274,
      150275,
      150276,
      150260,
      150262,
      150263,
      150266,
      150265,
      150256,
      150261,
      150255,
      150264,
      150259,
      150257,
      150229,
      150252,
      150219,
      150220,
      150238,
      150242,
      150249,
      150251,
      150231,
      150237,
      150222,
      150224,
      150225,
      150226,
      150227,
      150233,
      150234,
      150235,
      150239,
      150245,
      150248,
      150250,
      150254,
      150221,
      150232,
      150243,
      150244,
      150253,
      150190,
      150189,
      150194,
      150198,
      150197,
      150199,
      150191,
      150195,
      150187,
      150182,
      150183,
      150184,
      150185,
      150178,
      150179,
      150180,
      150181,
      150186,
      150176,
      150177,
      150169,
      150174,
      150170,
      150171,
      150166,
      150159,
      150157,
      150156,
      150152,
      150163,
      150155,
      150140,
      150151,
      150150,
      150149,
      150147,
      150148,
      150143,
      150144,
      150145,
      150146,
      150118,
      150122,
      150120,
      150123,
      150125,
      150126,
      150127,
      150130,
      150133,
      150135,
      150138,
      150139,
      150116,
      150129,
      150110,
      150109,
      150106,
      150104,
      150099,
      150085,
      150084,
      150076,
      150072,
      150070,
      150067,
      150063,
      150059,
      150115,
      150077,
      150079,
      150080,
      150093,
      150094,
      150098,
      150101,
      150102,
      150103,
      150112,
      150114,
      150064
    ],
    "analyzed_media_count": 200,
    "analyzed_media_refs": [
      "150354:1",
      "150356:1",
      "150357:1",
      "150358:1",
      "150359:1",
      "150360:1",
      "150348:1",
      "150338:1",
      "150340:1",
      "150341:1",
      "150347:1",
      "150346:1",
      "150339:1",
      "150342:1",
      "150343:1",
      "150345:1",
      "150349:1",
      "150332:1",
      "150337:1",
      "150326:1",
      "150331:1",
      "150336:1",
      "150330:1",
      "150329:1",
      "150328:1",
      "150327:1",
      "150333:1",
      "150318:1",
      "150320:1",
      "150321:1",
      "150325:1",
      "150324:1",
      "150323:1",
      "150315:1",
      "150317:1",
      "150319:1",
      "150305:1",
      "150306:1",
      "150307:1",
      "150308:1",
      "150310:1",
      "150311:1",
      "150313:1",
      "150312:1",
      "150309:1",
      "150314:1",
      "150303:1",
      "150304:1",
      "150302:1",
      "150294:1",
      "150295:1",
      "150291:1",
      "150296:1",
      "150297:1",
      "150293:1",
      "150299:1",
      "150300:1",
      "150301:1",
      "150286:1",
      "150290:1",
      "150280:1",
      "150281:1",
      "150285:1",
      "150289:1",
      "150279:1",
      "150282:1",
      "150283:1",
      "150284:1",
      "150288:1",
      "150270:1",
      "150278:1",
      "150277:1",
      "150267:1",
      "150268:1",
      "150269:1",
      "150271:1",
      "150272:1",
      "150274:1",
      "150275:1",
      "150276:1",
      "150260:1",
      "150262:1",
      "150263:1",
      "150266:1",
      "150265:1",
      "150256:1",
      "150261:1",
      "150255:1",
      "150264:1",
      "150259:1",
      "150257:1",
      "150229:1",
      "150252:1",
      "150219:1",
      "150220:1",
      "150238:1",
      "150242:1",
      "150249:1",
      "150251:1",
      "150231:1",
      "150237:1",
      "150222:1",
      "150224:1",
      "150225:1",
      "150226:1",
      "150227:1",
      "150233:1",
      "150234:1",
      "150235:1",
      "150239:1",
      "150245:1",
      "150248:1",
      "150250:1",
      "150254:1",
      "150221:1",
      "150232:1",
      "150243:1",
      "150244:1",
      "150253:1",
      "150190:1",
      "150189:1",
      "150194:1",
      "150198:1",
      "150197:1",
      "150199:1",
      "150191:1",
      "150195:1",
      "150187:1",
      "150182:1",
      "150183:1",
      "150184:1",
      "150185:1",
      "150178:1",
      "150179:1",
      "150180:1",
      "150181:1",
      "150186:1",
      "150176:1",
      "150177:1",
      "150169:1",
      "150174:1",
      "150170:1",
      "150171:1",
      "150166:1",
      "150159:1",
      "150157:1",
      "150156:1",
      "150152:1",
      "150163:1",
      "150155:1",
      "150140:1",
      "150151:1",
      "150150:1",
      "150149:1",
      "150147:1",
      "150148:1",
      "150143:1",
      "150144:1",
      "150145:1",
      "150146:1",
      "150118:1",
      "150122:1",
      "150120:1",
      "150123:1",
      "150125:1",
      "150126:1",
      "150127:1",
      "150130:1",
      "150133:1",
      "150135:1",
      "150138:1",
      "150139:1",
      "150116:1",
      "150129:1",
      "150110:1",
      "150109:1",
      "150106:1",
      "150104:1",
      "150099:1",
      "150085:1",
      "150084:1",
      "150076:1",
      "150072:1",
      "150070:1",
      "150067:1",
      "150063:1",
      "150059:1",
      "150115:1",
      "150077:1",
      "150079:1",
      "150080:1",
      "150093:1",
      "150094:1",
      "150098:1",
      "150101:1",
      "150102:1",
      "150103:1",
      "150112:1",
      "150114:1",
      "150064:1"
    ],
    "full_source_prompt_character_count": 78417,
    "source_prompt_character_count": 78417,
    "prompt_character_count": 78417,
    "prompt_character_limit": 120000,
    "prompt_was_truncated": false,
    "candidate_prompt_character_count": 83841,
    "validation_prompt_character_count": 90851,
    "candidate_reasoning_scratchpad": "We are experiencing a strong seasonal bifurcation where high-glam resort eveningwear heavily correlates with romantic coastal travel backdrops, while daytime looks lean into varsity-inspired collegiate aesthetics. The dominance of backless silhouettes paired with ruffles or textured trims persists alongside a crisp rise in structured sport-tailoring and preppy heritage knits.",
    "validation_reasoning_scratchpad": "We successfully validated several key trends from late June/early July, identifying sustained energy in dramatic ruffled backless gowns and soft cream-lemon tones. Strategic rhinestone grids and structured asymmetrical peplums emerged as high-signal net-new summer highlights, while preppy varsity knits showed a strong transitional pattern as consumers prepare for early autumn styling.",
    "ai_discovered_candidate_count": 8,
    "candidate_trends": [
      {
        "candidate_name": "Tiered Ruffle-Back Less Gowns",
        "trend_type": "outfit",
        "visual_axis": "silhouette",
        "historical_relationship": "sustained",
        "seed_media_count": 8,
        "seed_media_refs": [
          "150343:1",
          "150332:1",
          "150326:1",
          "150327:1",
          "150231:1",
          "150222:1",
          "150224:1",
          "150276:1"
        ],
        "visual_cues": [
          "backless silhouette",
          "ruffle back detail",
          "flowing maxi skirt",
          "tiered hemline",
          "mermaid silhouette"
        ]
      },
      {
        "candidate_name": "Sweet Butter Yellow & Lemon Zest",
        "trend_type": "color",
        "visual_axis": "color",
        "historical_relationship": "sustained",
        "seed_media_count": 8,
        "seed_media_refs": [
          "150343:1",
          "150332:1",
          "150331:1",
          "150319:1",
          "150309:1",
          "150303:1",
          "150269:1",
          "150360:1"
        ],
        "visual_cues": [
          "butter yellow",
          "pale yellow maxi dress",
          "creamy lemon yellow",
          "yellow pleated detail"
        ]
