{
  "report": {
    "id": 154,
    "period": "[stored-core] Jul 16 - Jul 30, 2026 (Part 6 of 6)",
    "created_at": "2026-07-30T19:21:19.621447+00:00"
  },
  "ai_audit": {
    "available": false,
    "exchange_count": 0,
    "exchanges": [],
    "note": "This report was generated before exact AI request and response capture was enabled. The final saved report payload is still included."
  },
  "saved_report_payload": {
    "reasoning_scratchpad": "Validated core fashion directions for late-summer 2026 by mapping candidate clusters against raw visual metadata, ensuring every trend meets the minimum threshold of at least 4 images across 3 distinct posts. Key sustained silhouettes like halter-necks and monochrome white resort sets continue to thrive alongside resurfacing shell-beaded accessories and net-new chartreuse color pops.",
    "content_ideas": [
      {
        "blog_title": "Rich Espresso & Chocolate Tailoring for Summer-to-Fall",
        "trend_name": "Chocolate Brown & Espresso Monochromatic Tailoring",
        "trend_type": "color",
        "trend_trajectory": "sustained",
        "historical_note": "Carries over as a strong sustained trend from previous reports, shifting into transitional suiting and dresses.",
        "description": "Deep espresso and chocolate brown monochromatic sets, tailoring, and midi dresses offering an early autumn feel during warm weather.",
        "visual_similarity_reason": "All examples feature rich dark chocolate and espresso brown colorways applied to monochromatic suiting, dresses, or coordinates.",
        "instagram_caption": "Rich espresso tones are making their way into the everyday rotation. 🤎✨\n\nShop the look online now.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.96,
        "keywords": [
          "chocolate brown",
          "espresso tone",
          "monochromatic set",
          "deep earth tones"
        ],
        "example_media_refs": [
          "162257:1",
          "162257:2",
          "162303:1",
          "162425:1",
          "162435:1"
        ],
        "example_post_ids": [
          162257,
          162303,
          162425,
          162435
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Coastal Mermaidcore with Seashell & Pearl Jewelry",
        "trend_name": "Seashell & Pearl Beaded Jewelry Cues",
        "trend_type": "accessory",
        "trend_trajectory": "resurfacing",
        "historical_note": "Resurfacing strongly as part of the broader mermaidcore and coastal resort aesthetics.",
        "description": "Natural shell pendants, pearl-adorned chokers, and chunky resin beaded necklaces styling up swimwear and resort wear.",
        "visual_similarity_reason": "Repeated use of natural seashell pendants, pearl bead strands, and beaded choker necklaces paired with coastal resort wear.",
        "instagram_caption": "Let your accessories do the talking with ocean-inspired shell and pearl detailing. 🐚✨\n\nExplore our latest drop.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.94,
        "keywords": [
          "shell pendant",
          "pearl bead necklace",
          "beaded seashell jewelry",
          "seashell accents"
        ],
        "example_media_refs": [
          "162148:1",
          "162389:3",
          "171189:1",
          "162420:1",
          "171190:1"
        ],
        "example_post_ids": [
          162148,
          162389,
          171189,
          162420,
          171190
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 4
      },
      {
        "blog_title": "Sleek Halter Necks & Backless Evening Gowns",
        "trend_name": "High-Neck Halter & Backless Evening Gowns",
        "trend_type": "outfit",
        "trend_trajectory": "sustained",
        "historical_note": "Remains a dominant silhouette for summer evening wear, wedding guests, and cocktail dressing.",
        "description": "Satin and sequin evening gowns featuring high halter necklines and plunging open-back silhouettes.",
        "visual_similarity_reason": "Consistent presence of halter necklines, backless cuts, and slinky evening dress silhouettes in satin or sequin fabrics.",
        "instagram_caption": "Designed to shine from sunset to soirée. ✨👗\n\nDiscover the new collection.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.95,
        "keywords": [
          "halter neck silhouette",
          "backless dress",
          "satin halter gown",
          "evening gown"
        ],
        "example_media_refs": [
          "162221:1",
          "162221:3",
          "162322:1",
          "162326:1",
          "162419:1"
        ],
        "example_post_ids": [
          162221,
          162322,
          162326,
          162419
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Y2K Hot Pink & Metallic Studded Streetwear Cues",
        "trend_name": "Y2K Hot Pink & Neon Barbenheimer Cues",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new color and aesthetic injection capturing Gen-Z streetwear and clubwear attention.",
        "description": "Vibrant hot pink and fuchsia garments featuring metallic studding, back cutouts, and low-rise silhouettes.",
        "visual_similarity_reason": "Repeated use of high-saturation hot pink colorways, metallic hardware, and Y2K-inspired micro silhouettes.",
        "instagram_caption": "Everything pink. 💖 Get into the Y2K spirit with our newest arrivals.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.92,
        "keywords": [
          "hot pink",
