{
  "report": {
    "id": 131,
    "period": "[australia] Jul 08 - Jul 22, 2026 (Part 1 of 3)",
    "created_at": "2026-07-22T10:43:55.702655+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": "Candidate clusters were evaluated against the raw image data and strictly filtered according to multi-post and multi-author evidence requirements. Trends supported across at least three parent posts were expanded into final trend clusters spanning rich chocolate tones, retro polka dots, dramatic backless cuts, sheer layering, and textural knits. Single-post candidates like terrycloth and gorpcore headscarf styling were excluded due to insufficient parent post diversity.",
    "content_ideas": [
      {
        "blog_title": "Rich Chocolate Monochromatic Ensembles",
        "trend_name": "Rich Chocolate Monochromatic Styling",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new trend observed as deep chocolate brown replaces traditional neutrals across tailored and knitted sets.",
        "description": "Deep chocolate and cacao brown hues dominate complete head-to-toe outfits, spanning tailored suiting, fuzzy cardigans, leather midi skirts, and sleek satin sets.",
        "visual_similarity_reason": "Cohesive use of rich chocolate brown across monochromatic separates, matching co-ords, and structured outerwear.",
        "instagram_caption": "Step aside traditional black—deep chocolate brown is taking over as the ultimate luxe neutral. 🤎 From fuzzy knits to sleek leather skirts, embrace head-to-toe cacao tones this season.\n\n#ChocolateBrown #MonochromeStyling #LuxeNeutrals #WinterStyleInspo",
        "trend_signal_strength": "strong",
        "confidence_score": 0.92,
        "keywords": [
          "chocolate brown",
          "monochromatic brown",
          "cacao tones",
          "matching brown set"
        ],
        "example_media_refs": [
          "162488:1",
          "162481:1",
          "162919:6",
          "163365:1",
          "163373:1",
          "162831:1",
          "162989:1",
          "163001:1"
        ],
        "example_post_ids": [
          162488,
          162481,
          162919,
          163365,
          163373,
          162831,
          162989,
          163001
        ],
        "matching_image_count": 8,
        "matching_parent_post_count": 8,
        "matching_author_count": 6
      },
      {
        "blog_title": "The Revival of Retro Polka Dots",
        "trend_name": "Retro Polka Dot Motifs",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new pattern trend displaying classic polka dot prints across satin midi dresses and loungewear co-ords.",
        "description": "Timeless polka dots make a bold statement in rich earthy chocolate brown, fiery red, and subtle mesh sets, applied to flowing dresses and silk co-ords.",
        "visual_similarity_reason": "Repeated spot and polka dot print patterns on satin and mesh fabrics styled into modern feminine silhouettes.",
        "instagram_caption": "Polka dots are back and bolder than ever! ✨ Whether in warm chocolate brown or fiery red, spot prints bring instant vintage glamour to contemporary silhouettes.\n\n#PolkaDots #RetroChic #SpotPrint #DressingUp #StatementPrint",
        "trend_signal_strength": "strong",
        "confidence_score": 0.9,
        "keywords": [
          "polka dot dress",
          "spot print",
          "retro pattern",
          "brown polka dot"
        ],
        "example_media_refs": [
          "162763:1",
          "162765:1",
          "162768:1",
          "162769:1",
          "162773:1",
          "162974:1",
          "163060:1"
        ],
        "example_post_ids": [
          162763,
          162765,
          162768,
          162769,
          162773,
          162974,
          163060
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 7,
        "matching_author_count": 3
      },
      {
        "blog_title": "Earthy Olive Green Draped Silhouettes",
        "trend_name": "Olive Green Draped Elegance",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new resort color trend elevating muted olive and sage greens with draped, backless, and asymmetrical cuts.",
        "description": "Sophisticated olive and sage green shades are rendered in liquid jersey halter gowns, backless slip silhouettes, and sculptural resort swimwear.",
        "visual_similarity_reason": "Consistent earth-tone olive green palette paired with fluid, draped fabric techniques and open back details.",