      },
      {
        "candidate_name": "Preppy Varsity & Heritage Knits",
        "trend_type": "outfit",
        "visual_axis": "styling_formula",
        "historical_relationship": "net_new",
        "seed_media_count": 7,
        "seed_media_refs": [
          "150147:1",
          "150143:1",
          "150122:1",
          "150120:1",
          "150127:1",
          "150110:1",
          "150064:1"
        ],
        "visual_cues": [
          "cable knit textures",
          "contrasting collar/trim stitching",
          "striped cardigans",
          "pearl strand necklaces",
          "polo necklines"
        ]
      },
      {
        "candidate_name": "Rhinestone Grid & Crystal Cutouts",
        "trend_type": "outfit",
        "visual_axis": "texture",
        "historical_relationship": "net_new",
        "seed_media_count": 5,
        "seed_media_refs": [
          "150358:1",
          "150312:1",
          "150285:1",
          "150221:1",
          "150232:1"
        ],
        "visual_cues": [
          "rhinestone cutout bodice",
          "crystal embellishment",
          "white or cream maxi base",
          "sparkly cutout details"
        ]
      },
      {
        "candidate_name": "Asymmetrical Peplum & Structured Tops",
        "trend_type": "outfit",
        "visual_axis": "silhouette",
        "historical_relationship": "net_new",
        "seed_media_count": 5,
        "seed_media_refs": [
          "150299:1",
          "150284:1",
          "150288:1",
          "150278:1",
          "150099:1"
        ],
        "visual_cues": [
          "peplum silhouette",
          "strapless structuring",
          "sheer overlay skirt paired with peplum top",
          "structured waist flare"
        ]
      },
      {
        "candidate_name": "Zebra Print & Animal Panel Coordinates",
        "trend_type": "outfit",
        "visual_axis": "other",
        "historical_relationship": "net_new",
        "seed_media_count": 4,
        "seed_media_refs": [
          "150323:1",
          "150274:1",
          "150244:1",
          "150300:1"
        ],
        "visual_cues": [
          "zebra print pattern",
          "black and white animal stripe",
          "one-shoulder or halter silhouettes",
          "flowing satin panels"
        ]
      },
      {
        "candidate_name": "Draped Scarf Necklines & Halters",
        "trend_type": "outfit",
        "visual_axis": "silhouette",
        "historical_relationship": "net_new",
        "seed_media_count": 5,
        "seed_media_refs": [
          "150338:1",
          "150345:1",
          "150260:1",
          "150259:1",
          "150253:1"
        ],
        "visual_cues": [
          "draped scarf neckline",
          "chose high neck halter",
          "satin slip fabric",
          "open back with neck fastening"
        ]
      },
      {
        "candidate_name": "Asymmetrical Drop Waist Silhouettes",
        "trend_type": "outfit",
        "visual_axis": "silhouette",
        "historical_relationship": "evolving",
        "seed_media_count": 6,
        "seed_media_refs": [
          "150354:1",
          "150348:1",
          "150311:1",
          "150302:1",
          "150301:1",
          "150253:1"
        ],
        "visual_cues": [
          "asymmetrical drop waist",
          "low waist seam",
          "v-neck knit bodice with dropped skirt",
          "mint green or golden satin fabric"
        ]
      }
    ],
    "ai_candidate_trend_count": 6,
    "ai_validated_trend_count_before_filter": 6,
    "accepted_trend_count": 6,
    "rejected_trend_count": 0,
    "rejected_trends": []
  },
  "accepted_trend_audit": [
    {
      "trend_number": 1,
      "trend_name": "Tiered Ruffle-Back Less Gowns",
      "blog_title": "The Backless Edit: Dreamy Tiered & Ruffled Maxi Gowns",
      "trend_type": "outfit",
      "signal_strength": "strong",
      "confidence_percent": 96.0,
      "matching_image_count": 8,
      "matching_parent_post_count": 8,
      "visual_similarity_reason": "Repeated visual focus on backless silhouettes combined with tiered cascading ruffles along the lower back and trailing hems.",
      "description": "Dramatic open-back or low-back floor-length gowns featuring romantic cascading ruffles, tiered hems, and mermaid-style trailing skirts.",
      "keywords": [
        "backless ruffle dress",
        "tiered maxi gown",
        "destination bridal style",
        "coastal evening wear"
      ],
      "post_ids": [
        150343,
        150332,
        150326,
        150327,
        150231,
        150222,
        150224,
        150276
      ],
      "media_refs": [
        "150343:1",
        "150332:1",
        "150326:1",
        "150327:1",
        "150231:1",
        "150222:1",
        "150224:1",
        "150276:1"
      ],
      "qualification_reason": "Accepted with 8 matching images across 8 parent posts at 96.0% confidence. Repeated visual focus on backless silhouettes combined with tiered cascading ruffles along the lower back and trailing hems."
    },
    {
      "trend_number": 2,
      "trend_name": "Sweet Butter Yellow & Lemon Zest",
      "blog_title": "Buttermilk & Zest: The New Pastel Power Color",
      "trend_type": "color",
      "signal_strength": "strong",
      "confidence_percent": 95.0,
      "matching_image_count": 8,
      "matching_parent_post_count": 8,
      "visual_similarity_reason": "Consistent butter-yellow and pale lemon color palettes executed in fluid evening silks, delicate crepes, and pleated chiffon textures.",
      "description": "Flowing formal gowns, coordinates, and slip dresses elevated in soft, pastel-tinted shades of butter, buttermilk, and warm lemon zest.",
      "keywords": [
        "butter yellow dress",
        "lemon zest aesthetic",
        "pastel formal wear",
        "cream yellow maxi"
      ],
      "post_ids": [
        150343,
        150332,
        150331,
        150319,
        150309,
        150303,
        150269,
        150360
      ],
      "media_refs": [
        "150343:1",
        "150332:1",
        "150331:1",
        "150319:1",
        "150309:1",
        "150303:1",
        "150269:1",
        "150360:1"
      ],
      "qualification_reason": "Accepted with 8 matching images across 8 parent posts at 95.0% confidence. Consistent butter-yellow and pale lemon color palettes executed in fluid evening silks, delicate crepes, and pleated chiffon textures."
    },
    {
      "trend_number": 3,
      "trend_name": "Preppy Varsity & Heritage Knits",
      "blog_title": "Classics in Contrast: Old Money Heritage Knits",
      "trend_type": "styling_formula",
      "signal_strength": "strong",
      "confidence_percent": 92.0,
      "matching_image_count": 7,
      "matching_parent_post_count": 7,
      "visual_similarity_reason": "Visual repetition of white and navy cable knits, preppy contrasting collar trims, and classic pearl strand necklaces.",
      "description": "Varsity-style cardigans, tennis vests, and cable knits incorporating contrasting striped trims, rich cable stitching, and elegant preppy accessories.",
      "keywords": [
        "preppy varsity knits",
        "cable knit cardigan",
        "contrast trim sweater",
        "old money aesthetic"
      ],
      "post_ids": [
        150147,
        150143,
        150122,
        150120,
        150127,
        150110,
        150064
      ],
      "media_refs": [
        "150147:1",
        "150143:1",
        "150122:1",
        "150120:1",
        "150127:1",
        "150110:1",
        "150064:1"
      ],
      "qualification_reason": "Accepted with 7 matching images across 7 parent posts at 92.0% confidence. Visual repetition of white and navy cable knits, preppy contrasting collar trims, and classic pearl strand necklaces."