          "y2k aesthetic",
          "studded mini skirt",
          "barbiecore"
        ],
        "example_media_refs": [
          "162140:1",
          "162186:1",
          "183692:1",
          "162400:1",
          "162400:3"
        ],
        "example_post_ids": [
          162140,
          162186,
          183692,
          162400
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Delicate Lace-Trimmed Sheer Slip Dresses",
        "trend_name": "Lace-Trimmed Sheer Slip Dresses",
        "trend_type": "texture",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained trend bridging boudoir loungewear aesthetics with evening wear.",
        "description": "Silk and satin bias-cut slip dresses accented with delicate contrasting black or white lace trims and sheer chiffon.",
        "visual_similarity_reason": "Shared texture and construction details featuring silk satin fabric, delicate lace hems, and boudoir-inspired slip silhouettes.",
        "instagram_caption": "Effortless styling meets romantic lace details. 🖤✨\n\nShop our favorite slips online.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.94,
        "keywords": [
          "black lace trim",
          "silk satin slip",
          "lace trim mini dress",
          "boudoir inspired"
        ],
        "example_media_refs": [
          "162280:1",
          "162359:1",
          "162380:1",
          "170469:2",
          "170963:1"
        ],
        "example_post_ids": [
          162280,
          162359,
          162380,
          170469,
          170963
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 5
      },
      {
        "blog_title": "Chartreuse & Lime Dopamine Brights",
        "trend_name": "Chartreuse & Lime Dope-amine Brights",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new injection of acid brights into summer knitwear and party dresses.",
        "description": "Vibrant chartreuse, neon lime, and acid yellow statement colorways styled across matching sets and ribbed knit dresses.",
        "visual_similarity_reason": "Consistent presence of high-intensity chartreuse and neon lime green colorways across knitwear and evening dresses.",
        "instagram_caption": "Eseing through the evening in vibrant chartreuse tones. 💚✨\n\nNew arrivals live now.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.91,
        "keywords": [
          "chartreuse knitted maxi dress",
          "lime green dress",
          "neon lime green",
          "vibrant color palette"
        ],
        "example_media_refs": [
          "162186:1",
          "162333:1",
          "162372:1",
          "162428:1",
          "170576:1"
        ],
        "example_post_ids": [
          162186,
          162333,
          162372,
          162428,
          170576
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 5
      },
      {
        "blog_title": "All-White Eyelet & Broderie Anglaise Resort Sets",
        "trend_name": "Monochrome White & Eyelet Lace Resort Sets",
        "trend_type": "outfit",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained essential for summer vacation styling and warm-weather resort wardrobes.",
        "description": "All-white cotton eyelet, cutwork embroidery, and broderie anglaise coordinating sets and mini dresses.",
        "visual_similarity_reason": "All examples feature monochrome white colorways, intricate eyelet lace fabrics, and embroidered cotton resort silhouettes.",
        "instagram_caption": "Dreamy white statements made for summer getaways. 🤍🌴\n\nDiscover fresh styles online.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.95,
        "keywords": [
          "white midi dress",
          "eyelet lace fabric",
          "broderie anglaise",
          "white cotton mini dress"
        ],
        "example_media_refs": [
          "162320:1",
          "162362:1",
          "162364:1",
          "162423:1",
          "170466:1"
        ],
        "example_post_ids": [
          162320,
          162362,
          162364,
          162423,
          170466
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 4
      },
      {
        "blog_title": "Bold Leopard & Snakeskin Animal Print Cues",
        "trend_name": "Leopard & Snake Animal Print Vacation Cues",
        "trend_type": "outfit",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained animal print trajectory dominating swimwear, footwear, and resort apparel.",
        "description": "Bold snakeskin prints, leopard patterns, and cheetah finishes styled across bikinis, sandals, and maxi dresses.",
        "visual_similarity_reason": "Repeated application of realistic animal print patterns—specifically snakeskin and leopard graphics—across swimwear and accessories.",
        "instagram_caption": "Hot, fierce, and truly one of a kind. 🐆🌴\n\nShop our latest animal print drops.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.93,
        "keywords": [
          "snakeskin print bikini",
          "leopard print maxi dress",
          "animal print trend",
          "cheetah print finish"
        ],
        "example_media_refs": [
          "162341:1",
          "162412:2",
          "162422:1",
          "162422:3",
          "170487:1"
        ],
        "example_post_ids": [
          162341,
          162412,
          162422,
          170487
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Classic Gingham Check Picnic & Summer Styles",