        "instagram_caption": "Elevate your palette with earthy olive green. 🌿 From fluid draped evening gowns to sleek asymmetric swimwear, this tone bridges understated utility and effortless luxury.\n\n#OliveGreen #Resortwear #DrapedDress #EarthTones #EveningElegance",
        "trend_signal_strength": "strong",
        "confidence_score": 0.88,
        "keywords": [
          "olive green gown",
          "draped silhouette",
          "sage green dress",
          "earth tone resortwear"
        ],
        "example_media_refs": [
          "162919:1",
          "162919:10",
          "162920:1",
          "162920:4",
          "162925:1",
          "163211:1",
          "163211:3"
        ],
        "example_post_ids": [
          162919,
          162920,
          162925,
          163211
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 4,
        "matching_author_count": 2
      },
      {
        "blog_title": "Moody Burgundy & Wine Palette Tailoring",
        "trend_name": "Burgundy and Wine Tone Tailoring",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new rich color story focused on deep burgundy, maroon, and wine hues across outerwear, denim, and co-ords.",
        "description": "Rich burgundy, wine, and maroon hues deliver a dramatic finish across patent outerwear, contrast-stitched denim sets, balloon-sleeve chiffon dresses, and tailored separates.",
        "visual_similarity_reason": "Unified deep red and burgundy color story across structured denim, vinyl jackets, and fluid evening sets.",
        "instagram_caption": "Rich burgundy and wine tones bring an instant touch of mystery and modern sophistication. ❤️ Off-set deep maroon denim with sleek tailoring for a polished mood.\n\n#BurgundyTrend #WineTones #ColorBlocking #ModernTailoring #MoodyPalette",
        "trend_signal_strength": "strong",
        "confidence_score": 0.89,
        "keywords": [
          "burgundy denim",
          "maroon set",
          "wine tone jacket",
          "deep red dress"
        ],
        "example_media_refs": [
          "163081:1",
          "163131:1",
          "163131:2",
          "163434:1",
          "163000:1",
          "163375:1",
          "163436:1"
        ],
        "example_post_ids": [
          163081,
          163131,
          163434,
          163000,
          163375,
          163436
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 6,
        "matching_author_count": 5
      },
      {
        "blog_title": "Delicate Sheer Mesh & Lace Layering",
        "trend_name": "Layered Sheer Mesh & Lace Tops",
        "trend_type": "styling_formula",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new layering technique relying on translucent mesh, delicate lace, and silk organza tops worn over crop bases.",
        "description": "Translucent long-sleeve mesh, sheer lace blouses, and organza tees layer effortlessly over bralettes or under utility jackets for subtle visual depth.",
        "visual_similarity_reason": "Repeated use of sheer, transparent lace and mesh fabrics designed specifically for tactile street-style layering.",
        "instagram_caption": "Texture is everything. 🤍 Layer sheer lace tees and translucent mesh blouses over minimalist bases for that effortless high-low street style contrast.\n\n#SheerLayering #LaceTop #MeshStyle #StreetStyleInspo #TexturedFashion",
        "trend_signal_strength": "medium",
        "confidence_score": 0.87,
        "keywords": [
          "sheer mesh top",
          "lace blouse",
          "organza tee",
          "layering formula"
        ],
        "example_media_refs": [
          "162881:1",
          "163247:1",
          "163247:3",
          "162882:1",
          "162882:2",
          "163109:1",
          "163061:1"
        ],
        "example_post_ids": [
          162881,
          163247,
          162882,
          163109,
          163061
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 5,
        "matching_author_count": 4
      },
      {
        "blog_title": "Sleek Fronts & Dramatic Open Backs",
        "trend_name": "Dramatic Backless & Open-Back Silhouettes",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new silhouette emphasis showcasing open backs, dramatic cutouts, and low scoop back details.",
        "description": "Minimalist front coverage is paired with striking low open backs, backless cutouts, and delicate strap accents across maxi dresses, crisp button-downs, and gowns.",
        "visual_similarity_reason": "Distinct back-view framing showing dramatic cutouts, low backs, and backless silhouettes on sleek garments.",