    },
    {
      "trend_number": 4,
      "trend_name": "Rhinestone Grid & Crystal Cutouts",
      "blog_title": "Silver Linings: Rhinestone Grid & Glam Cutouts",
      "trend_type": "texture",
      "signal_strength": "medium",
      "confidence_percent": 88.0,
      "matching_image_count": 5,
      "matching_parent_post_count": 5,
      "visual_similarity_reason": "Strong focus on white evening gowns featuring high-contrast geometric waist or center-chest cutouts bordered by thick crystal embellishments.",
      "description": "White and cream maxi dresses and evening gowns featuring geometric waist and chest cut-outs outlined by sparkling rhinestone trims and crystal grid bands.",
      "keywords": [
        "rhinestone cutout dress",
        "crystal embellished gown",
        "white resort wear",
        "bachelorette style"
      ],
      "post_ids": [
        150358,
        150312,
        150285,
        150221,
        150232
      ],
      "media_refs": [
        "150358:1",
        "150312:1",
        "150285:1",
        "150221:1",
        "150232:1"
      ],
      "qualification_reason": "Accepted with 5 matching images across 5 parent posts at 88.0% confidence. Strong focus on white evening gowns featuring high-contrast geometric waist or center-chest cutouts bordered by thick crystal embellishments."
    },
    {
      "trend_number": 5,
      "trend_name": "Asymmetrical Peplum & Structured Tops",
      "blog_title": "Redefined Flares: Asymmetrical Peplum & Structured Tops",
      "trend_type": "silhouette",
      "signal_strength": "medium",
      "confidence_percent": 86.0,
      "matching_image_count": 5,
      "matching_parent_post_count": 5,
      "visual_similarity_reason": "Consistent strapless top structures featuring flared, structured waist peplums that create an elegant hourglass silhouette.",
      "description": "Strapless corset-style top bases fitted with dramatic, structured flared waists, paired with sheer beaded overlays, sequins, or contrast denim.",
      "keywords": [
        "peplum top",
        "strapless structuring",
        "hourglass silhouette",
        "formal separates"
      ],
      "post_ids": [
        150299,
        150284,
        150288,
        150278,
        150099
      ],
      "media_refs": [
        "150299:1",
        "150284:1",
        "150288:1",
        "150278:1",
        "150099:1"
      ],
      "qualification_reason": "Accepted with 5 matching images across 5 parent posts at 86.0% confidence. Consistent strapless top structures featuring flared, structured waist peplums that create an elegant hourglass silhouette."
    },
    {
      "trend_number": 6,
      "trend_name": "Asymmetrical Drop Waist Silhouettes",
      "blog_title": "Sophisticated Flow: Asymmetrical Drop Waist Silhouettes",
      "trend_type": "silhouette",
      "signal_strength": "medium",
      "confidence_percent": 85.0,
      "matching_image_count": 6,
      "matching_parent_post_count": 6,
      "visual_similarity_reason": "Shared visual emphasis on low-set, dropped waistlines featuring unique diagonal hip seams, relaxed knits, or soft satin fabric drape.",
      "description": "Relaxed and fluid resort-ready dresses boasting dropped hip seams, asymmetrical diagonal fabric cuts, and comfortable flared midi-to-maxi lengths.",
      "keywords": [
        "drop waist midi",
        "asymmetrical hip seam",
        "resort maxi dress",
        "relaxed formal silhouette"
      ],
      "post_ids": [
        150354,
        150348,
        150311,
        150302,
        150301,
        150253
      ],
      "media_refs": [
        "150354:1",
        "150348:1",
        "150311:1",
        "150302:1",
        "150301:1",
        "150253:1"
      ],
      "qualification_reason": "Accepted with 6 matching images across 6 parent posts at 85.0% confidence. Shared visual emphasis on low-set, dropped waistlines featuring unique diagonal hip seams, relaxed knits, or soft satin fabric drape."
    }
  ],
  "report_payload": {
    "reasoning_scratchpad": "We successfully validated several key trends from late June/early July, identifying sustained energy in dramatic ruffled backless gowns and soft cream-lemon tones. Strategic rhinestone grids and structured asymmetrical peplums emerged as high-signal net-new summer highlights, while preppy varsity knits showed a strong transitional pattern as consumers prepare for early autumn styling.",
    "content_ideas": [
      {
        "blog_title": "The Backless Edit: Dreamy Tiered & Ruffled Maxi Gowns",
        "trend_name": "Tiered Ruffle-Back Less Gowns",
        "trend_type": "outfit",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained from the previous report as a premier silhouette for destination brides and formal summer evenings.",
        "description": "Dramatic open-back or low-back floor-length gowns featuring romantic cascading ruffles, tiered hems, and mermaid-style trailing skirts.",
        "visual_similarity_reason": "Repeated visual focus on backless silhouettes combined with tiered cascading ruffles along the lower back and trailing hems.",
        "instagram_caption": "Bring the drama from every single angle. \u2728\nNothing says summer night elegance quite like cascading ruffles and an open back.\nTap the link in bio to shop our favorite sunset silhouettes. \ud83e\udd42",
        "trend_signal_strength": "strong",
        "confidence_score": 0.96,
        "keywords": [
          "backless ruffle dress",
          "tiered maxi gown",
          "destination bridal style",
          "coastal evening wear"
        ],
        "example_media_refs": [
          "150343:1",
          "150332:1",
          "150326:1",
          "150327:1",
          "150231:1",
          "150222:1",
          "150224:1",
          "150276:1"
        ],
        "example_post_ids": [
          150343,
          150332,
          150326,
          150327,
          150231,
          150222,
          150224,
          150276
        ],
        "matching_image_count": 8,
        "matching_parent_post_count": 8,
        "matching_author_count": 8,
        "generated_graphics": [
          {
            "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-7378fef6-16ce-41e4-80fd-0e31e476299d.jpg",
            "selected_image_urls": [
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731059006_18001628621957117_804247042924687860_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/722074025_18605031322049756_619806940701310512_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/704016884_18597620602032438_6833545050308611190_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/707668743_18362566315236685_4420042209338493407_n.jpg"
            ],
            "title": "Dreamy Tiered & Ruffled Maxi Gowns",
            "description": "Dramatic open-back or low-back floor-length gowns featuring romantic cascading ruffles, tiered hems, and mermaid-style trailing skirts."