        "trend_name": "Gingham Check & Preppy Summer Picnic Styles",
        "trend_type": "outfit",
        "trend_trajectory": "resurfacing",
        "historical_note": "Resurfacing as a key driver of preppy, cottagecore-inspired summer picnic aesthetics.",
        "description": "Classic gingham checks in black-and-white or apple red palettes styled into preppy mini dresses and boat-ready tops.",
        "visual_similarity_reason": "Shared checkered pattern motifs and preppy silhouettes across tops, dresses, and picnic-ready coordinates.",
        "instagram_caption": "A mid-summer dream in classic gingham checks. 🧺🤍\n\nNew collection dropping soon.",
        "trend_signal_strength": "medium",
        "confidence_score": 0.89,
        "keywords": [
          "gingham top",
          "red and white gingham",
          "gingham mini dress",
          "black and white check"
        ],
        "example_media_refs": [
          "162262:1",
          "162329:3",
          "162337:4",
          "162408:3",
          "171078:1"
        ],
        "example_post_ids": [
          162262,
          162329,
          162337,
          162408,
          171078
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 5
      },
      {
        "blog_title": "Woven Raffia & Straw Novelty Vacation Handbags",
        "trend_name": "Woven Raffia & Straw Novelty Handbags",
        "trend_type": "accessory",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained foundational accessory trend anchoring warm-weather and resort styling.",
        "description": "Straw totes, raffia shoulder bags, and novelty wicker shapes accessorizing resort wear and summer city looks.",
        "visual_similarity_reason": "Consistent presence of woven straw textures, raffia materials, and novelty basket handbag silhouettes.",
        "instagram_caption": "The exclamation point to your summer outfit. 🧺✨\n\nShop our bestselling straw bags.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.94,
        "keywords": [
          "straw handbag",
          "woven straw hat",
          "straw basket bag",
          "raffia accessories"
        ],
        "example_media_refs": [
          "162212:6",
          "162262:1",
          "171379:1",
          "183598:1",
          "183599:1"
        ],
        "example_post_ids": [
          162212,
          162262,
          171379,
          183598,
          183599
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 4
      },
      {
        "blog_title": "Reflected Mirror Selfie Studio & Closet Content",
        "trend_name": "Mirror Selfie Studio & Closet Content Composition",
        "trend_type": "pose",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained casual content format for showcasing daily outfits and try-ons.",
        "description": "Full-body reflected mirror selfies captured in closets, minimal interiors, and vanity spaces to showcase daily outfits.",
        "visual_similarity_reason": "Repeated compositional framing using full-length mirrors, phone-in-hand posture, and closet or dressing room backdrops.",
        "instagram_caption": "Outfit check in the mirror. ✨ Tag us in your daily 'fits to be featured.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.95,
        "keywords": [
          "mirror selfie",
          "closet aesthetic",
          "full-body mirror selfie",
          "minimalist interior"
        ],
        "example_media_refs": [
          "162240:1",
          "162310:1",
          "162428:1",
          "170963:1",
          "170981:1"
        ],
        "example_post_ids": [
          162240,
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        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 5
      }
    ],
    "overview_title": "Latest Trends",
    "overview_description": "Early autumn transitions are currently anchored by rich espresso tailoring from labels like @sir__ and @hillhouse, alongside high-impact neon brights and bold animal prints championed by @theattico and @jluxlabel. Meanwhile, resort aesthetics remain dominant through delicate lace-trimmed slips by @forloveandlemons, crisp eyelet sets, and woven raffia accessories from @wearepoolside. Creators are documenting these contrasting moods via polished closet mirror selfies, perfectly balancing rich transitional hues with peak summer textures.",
    "generation_diagnostics": {
      "available": true,
      "generated_at": "2026-07-30T19:21:44.552744Z",
      "tag": "stored-core",
      "media_scope": "all_media",
      "generation_strategy": "deep_chunked_two_pass_candidate_discovery_and_validation",
      "report_profile": "deep",
      "model": "google/gemini-3.5-flash-lite",
      "previous_report_context": {
        "report_id": 138,
        "created_at": "2026-07-28T17:48:07.317473+00:00",
        "date_range": "[stored-core] Jul 14 - Jul 28, 2026 (Part 6 of 6)",
        "trends": [
          {
            "trend_name": "Espresso & Chocolate Brown Monochromatic Tailoring",
            "trend_type": "color",
            "trend_signal_strength": "strong",
            "confidence_score": 0.95,
            "matching_image_count": 5,
            "matching_parent_post_count": 5,
            "keywords": [
              "chocolate brown",
              "espresso tone",
              "monochromatic set",
              "linen trousers"
            ],
            "description": "Rich espresso and deep chocolate brown tones styled as monochromatic sets, shirt dresses, and tailored linen trousers."