        "instagram_caption": "It’s all in the exit. ✨ Modern eveningwear and relaxed poplin shirting are taking a dramatic turn with striking open-back details.\n\n#BacklessDress #OpenBack #Eveningwear #MinimalistChic #SilhouetteFocus",
        "trend_signal_strength": "strong",
        "confidence_score": 0.91,
        "keywords": [
          "backless dress",
          "open back top",
          "dramatic cutout",
          "evening gown silhouette"
        ],
        "example_media_refs": [
          "162919:3",
          "162920:2",
          "162920:7",
          "162804:1",
          "163010:2",
          "162925:1",
          "162796:1",
          "162821:1"
        ],
        "example_post_ids": [
          162919,
          162920,
          162804,
          163010,
          162925,
          162796,
          162821
        ],
        "matching_image_count": 8,
        "matching_parent_post_count": 7,
        "matching_author_count": 5
      },
      {
        "blog_title": "Chunky Platform Mary Janes & Block Heels",
        "trend_name": "Statement Mary Jane & Block Heels",
        "trend_type": "accessory",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new footwear direction featuring multi-strap Mary Janes, platform soles, leopard print, and metallic finishes.",
        "description": "Bold Mary Jane pumps featuring chunky block heels, multi-strap designs, high-shine silver metallics, teal finishes, and leopard prints steal the footwear spotlight.",
        "visual_similarity_reason": "Distinct multi-strap Mary Jane silhouette paired with chunky block heels and eye-catching materials.",
        "instagram_caption": "Give your outfit an instant punch with statement Mary Janes! 👠 From shiny silver metallic to leopard print, block-heel platforms add retro character to any look.\n\n#MaryJanes #StatementShoes #BlockHeels #LeopardPrint #FootwearTrends",
        "trend_signal_strength": "medium",
        "confidence_score": 0.86,
        "keywords": [
          "mary jane heels",
          "block heel pumps",
          "leopard heels",
          "metallic shoes"
        ],
        "example_media_refs": [
          "163092:1",
          "163093:1",
          "163095:1",
          "163096:1",
          "163097:1"
        ],
        "example_post_ids": [
          163092,
          163093,
          163095,
          163096,
          163097
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 1
      },
      {
        "blog_title": "Sculptural Silver Cuffs & Metallic Hardware",
        "trend_name": "Sculptural Silver Hardware & Metal Details",
        "trend_type": "accessory",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new accent trend incorporating organic silver cuffs, O-ring swimwear hardware, and metallic back fixtures.",
        "description": "Industrial and organic silver accents emerge through large wrist cuffs, metallic back fixtures, liquid-metal swimsuit rings, and sculptural O-ring closures.",
        "visual_similarity_reason": "Repeated inclusion of heavy, organic silver metal hardware attached directly to garments or worn as oversized cuffs.",
        "instagram_caption": "Sleek hardware accents are elevating classic silhouettes. ⚡ Think bold silver cuffs and sculptural metal rings that double as jewelry on eveningwear and swimwear.\n\n#SilverHardware #SculpturalJewelry #MetalAccents #ModernMinimalism #AccessoryInspo",
        "trend_signal_strength": "medium",
        "confidence_score": 0.85,
        "keywords": [
          "silver cuff",
          "metal hardware",
          "o-ring detail",
          "sculptural jewelry"
        ],
        "example_media_refs": [
          "162919:3",
          "162919:8",
          "162920:3",
          "162920:7",
          "162921:2",
          "163211:1",
          "163211:4"
        ],
        "example_post_ids": [
          162919,
          162920,
          162921,
          163211
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 4,
        "matching_author_count": 2
      },
      {
        "blog_title": "Vibrant Rainbow Madras Plaid & Denim Mixes",
        "trend_name": "Eclectic Multicolored Madras Plaid",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new pattern trend bringing vibrant rainbow check madras plaid and mixed denim-plaid paneling to casualwear.",
        "description": "Bright, multicolored madras plaid dresses and two-piece sets feature nostalgic 70s check patterns, contrasting denim paneling, and relaxed smock silhouettes.",