          }
        ],
        "generated_graphic_urls": [
          "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-7378fef6-16ce-41e4-80fd-0e31e476299d.jpg"
        ],
        "generated_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-7378fef6-16ce-41e4-80fd-0e31e476299d.jpg",
        "selected_image_urls": [
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731059006_18001628621957117_804247042924687860_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/722074025_18605031322049756_619806940701310512_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/704016884_18597620602032438_6833545050308611190_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/707668743_18362566315236685_4420042209338493407_n.jpg"
        ]
      },
      {
        "blog_title": "Buttermilk & Zest: The New Pastel Power Color",
        "trend_name": "Sweet Butter Yellow & Lemon Zest",
        "trend_type": "color",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained as a top luxury color choice, moving from resortwear into mainstream wedding guest styling.",
        "description": "Flowing formal gowns, coordinates, and slip dresses elevated in soft, pastel-tinted shades of butter, buttermilk, and warm lemon zest.",
        "visual_similarity_reason": "Consistent butter-yellow and pale lemon color palettes executed in fluid evening silks, delicate crepes, and pleated chiffon textures.",
        "instagram_caption": "Sunkissed in sweet butter yellow. \u2600\ufe0f\ud83d\udc9b\nYour ultimate summer wardrobe update has arrived in the softest, most romantic hue of the season.\nComment 'YELLOW' for the shop link! \u2728",
        "trend_signal_strength": "strong",
        "confidence_score": 0.95,
        "keywords": [
          "butter yellow dress",
          "lemon zest aesthetic",
          "pastel formal wear",
          "cream yellow maxi"
        ],
        "example_media_refs": [
          "150343:1",
          "150332:1",
          "150331:1",
          "150319:1",
          "150309:1",
          "150303:1",
          "150269:1",
          "150360:1"
        ],
        "example_post_ids": [
          150343,
          150332,
          150331,
          150319,
          150309,
          150303,
          150269,
          150360
        ],
        "matching_image_count": 8,
        "matching_parent_post_count": 8,
        "matching_author_count": 6
      },
      {
        "blog_title": "Classics in Contrast: Old Money Heritage Knits",
        "trend_name": "Preppy Varsity & Heritage Knits",
        "trend_type": "styling_formula",
        "trend_trajectory": "net_new",
        "historical_note": "A net-new collegiate entry that signals an early transition into classic prep and varsity-inspired layering.",
        "description": "Varsity-style cardigans, tennis vests, and cable knits incorporating contrasting striped trims, rich cable stitching, and elegant preppy accessories.",
        "visual_similarity_reason": "Visual repetition of white and navy cable knits, preppy contrasting collar trims, and classic pearl strand necklaces.",
        "instagram_caption": "Serving effortless old-money energy. \ud83c\udfbe\u2728\nThese textured collegiate knits are the ultimate elevated layering piece for morning walks and golden afternoons.\nWhich look is your favorite? \ud83e\udd0d",
        "trend_signal_strength": "strong",
        "confidence_score": 0.92,
        "keywords": [
          "preppy varsity knits",
          "cable knit cardigan",
          "contrast trim sweater",
          "old money aesthetic"
        ],
        "example_media_refs": [
          "150147:1",
          "150143:1",
          "150122:1",
          "150120:1",
          "150127:1",
          "150110:1",
          "150064:1"
        ],
        "example_post_ids": [
          150147,
          150143,
          150122,
          150120,
          150127,
          150110,
          150064
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 7,
        "matching_author_count": 5,
        "generated_graphics": [
          {
            "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-1f630fa9-6369-4de6-879f-6d2b4391e233.jpg",
            "selected_image_urls": [
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/608822342_18102581917774972_5129615068872516446_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/640278074_18566559628001544_8642641134815562916_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/623695729_18560975137024088_2946901829328309052_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/670451995_1414957240437902_3034784958941792902_n.jpg"
            ],
            "title": "Old Money Heritage Knits",
            "description": "Varsity-style cardigans, tennis vests, and cable knits incorporating contrasting striped trims, rich cable stitching, and elegant preppy accessories."
          }
        ],
        "generated_graphic_urls": [
          "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-1f630fa9-6369-4de6-879f-6d2b4391e233.jpg"
        ],
        "generated_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-1f630fa9-6369-4de6-879f-6d2b4391e233.jpg",
        "selected_image_urls": [
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/608822342_18102581917774972_5129615068872516446_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/640278074_18566559628001544_8642641134815562916_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/623695729_18560975137024088_2946901829328309052_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/670451995_1414957240437902_3034784958941792902_n.jpg"
        ]
      },
      {
        "blog_title": "Silver Linings: Rhinestone Grid & Glam Cutouts",
        "trend_name": "Rhinestone Grid & Crystal Cutouts",
        "trend_type": "texture",
        "trend_trajectory": "net_new",
        "historical_note": "A net-new evening-resort development focusing on high-density crystal placement around structural cutouts.",
        "description": "White and cream maxi dresses and evening gowns featuring geometric waist and chest cut-outs outlined by sparkling rhinestone trims and crystal grid bands.",
        "visual_similarity_reason": "Strong focus on white evening gowns featuring high-contrast geometric waist or center-chest cutouts bordered by thick crystal embellishments.",
        "instagram_caption": "Catching every single light. \ud83d\udc8e\u2728\nTurn heads at your next summer event with strategic grid cutouts and luminous crystal borders.\nPerfect for bachelorettes, registry looks, and high-glam resort nights. Tap to shop!",
        "trend_signal_strength": "medium",
        "confidence_score": 0.88,
        "keywords": [
          "rhinestone cutout dress",
          "crystal embellished gown",
          "white resort wear",
          "bachelorette style"
        ],
        "example_media_refs": [
          "150358:1",
          "150312:1",
          "150285:1",
          "150221:1",
          "150232:1"
        ],
        "example_post_ids": [
          150358,
          150312,
          150285,
          150221,
          150232
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 5,
        "generated_graphics": [
          {
            "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-73cf6803-5fec-4be7-bed6-9e09e7aec772.jpg",
            "selected_image_urls": [
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/708615812_18010908977883492_6782378646331116771_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/734973662_18598517212046827_884668572848441030_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730384774_995237786454987_1747222738998264302_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/700118923_18588850423020679_3949959430273662575_n.jpg"
            ],
            "title": "Rhinestone Grid & Glam Cutouts",
            "description": "White and cream maxi dresses and evening gowns featuring geometric waist and chest cut-outs outlined by sparkling rhinestone trims and crystal grid bands."