          },
          {
            "trend_name": "Retro Polka Dot Matching Sets",
            "trend_type": "outfit",
            "trend_signal_strength": "strong",
            "confidence_score": 0.91,
            "matching_image_count": 4,
            "matching_parent_post_count": 3,
            "keywords": [
              "polka dot matching set",
              "mesh midi skirt",
              "monochrome print",
              "y2k aesthetic"
            ],
            "description": "High-contrast black-and-white polka dot matching sets, mesh midi skirts, and playful street-style co-ords."
          },
          {
            "trend_name": "High-Neck Halter & Cowl Neck Silhouettes",
            "trend_type": "outfit",
            "trend_signal_strength": "strong",
            "confidence_score": 0.94,
            "matching_image_count": 5,
            "matching_parent_post_count": 3,
            "keywords": [
              "halter neck maxi",
              "draped silk gown",
              "backless silhouette",
              "evening dress"
            ],
            "description": "Draped silk gowns, halter-neck maxis, and deep V-neck silhouettes designed for evening glamour and resort dining."
          },
          {
            "trend_name": "Lace-Trimmed Sheer Slip Dresses",
            "trend_type": "texture",
            "trend_signal_strength": "medium",
            "confidence_score": 0.88,
            "matching_image_count": 4,
            "matching_parent_post_count": 3,
            "keywords": [
              "lace trim midi skirt",
              "sheer camisole",
              "silk satin slip",
              "contrast lace"
            ],
            "description": "Lingerie-inspired silk slip dresses and sheer camisoles accented with delicate contrast lace edging."
          },
          {
            "trend_name": "Vibrant Post-Box Red Accent & Monochromatic Dressing",
            "trend_type": "color",
            "trend_signal_strength": "strong",
            "confidence_score": 0.96,
            "matching_image_count": 5,
            "matching_parent_post_count": 5,
            "keywords": [
              "cherry red bodycon",
              "monochromatic red",
              "red halter top",
              "garnet dress"
            ],
            "description": "Bold post-box and cherry red mini dresses, utility jackets, and monochromatic statement outfits."
          },
          {
            "trend_name": "Massive Sculptural Gold Hardware & Chunky Jewelry",
            "trend_type": "accessory",
            "trend_signal_strength": "strong",
            "confidence_score": 0.95,
            "matching_image_count": 5,
            "matching_parent_post_count": 4,
            "keywords": [
              "gold statement necklace",
              "chunky chain jewelry",
              "gold hoop earrings",
              "gold hardware"
            ],
            "description": "Chunky gold chain necklaces, geometric metal hardware, and oversized statement earrings paired with swimwear and resort sets."
          },
          {
            "trend_name": "Coastal Grandmother Blue-and-White Layering",
            "trend_type": "styling_formula",
            "trend_signal_strength": "strong",
            "confidence_score": 0.92,
            "matching_image_count": 5,
            "matching_parent_post_count": 4,
            "keywords": [
              "coastal grandmother",
              "linen maxi skirt",
              "striped long sleeve",
              "blue and white palette"
            ],
            "description": "Powder blue, crisp white linen, nautical striped tops, and structured straw accessories for relaxed coastal styling."