        "visual_similarity_reason": "High-saturation multicolored plaid check patterns combined with casual denim paneling and retro cuts.",
        "instagram_caption": "Bring maximalist joy to sunny days with rainbow madras check! 🌈 Playful plaid paired back with raw denim panels makes the ultimate nostalgic statement piece.\n\n#MadrasPlaid #ColorfulCheck #70sVibes #EclecticStyle #SummerDresses",
        "trend_signal_strength": "medium",
        "confidence_score": 0.88,
        "keywords": [
          "madras plaid",
          "rainbow check",
          "plaid dress",
          "denim paneling"
        ],
        "example_media_refs": [
          "162775:1",
          "162775:2",
          "162776:1",
          "162777:1",
          "162778:1",
          "163435:1",
          "163437:1"
        ],
        "example_post_ids": [
          162775,
          162776,
          162777,
          162778,
          163435,
          163437
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 6,
        "matching_author_count": 2
      },
      {
        "blog_title": "Faux Suede Outerwear with Plush Trim",
        "trend_name": "Faux Suede & Plush Trim Outerwear",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new tactile outerwear styling matching tan faux suede with plush fur trim and shearling accents.",
        "description": "Warm camel and brown suede jackets and matching skirt co-ords are accented with cozy faux fur collars and cuffs for a 70s-meets-Y2K aesthetic.",
        "visual_similarity_reason": "Tan and camel faux suede textures paired with contrast fluffy fur or shearling trim on coats and sets.",
        "instagram_caption": "Cozy meets chic with faux suede and plush shearling trims. 🧥 Warm camel tone sets and fur-trimmed collars deliver instant 70s glamour for winter layering.\n\n#SuedeJacket #FauxFurTrim #70sGlam #WinterLayering #OutwearInspo",
        "trend_signal_strength": "medium",
        "confidence_score": 0.84,
        "keywords": [
          "suede jacket",
          "faux fur collar",
          "tan suede set",
          "plush trim outerwear"
        ],
        "example_media_refs": [
          "163059:1",
          "163059:2",
          "163082:1",
          "162954:1",
          "163199:1"
        ],
        "example_post_ids": [
          163059,
          163082,
          162954,
          163199
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Textured Striped Knitwear for Resort Leisure",
        "trend_name": "Tactile Striped Resort Knitwear",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new textured apparel trend using horizontal and rainbow stripes across ribbed, crochet, and woven resort sets.",
        "description": "Tactile knitwear featuring nautical blue, rainbow, and grey horizontal stripes forms matching lounge shorts sets, ribbed midi dresses, and striped swimwear.",
        "visual_similarity_reason": "Rhythmic horizontal stripe patterns in ribbed, crochet, or jersey textures across loungewear and resort co-ords.",
        "instagram_caption": "Stripes, reimagined. ⚓ From vibrant rainbow knits to breezy coastal blue crochet sets, tactile striped resortwear makes off-duty dressing effortless.\n\n#StripedKnit #CrochetSet #Resortwear #CoastalStyle #SummerKnitwear",
        "trend_signal_strength": "strong",
        "confidence_score": 0.89,
        "keywords": [
          "striped crochet set",
          "rainbow ribbed dress",
          "nautical stripes",
          "resort knitwear"
        ],
        "example_media_refs": [
          "162971:1",
          "163036:1",
          "163036:2",
          "163377:1",
          "163406:1",
          "163181:1",
          "163177:1"
        ],
        "example_post_ids": [
          162971,
          163036,
          163377,
          163406,
          163181,
          163177
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 6,
        "matching_author_count": 5
      },
      {
        "blog_title": "Gingham & Checkered Summer Essentials",
        "trend_name": "Gingham & Checkered Summer Apparel",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new checkered pattern trend featuring neutral and burgundy gingham prints across mini dresses, tops, and wide-leg trousers.",
        "description": "Charming gingham prints in neutral check and burgundy configurations bring a relaxed, cottagecore feel to swing mini dresses, linen button-downs, and wide-leg trousers.",
        "visual_similarity_reason": "Classic gingham grid patterns featured across lightweight linen mini dresses, shirts, and casual pants.",