          }
        ],
        "generated_graphic_urls": [
          "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-73cf6803-5fec-4be7-bed6-9e09e7aec772.jpg"
        ],
        "generated_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-73cf6803-5fec-4be7-bed6-9e09e7aec772.jpg",
        "selected_image_urls": [
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/708615812_18010908977883492_6782378646331116771_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/734973662_18598517212046827_884668572848441030_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730384774_995237786454987_1747222738998264302_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/700118923_18588850423020679_3949959430273662575_n.jpg"
        ]
      },
      {
        "blog_title": "Redefined Flares: Asymmetrical Peplum & Structured Tops",
        "trend_name": "Asymmetrical Peplum & Structured Tops",
        "trend_type": "silhouette",
        "trend_trajectory": "net_new",
        "historical_note": "A modern, romantic revival of the mid-2010s silhouette, styled here as a high-concept red carpet or casual chic separate.",
        "description": "Strapless corset-style top bases fitted with dramatic, structured flared waists, paired with sheer beaded overlays, sequins, or contrast denim.",
        "visual_similarity_reason": "Consistent strapless top structures featuring flared, structured waist peplums that create an elegant hourglass silhouette.",
        "instagram_caption": "The peplum silhouette, completely reimagined. \u2728\ud83e\udd0d\nCombining structured strapless bodices with dramatic waist flares for a modern romantic statement.\nStyle with denim or sheer overlays. Comment 'CHIC' for outfit links!",
        "trend_signal_strength": "medium",
        "confidence_score": 0.86,
        "keywords": [
          "peplum top",
          "strapless structuring",
          "hourglass silhouette",
          "formal separates"
        ],
        "example_media_refs": [
          "150299:1",
          "150284:1",
          "150288:1",
          "150278:1",
          "150099:1"
        ],
        "example_post_ids": [
          150299,
          150284,
          150288,
          150278,
          150099
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 5
      },
      {
        "blog_title": "Sophisticated Flow: Asymmetrical Drop Waist Silhouettes",
        "trend_name": "Asymmetrical Drop Waist Silhouettes",
        "trend_type": "silhouette",
        "trend_trajectory": "evolving",
        "historical_note": "Evolving from the previous report's structured drop waists into a fluid, asymmetrical resort styling.",
        "description": "Relaxed and fluid resort-ready dresses boasting dropped hip seams, asymmetrical diagonal fabric cuts, and comfortable flared midi-to-maxi lengths.",
        "visual_similarity_reason": "Shared visual emphasis on low-set, dropped waistlines featuring unique diagonal hip seams, relaxed knits, or soft satin fabric drape.",
        "instagram_caption": "Easy, elegant, and forever fluid. \ud83d\udd4a\ufe0f\nThe updated drop waist is all about relaxed draping and asymmetrical seams for that effortless vacation ease.\nSave this for your next packing list! \u2708\ufe0f",
        "trend_signal_strength": "medium",
        "confidence_score": 0.85,
        "keywords": [
          "drop waist midi",
          "asymmetrical hip seam",
          "resort maxi dress",
          "relaxed formal silhouette"
        ],
        "example_media_refs": [
          "150354:1",
          "150348:1",
          "150311:1",
          "150302:1",
          "150301:1",
          "150253:1"
        ],
        "example_post_ids": [
          150354,
          150348,
          150311,
          150302,
          150301,
          150253
        ],
        "matching_image_count": 6,
        "matching_parent_post_count": 6,
        "matching_author_count": 5,
        "generated_graphics": [
          {
            "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-f2a316c5-a313-407a-82ec-a3a876ebfb59.jpg",
            "selected_image_urls": [
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/707838591_17897078865462019_8433267161183416870_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/729964571_18593980366045087_206868986640366194_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/713564253_18588671956043888_4855000275100471545_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/700827538_18525737503073707_5904961872220809016_n.jpg"
            ],
            "title": "Asymmetrical Drop Waist Silhouettes",
            "description": "Relaxed and fluid resort-ready dresses boasting dropped hip seams, asymmetrical diagonal fabric cuts, and comfortable flared midi-to-maxi lengths."
          }
        ],
        "generated_graphic_urls": [
          "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-f2a316c5-a313-407a-82ec-a3a876ebfb59.jpg"
        ],
        "generated_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-f2a316c5-a313-407a-82ec-a3a876ebfb59.jpg",
        "selected_image_urls": [
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/707838591_17897078865462019_8433267161183416870_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/729964571_18593980366045087_206868986640366194_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/713564253_18588671956043888_4855000275100471545_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/700827538_18525737503073707_5904961872220809016_n.jpg"
        ]
      }
    ],
    "overview_title": "Best trends \u2764\ufe0fJuly 16th \u2764\ufe0f",
    "overview_description": "This week, high-drama eveningwear dominates the landscape as creators like @courtneysnellkuhr embrace the romanticism of tiered, ruffle-backless gowns, while @landrykiffin highlights a shift toward structured glamour with crystal-cutout grid dresses. ",
    "generation_diagnostics": {
      "available": true,
      "generated_at": "2026-07-08T10:58:43.202846Z",
      "tag": "stored-core",
      "media_scope": "all_media",
      "generation_strategy": "deep_chunked_two_pass_candidate_discovery_and_validation",
      "report_profile": "deep",
      "model": "~google/gemini-flash-latest",
      "previous_report_context": {
        "report_id": 56,
        "created_at": "2026-07-06T22:26:26.377993+00:00",
        "date_range": "[stored-core] Jun 22 - Jul 06, 2026",
        "trends": [
          {
            "trend_name": "Tiered Ruffle-Back Less Gowns",
            "trend_type": "silhouette",
            "trend_signal_strength": "strong",
            "confidence_score": 0.96,
            "matching_image_count": 10,
            "matching_parent_post_count": 10,
            "keywords": [
              "backless ruffle dress",
              "over the shoulder pose",
              "resort event wear",
              "tiered maxi gown"
            ],
            "description": "Elegant maxi and midi dresses featuring prominent ruffle trims along the open back, straps, or tiered hemline, optimized for stunning 'over-the-shoulder' vacation photography."
          },
          {
            "trend_name": "Sweet Butter Yellow & Lemon Zest",
            "trend_type": "color",
            "trend_signal_strength": "strong",
            "confidence_score": 0.95,
            "matching_image_count": 12,
            "matching_parent_post_count": 12,
            "keywords": [
              "butter yellow",
              "lemon yellow dress",
              "pastel formalwear",
              "creamy yellow aesthetic"
            ],
            "description": "Soft, creamy pastels and light lemon yellow tones running through floaty weekend midis, formal occasion wear, and resort coordinated sets."
          },
          {
            "trend_name": "Drenched Monochromatic Bold Red",
            "trend_type": "color",
            "trend_signal_strength": "strong",
            "confidence_score": 0.94,
            "matching_image_count": 12,
            "matching_parent_post_count": 12,
            "keywords": [
              "monochromatic red",
              "red mini dress",
              "cherry red coordinate",
              "bold event outfit"
            ],
            "description": "Vibrant, head-to-toe monochromatic styling utilizing highly saturated crimson, cherry, and candy red palettes across mini dresses, coordinates, and footwear."
          },
          {
            "trend_name": "Wavy Scalloped Edge Coordinates",
            "trend_type": "styling_formula",
            "trend_signal_strength": "medium",
            "confidence_score": 0.88,
            "matching_image_count": 7,
            "matching_parent_post_count": 7,
            "keywords": [
              "scalloped hem shorts",
              "scallop edge coordinate",
              "wavy hem detail",
              "summer matching set"
            ],
            "description": "Coordinated summer shorts-and-top sets boasting decorative scalloped, wavy edge borders that mimic gentle organic wave forms."
          },
          {
            "trend_name": "High-Impact Kinetic Fringe",
            "trend_type": "texture",
            "trend_signal_strength": "medium",
            "confidence_score": 0.85,
            "matching_image_count": 10,
            "matching_parent_post_count": 10,
            "keywords": [
              "fringe hem detail",
              "kinetic fringe dress",
              "fringe midi skirt",
              "textured resortwear"
            ],
            "description": "Knit coordinates, midi skirts, and mini dresses featuring heavy hanging fringe trim details designed to capture beautiful kinetic motion."
          },
          {
            "trend_name": "Low-Slung Drop Waist Silhouettes",
            "trend_type": "silhouette",
            "trend_signal_strength": "strong",
            "confidence_score": 0.91,
            "matching_image_count": 8,
            "matching_parent_post_count": 8,
            "keywords": [
              "drop waist gown",
              "low waist silhouette",
              "asymmetrical drop waist",
              "elegant summer midi"
            ],
            "description": "Maxi and midi dresses designed with an elongated bodice and a stylized waistline seam dropped low past the natural hips, creating a modern column-like torso."