          },
          {
            "trend_name": "Animal Print & Leopard Vacation Cues",
            "trend_type": "outfit",
            "trend_signal_strength": "medium",
            "confidence_score": 0.87,
            "matching_image_count": 5,
            "matching_parent_post_count": 4,
            "keywords": [
              "leopard print dress",
              "leopard print corset",
              "animal print bikini",
              "midi skirt"
            ],
            "description": "Leopard print midi dresses, structured bustier corsets, and animal-print bikinis styled for vacation nights."
          },
          {
            "trend_name": "Athletic Sports-Luxe & Bloc-Core Jerseys",
            "trend_type": "styling_formula",
            "trend_signal_strength": "medium",
            "confidence_score": 0.85,
            "matching_image_count": 4,
            "matching_parent_post_count": 3,
            "keywords": [
              "vintage football jersey",
              "bloc-core aesthetic",
              "sports luxe",
              "striped polo"
            ],
            "description": "Vintage football and soccer jerseys layered with heavy gold chain jewelry for a high-contrast sports-luxe aesthetic."
          }
        ]
      },
      "vision_preflight": {
        "enabled": true,
        "since": "2026-07-16T19:19:42.894794Z",
        "media_scope": "all_media",
        "scoped_post_count": 0,
        "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": 6,
        "chunk_count": 6,
        "max_posts_per_chunk": 200,
        "max_media_per_chunk": 500,
        "chunk_post_count": 193,
        "chunk_media_count": 332,
        "full_source_post_count": 1279,
        "full_eligible_post_count": 1193,
        "full_source_media_count": 2255
      },
      "criteria": {
        "time_window_days": 14,
        "window_start": "2026-07-16T19:19:42.894794Z",
        "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": false,
        "captionless_posts_included": true,
        "engagement_included_in_prompt": true,
        "single_campaign_trends_excluded": true,
        "media_refs_can_support_multiple_trends": true,
        "deep_report_max_posts": 200,
        "deep_report_max_media": 500,
        "prompt_character_limit": 300000,
        "caption_character_limit": 600,
        "media_tag_limit": 14,
        "media_tag_character_limit": 0
      },
      "source_post_count": 1279,
      "source_media_count": 2255,
      "eligible_post_count": 1193,
      "chunk_post_count": 193,
      "chunk_media_count": 332,
      "analyzed_post_count": 193,
      "analyzed_post_ids": [
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      "validation_reasoning_scratchpad": "Validated core fashion directions for late-summer 2026 by mapping candidate clusters against raw visual metadata, ensuring every trend meets the minimum threshold of at least 4 images across 3 distinct posts. Key sustained silhouettes like halter-necks and monochrome white resort sets continue to thrive alongside resurfacing shell-beaded accessories and net-new chartreuse color pops.",
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            "team uniform"
          ]
        },
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            "neon lime green",
            "bright blue peep-toe heels",
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            "snakeskin print bikini",
            "leopard print maxi dress",
            "animal print trend",
            "cheetah print finish",
            "leopard print heels"
          ]
        },
        {
          "candidate_name": "Gingham Check & Preppy Summer Picnic Styles",
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          "historical_relationship": "resurfacing",
          "seed_media_count": 5,
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            "gingham top",
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            "gingham mini dress",
            "black and white check",
            "cottagecore aesthetic"
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        },
        {
          "candidate_name": "Woven Raffia & Straw Novelty Handbags",
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          "visual_axis": "accessory",
          "historical_relationship": "sustained",
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            "straw handbag",
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            "straw basket bag",
            "black crochet bag",
            "raffia accessories"
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        },
        {
          "candidate_name": "Mirror Selfie Studio & Closet Content Composition",
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            "closet aesthetic",
            "full-body mirror selfie",
            "minimalist interior",
            "phone mirror photo"
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      "ai_validated_trend_count_before_filter": 12,
      "accepted_trend_count": 11,
      "rejected_trend_count": 1,
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          "trend_name": "Retro Blokecore & Sports Jerseys",
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          "matching_parent_post_count": 2,
          "matching_author_count": 2,
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          "excluded_same_post_media_refs": [
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          ],
          "reasons": [
            "Only 3 valid matching images; minimum is 4.",
            "Images came from only 2 parent posts; minimum is 3."
          ]
        }
      ]
    }
  }
}