          },
          {
            "trend_name": "Lace & Eyelet Cottage Romance",
            "trend_type": "texture",
            "trend_signal_strength": "strong",
            "confidence_score": 0.9,
            "matching_image_count": 8,
            "matching_parent_post_count": 8,
            "keywords": [
              "eyelet mini dress",
              "cream eyelet jacket",
              "lace detailing",
              "cottagecore romance"
            ],
            "description": "Delicate white and cream dresses, rompers, and outerwear highlighting complex geometric eyelet details, scalloped lace inserts, and breezy open floral stitch structures."
          }
        ]
      },
      "vision_preflight": {
        "enabled": true,
        "since": "2026-06-24T10:57:20.123716Z",
        "media_scope": "all_media",
        "batch_size": 500,
        "max_batches": 20,
        "batch_count": 1,
        "images_requested": 0,
        "images_analyzed": 0,
        "posts_touched": 0,
        "reached_batch_cap": false,
        "batches": [
          {
            "batch_number": 1,
            "images_requested": 0,
            "images_analyzed": 0,
            "posts_touched": 0,
            "completion_reconciled": false
          }
        ]
      },
      "chunking": {
        "enabled": true,
        "chunk_number": 2,
        "chunk_count": 6,
        "max_posts_per_chunk": 200,
        "max_media_per_chunk": 500,
        "chunk_post_count": 200,
        "chunk_media_count": 200,
        "full_source_post_count": 1563,
        "full_eligible_post_count": 1169,
        "full_source_media_count": 2075
      },
      "criteria": {
        "time_window_days": 14,
        "window_start": "2026-06-24T10:57:20.123716Z",
        "minimum_confidence": 0.7,
        "minimum_matching_images": 4,
        "minimum_parent_posts": 3,
        "maximum_images_per_parent_post": 2,
        "preferred_matching_images": "6-12 when available; 4+ accepted for emerging micro-trends",
        "visual_similarity_is_primary": true,
        "caption_required": true,
        "single_campaign_trends_excluded": true,
        "media_refs_can_support_multiple_trends": true,
        "deep_report_max_posts": 200,
        "deep_report_max_media": 500
      },
      "source_post_count": 1563,
      "source_media_count": 2075,
      "eligible_post_count": 1169,
      "chunk_post_count": 200,
      "chunk_media_count": 200,
      "analyzed_post_count": 200,
      "analyzed_post_ids": [
        150354,
        150356,
        150357,
        150358,
        150359,
        150360,
        150348,
        150338,
        150340,
        150341,
        150347,
        150346,
        150339,
        150342,
        150343,
        150345,
        150349,
        150332,
        150337,
        150326,
        150331,
        150336,
        150330,
        150329,
        150328,
        150327,
        150333,
        150318,
        150320,
        150321,
        150325,
        150324,
        150323,
        150315,
        150317,
        150319,
        150305,
        150306,
        150307,
        150308,
        150310,
        150311,
        150313,
        150312,
        150309,
        150314,
        150303,
        150304,
        150302,
        150294,
        150295,
        150291,
        150296,
        150297,
        150293,
        150299,
        150300,
        150301,
        150286,
        150290,
        150280,
        150281,
        150285,
        150289,
        150279,
        150282,
        150283,
        150284,
        150288,
        150270,
        150278,
        150277,
        150267,
        150268,
        150269,
        150271,
        150272,
        150274,
        150275,
        150276,
        150260,
        150262,
        150263,
        150266,
        150265,
        150256,
        150261,
        150255,
        150264,
        150259,
        150257,
        150229,
        150252,
        150219,
        150220,
        150238,
        150242,
        150249,
        150251,
        150231,
        150237,
        150222,
        150224,
        150225,
        150226,
        150227,
        150233,
        150234,
        150235,
        150239,
        150245,
        150248,
        150250,
        150254,
        150221,
        150232,
        150243,
        150244,
        150253,
        150190,
        150189,
        150194,
        150198,
        150197,
        150199,
        150191,
        150195,
        150187,
        150182,
        150183,
        150184,
        150185,
        150178,
        150179,
        150180,
        150181,
        150186,
        150176,
        150177,
        150169,
        150174,
        150170,
        150171,
        150166,
        150159,
        150157,
        150156,
        150152,
        150163,
        150155,
        150140,
        150151,
        150150,
        150149,
        150147,
        150148,
        150143,
        150144,
        150145,
        150146,
        150118,
        150122,
        150120,
        150123,
        150125,
        150126,
        150127,
        150130,
        150133,
        150135,
        150138,
        150139,
        150116,
        150129,
        150110,
        150109,
        150106,
        150104,
        150099,
        150085,
        150084,
        150076,
        150072,
        150070,
        150067,
        150063,
        150059,
        150115,
        150077,
        150079,
        150080,
        150093,
        150094,
        150098,
        150101,
        150102,
        150103,
        150112,
        150114,
        150064
      ],
      "analyzed_media_count": 200,
      "analyzed_media_refs": [
        "150354:1",
        "150356:1",
        "150357:1",
        "150358:1",
        "150359:1",
        "150360:1",
        "150348:1",
        "150338:1",
        "150340:1",
        "150341:1",
        "150347:1",
        "150346:1",
        "150339:1",
        "150342:1",
        "150343:1",
        "150345:1",
        "150349:1",
        "150332:1",
        "150337:1",
        "150326:1",
        "150331:1",
        "150336:1",
        "150330:1",
        "150329:1",
        "150328:1",
        "150327:1",
        "150333:1",
        "150318:1",
        "150320:1",
        "150321:1",
        "150325:1",
        "150324:1",
        "150323:1",
        "150315:1",
        "150317:1",
        "150319:1",
        "150305:1",
        "150306:1",
        "150307:1",
        "150308:1",
        "150310:1",
        "150311:1",
        "150313:1",
        "150312:1",
        "150309:1",
        "150314:1",
        "150303:1",
        "150304:1",
        "150302:1",
        "150294:1",
        "150295:1",
        "150291:1",
        "150296:1",
        "150297:1",
        "150293:1",
        "150299:1",
        "150300:1",
        "150301:1",
        "150286:1",
        "150290:1",
        "150280:1",
        "150281:1",
        "150285:1",
        "150289:1",
        "150279:1",
        "150282:1",
        "150283:1",
        "150284:1",
        "150288:1",
        "150270:1",
        "150278:1",
        "150277:1",
        "150267:1",
        "150268:1",
        "150269:1",
        "150271:1",
        "150272:1",
        "150274:1",
        "150275:1",
        "150276:1",
        "150260:1",
        "150262:1",
        "150263:1",
        "150266:1",
        "150265:1",
        "150256:1",
        "150261:1",
        "150255:1",
        "150264:1",
        "150259:1",
        "150257:1",
        "150229:1",
        "150252:1",
        "150219:1",
        "150220:1",
        "150238:1",
        "150242:1",
        "150249:1",
        "150251:1",
        "150231:1",
        "150237:1",
        "150222:1",
        "150224:1",
        "150225:1",
        "150226:1",
        "150227:1",
        "150233:1",
        "150234:1",
        "150235:1",
        "150239:1",
        "150245:1",
        "150248:1",
        "150250:1",
        "150254:1",
        "150221:1",
        "150232:1",
        "150243:1",
        "150244:1",
        "150253:1",
        "150190:1",
        "150189:1",
        "150194:1",
        "150198:1",
        "150197:1",
        "150199:1",
        "150191:1",
        "150195:1",
        "150187:1",
        "150182:1",
        "150183:1",
        "150184:1",
        "150185:1",
        "150178:1",
        "150179:1",
        "150180:1",
        "150181:1",
        "150186:1",
        "150176:1",
        "150177:1",
        "150169:1",
        "150174:1",
        "150170:1",
        "150171:1",
        "150166:1",
        "150159:1",
        "150157:1",
        "150156:1",
        "150152:1",
        "150163:1",
        "150155:1",
        "150140:1",
        "150151:1",
        "150150:1",
        "150149:1",
        "150147:1",
        "150148:1",
        "150143:1",
        "150144:1",
        "150145:1",
        "150146:1",
        "150118:1",
        "150122:1",
        "150120:1",
        "150123:1",
        "150125:1",
        "150126:1",
        "150127:1",
        "150130:1",
        "150133:1",
        "150135:1",
        "150138:1",
        "150139:1",
        "150116:1",
        "150129:1",
        "150110:1",
        "150109:1",
        "150106:1",
        "150104:1",
        "150099:1",
        "150085:1",
        "150084:1",
        "150076:1",
        "150072:1",
        "150070:1",
        "150067:1",
        "150063:1",
        "150059:1",
        "150115:1",
        "150077:1",
        "150079:1",
        "150080:1",
        "150093:1",
        "150094:1",
        "150098:1",
        "150101:1",
        "150102:1",
        "150103:1",
        "150112:1",
        "150114:1",
        "150064:1"
      ],
      "full_source_prompt_character_count": 78417,
      "source_prompt_character_count": 78417,
      "prompt_character_count": 78417,
      "prompt_character_limit": 120000,
      "prompt_was_truncated": false,
      "candidate_prompt_character_count": 83841,
      "validation_prompt_character_count": 90851,
      "candidate_reasoning_scratchpad": "We are experiencing a strong seasonal bifurcation where high-glam resort eveningwear heavily correlates with romantic coastal travel backdrops, while daytime looks lean into varsity-inspired collegiate aesthetics. The dominance of backless silhouettes paired with ruffles or textured trims persists alongside a crisp rise in structured sport-tailoring and preppy heritage knits.",
      "validation_reasoning_scratchpad": "We successfully validated several key trends from late June/early July, identifying sustained energy in dramatic ruffled backless gowns and soft cream-lemon tones. Strategic rhinestone grids and structured asymmetrical peplums emerged as high-signal net-new summer highlights, while preppy varsity knits showed a strong transitional pattern as consumers prepare for early autumn styling.",
      "ai_discovered_candidate_count": 8,
      "candidate_trends": [
        {
          "candidate_name": "Tiered Ruffle-Back Less Gowns",
          "trend_type": "outfit",
          "visual_axis": "silhouette",
          "historical_relationship": "sustained",
          "seed_media_count": 8,
          "seed_media_refs": [
            "150343:1",
            "150332:1",
            "150326:1",
            "150327:1",
            "150231:1",
            "150222:1",
            "150224:1",
            "150276:1"
          ],
          "visual_cues": [
            "backless silhouette",
            "ruffle back detail",
            "flowing maxi skirt",
            "tiered hemline",
            "mermaid silhouette"
          ]
        },
        {
          "candidate_name": "Sweet Butter Yellow & Lemon Zest",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "sustained",
          "seed_media_count": 8,
          "seed_media_refs": [
            "150343:1",
            "150332:1",
            "150331:1",
            "150319:1",
            "150309:1",
            "150303:1",
            "150269:1",
            "150360:1"
          ],
          "visual_cues": [
            "butter yellow",
            "pale yellow maxi dress",
            "creamy lemon yellow",
            "yellow pleated detail"
          ]
        },
        {
          "candidate_name": "Preppy Varsity & Heritage Knits",
          "trend_type": "outfit",
          "visual_axis": "styling_formula",
          "historical_relationship": "net_new",
          "seed_media_count": 7,
          "seed_media_refs": [
            "150147:1",
            "150143:1",
            "150122:1",
            "150120:1",
            "150127:1",
            "150110:1",
            "150064:1"
          ],
          "visual_cues": [
            "cable knit textures",
            "contrasting collar/trim stitching",
            "striped cardigans",
            "pearl strand necklaces",
            "polo necklines"
          ]
        },
        {
          "candidate_name": "Rhinestone Grid & Crystal Cutouts",
          "trend_type": "outfit",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "150358:1",
            "150312:1",
            "150285:1",
            "150221:1",
            "150232:1"
          ],
          "visual_cues": [
            "rhinestone cutout bodice",
            "crystal embellishment",
            "white or cream maxi base",
            "sparkly cutout details"
          ]
        },
        {
          "candidate_name": "Asymmetrical Peplum & Structured Tops",
          "trend_type": "outfit",
          "visual_axis": "silhouette",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "150299:1",
            "150284:1",
            "150288:1",
            "150278:1",
            "150099:1"
          ],
          "visual_cues": [
            "peplum silhouette",
            "strapless structuring",
            "sheer overlay skirt paired with peplum top",
            "structured waist flare"
          ]
        },
        {
          "candidate_name": "Zebra Print & Animal Panel Coordinates",
          "trend_type": "outfit",
          "visual_axis": "other",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "150323:1",
            "150274:1",
            "150244:1",
            "150300:1"
          ],
          "visual_cues": [
            "zebra print pattern",
            "black and white animal stripe",
            "one-shoulder or halter silhouettes",
            "flowing satin panels"
          ]
        },
        {
          "candidate_name": "Draped Scarf Necklines & Halters",
          "trend_type": "outfit",
          "visual_axis": "silhouette",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "150338:1",
            "150345:1",
            "150260:1",
            "150259:1",
            "150253:1"
          ],
          "visual_cues": [
            "draped scarf neckline",
            "chose high neck halter",
            "satin slip fabric",
            "open back with neck fastening"
          ]
        },
        {
          "candidate_name": "Asymmetrical Drop Waist Silhouettes",
          "trend_type": "outfit",
          "visual_axis": "silhouette",
          "historical_relationship": "evolving",
          "seed_media_count": 6,
          "seed_media_refs": [
            "150354:1",
            "150348:1",
            "150311:1",
            "150302:1",
            "150301:1",
            "150253:1"
          ],
          "visual_cues": [
            "asymmetrical drop waist",
            "low waist seam",
            "v-neck knit bodice with dropped skirt",
            "mint green or golden satin fabric"
          ]
        }
      ],
      "ai_candidate_trend_count": 6,
      "ai_validated_trend_count_before_filter": 6,
      "accepted_trend_count": 6,
      "rejected_trend_count": 0,
      "rejected_trends": []
    },
    "overview_graphic_urls": [
      "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-aecb1bcc-9b63-4c8d-8dd6-bfcb2ef5c44e.jpg",
      "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-e4aa7c10-a322-49ab-8201-1f3636004a67.jpg"
    ],
    "overview_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-e4aa7c10-a322-49ab-8201-1f3636004a67.jpg",
    "overview_template_key": "style_2",
    "overview_selected_trends": [
      {
        "trend_index": 0,
        "title": "Tiered Ruffle-Back Less Gowns",
        "description": "Dramatic open-back or low-back floor-length gowns featuring romantic cascading ruffles, tiered hems, and mermaid-style trailing skirts.",
        "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731059006_18001628621957117_804247042924687860_n.jpg",
        "username": "lizbethcalderaalba",
        "likes": 0,
        "caption": "Tiered Ruffle-Back Less Gowns - @lizbethcalderaalba",
        "trend_graphic_index": 0,
        "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-7378fef6-16ce-41e4-80fd-0e31e476299d.jpg"
      },
      {
        "trend_index": 3,
        "title": "Rhinestone Grid & Crystal Cutouts",
        "description": "White and cream maxi dresses and evening gowns featuring geometric waist and chest cut-outs outlined by sparkling rhinestone trims and crystal grid bands.",
        "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/708615812_18010908977883492_6782378646331116771_n.jpg",
        "username": "louiserossxo",
        "likes": 0,
        "caption": "Rhinestone Grid & Crystal Cutouts - @louiserossxo",
        "trend_graphic_index": 0,
        "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-73cf6803-5fec-4be7-bed6-9e09e7aec772.jpg"
      },
      {
        "trend_index": 2,
        "title": "Preppy Varsity & Heritage Knits",
        "description": "Varsity-style cardigans, tennis vests, and cable knits incorporating contrasting striped trims, rich cable stitching, and elegant preppy accessories.",
        "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/640278074_18566559628001544_8642641134815562916_n.jpg",
        "username": "thymeboutique",
        "likes": 0,
        "caption": "Preppy Varsity & Heritage Knits - @thymeboutique",
        "trend_graphic_index": 0,
        "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-1f630fa9-6369-4de6-879f-6d2b4391e233.jpg"
      }
    ],
    "overview_post_number": 2,
    "overview_post_caption": "Tiered Ruffle-Back Less Gowns - @lizbethcalderaalba\nRhinestone Grid & Crystal Cutouts - @louiserossxo\nPreppy Varsity & Heritage Knits - @thymeboutique",
    "overview_graphics": [
      {
        "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-aecb1bcc-9b63-4c8d-8dd6-bfcb2ef5c44e.jpg",
        "post_number": 1,
        "title": "Best trends \u2764\ufe0fJuly 16th \u2764\ufe0f",
        "description": "This week, high-drama eveningwear dominates the landscape as creators like @courtneysnellkuhr embrace the romanticism of tiered, ruffle-backless gowns, while @landrykiffin highlights a shift toward structured glamour with crystal-cutout grid dresses. Simultaneously, a softer, resort-ready elegance takes shape through the rise of asymmetrical drop-waist midis and @sincerelykarin\u2019s embrace of flowing silhouettes in delicate butter yellow. Grounding these fluid shapes, the edit is rounded out by structured, asymmetrical peplum corsets from curators like @littlewhitelooks and the contrasting, nostalgic comfort of heritage varsity knits showcased by @mrkt_showroom.",
        "post_caption": "Tiered Ruffle-Back Less Gowns - @lizbethcalderaalba\nPreppy Varsity & Heritage Knits - @mrkt_showroom\nRhinestone Grid & Crystal Cutouts - @louiserossxo",
        "template_key": "style_2",
        "selected_trends": [
          {
            "trend_index": 0,
            "title": "Tiered Ruffle-Back Less Gowns",
            "description": "Dramatic open-back or low-back floor-length gowns featuring romantic cascading ruffles, tiered hems, and mermaid-style trailing skirts.",
            "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731059006_18001628621957117_804247042924687860_n.jpg",
            "username": "lizbethcalderaalba",
            "likes": 0,
            "caption": "Tiered Ruffle-Back Less Gowns - @lizbethcalderaalba",
            "trend_graphic_index": 0,
            "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-7378fef6-16ce-41e4-80fd-0e31e476299d.jpg"
          },
          {
            "trend_index": 2,
            "title": "Preppy Varsity & Heritage Knits",
            "description": "Varsity-style cardigans, tennis vests, and cable knits incorporating contrasting striped trims, rich cable stitching, and elegant preppy accessories.",
            "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/608822342_18102581917774972_5129615068872516446_n.jpg",
            "username": "mrkt_showroom",
            "likes": 0,
            "caption": "Preppy Varsity & Heritage Knits - @mrkt_showroom",
            "trend_graphic_index": 0,
            "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-1f630fa9-6369-4de6-879f-6d2b4391e233.jpg"
          },
          {
            "trend_index": 3,
            "title": "Rhinestone Grid & Crystal Cutouts",
            "description": "White and cream maxi dresses and evening gowns featuring geometric waist and chest cut-outs outlined by sparkling rhinestone trims and crystal grid bands.",
            "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/708615812_18010908977883492_6782378646331116771_n.jpg",
            "username": "louiserossxo",
            "likes": 0,
            "caption": "Rhinestone Grid & Crystal Cutouts - @louiserossxo",
            "trend_graphic_index": 0,
            "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-73cf6803-5fec-4be7-bed6-9e09e7aec772.jpg"
          }
        ]
      },
      {
        "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-e4aa7c10-a322-49ab-8201-1f3636004a67.jpg",
        "post_number": 2,
        "title": "Best trends \u2764\ufe0fJuly 16th \u2764\ufe0f",
        "description": "This week, high-drama eveningwear dominates the landscape as creators like @courtneysnellkuhr embrace the romanticism of tiered, ruffle-backless gowns, while @landrykiffin highlights a shift toward structured glamour with crystal-cutout grid dresses. ",
        "post_caption": "Tiered Ruffle-Back Less Gowns - @lizbethcalderaalba\nRhinestone Grid & Crystal Cutouts - @louiserossxo\nPreppy Varsity & Heritage Knits - @thymeboutique",
        "template_key": "style_2",
        "selected_trends": [
          {
            "trend_index": 0,
            "title": "Tiered Ruffle-Back Less Gowns",
            "description": "Dramatic open-back or low-back floor-length gowns featuring romantic cascading ruffles, tiered hems, and mermaid-style trailing skirts.",
            "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731059006_18001628621957117_804247042924687860_n.jpg",
            "username": "lizbethcalderaalba",
            "likes": 0,
            "caption": "Tiered Ruffle-Back Less Gowns - @lizbethcalderaalba",
            "trend_graphic_index": 0,
            "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-7378fef6-16ce-41e4-80fd-0e31e476299d.jpg"
          },
          {
            "trend_index": 3,
            "title": "Rhinestone Grid & Crystal Cutouts",
            "description": "White and cream maxi dresses and evening gowns featuring geometric waist and chest cut-outs outlined by sparkling rhinestone trims and crystal grid bands.",
            "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/708615812_18010908977883492_6782378646331116771_n.jpg",
            "username": "louiserossxo",
            "likes": 0,
            "caption": "Rhinestone Grid & Crystal Cutouts - @louiserossxo",
            "trend_graphic_index": 0,
            "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-73cf6803-5fec-4be7-bed6-9e09e7aec772.jpg"
          },
          {
            "trend_index": 2,
            "title": "Preppy Varsity & Heritage Knits",
            "description": "Varsity-style cardigans, tennis vests, and cable knits incorporating contrasting striped trims, rich cable stitching, and elegant preppy accessories.",
            "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/640278074_18566559628001544_8642641134815562916_n.jpg",
            "username": "thymeboutique",
            "likes": 0,
            "caption": "Preppy Varsity & Heritage Knits - @thymeboutique",
            "trend_graphic_index": 0,
            "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-1f630fa9-6369-4de6-879f-6d2b4391e233.jpg"
          }
        ]
      }
    ],
    "workflow_note": "pf done"
  }
}