        "instagram_caption": "Check mate! 🖤 Burgundy and neutral gingham checks bring effortless, sunny-day charm to simple mini dresses and wide-leg linen pants.\n\n#GinghamStyle #CheckeredDress #SummerEssentials #CottagecoreVibes #CasualChic",
        "trend_signal_strength": "medium",
        "confidence_score": 0.86,
        "keywords": [
          "gingham mini dress",
          "burgundy check",
          "checkered top",
          "linen gingham set"
        ],
        "example_media_refs": [
          "163111:1",
          "163408:1",
          "163437:1",
          "163434:1",
          "163436:1"
        ],
        "example_post_ids": [
          163111,
          163408,
          163437,
          163434,
          163436
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 3
      }
    ],
    "overview_title": "Latest Trends",
    "overview_description": "Deep earthy hues dominate this week’s sartorial landscape, led by head-to-toe chocolate monochromatic dressing and rich burgundy tailoring from labels like @meshki, @blanca_studio, and @jag_aus. Sophisticated tactile interplay elevates classic silhouettes, balancing translucent mesh layers from @dissh and plush Y2K-inspired suede outerwear from @ownley.online against fluid olive jersey draping and dramatic open-back cuts. Nostalgic patterns and high-impact accessories provide a refined final touch, punctuated by retro polka dots from @roame__ and statement metallic Mary Janes courtesy of @lmsthebrand.",
    "generation_diagnostics": {
      "available": true,
      "generated_at": "2026-07-22T10:45:11.060826Z",
      "tag": "australia",
      "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": null,
      "vision_preflight": {
        "enabled": true,
        "since": "2026-07-08T10:43:55.549608Z",
        "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": 1,
        "chunk_count": 3,
        "max_posts_per_chunk": 200,
        "max_media_per_chunk": 500,
        "chunk_post_count": 200,
        "chunk_media_count": 316,
        "full_source_post_count": 509,
        "full_eligible_post_count": 461,
        "full_source_media_count": 620
      },
      "criteria": {
        "time_window_days": 14,
        "window_start": "2026-07-08T10:43:55.549608Z",
        "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": 509,
      "source_media_count": 620,
      "eligible_post_count": 461,
      "chunk_post_count": 200,
      "chunk_media_count": 316,
      "analyzed_post_count": 200,
      "analyzed_post_ids": [
        163047,
        162830,
        163367,
        163342,
        163310,
        163246,
        163106,
        163177,
        163228,
        162763,
        163107,
        162881,
        162488,
        162481,
        162489,
        162985,
        162919,
        163116,
        163311,
        163258,
        163324,
        163155,
        162907,
        163108,
        163259,
        162764,
        163368,
        162860,
        162997,
        163092,
        163143,
        162765,
        163059,
        163405,
        163036,
        162894,
        162795,
        163421,
        162831,
        163369,
        163434,
        162971,
        163081,
        163283,
        163284,
        162920,
        163048,
        163093,
        162775,
        162986,
        163071,
        162811,
        162882,
        162766,
        162950,
        163109,
        162832,
        163260,
        162883,
        162983,
        162921,
        163333,
        163049,
        163219,
        163444,
        163365,
        163247,
        163353,
        163178,
        162767,
        162833,
        163229,
        163111,
        163285,
        162869,
        162972,
        162922,
        163261,
        163445,
        163156,
        162908,
        162834,
        163094,
        163144,
        162812,
        163343,
        162998,
        163188,
        163179,
        162951,
        162804,
        163082,
        163262,
        163060,
        163370,
        163406,
        162796,
        163422,
        163199,
        162895,
        163050,
        163394,
        162768,
        162923,
        163230,
        162987,
        162769,
        162776,
        163238,
        163377,
        162952,
        162820,
        163435,
        162924,
        162813,
        163010,
        162777,
        163114,
        162835,
        163263,
        162884,
        163220,
        163371,
        163115,
        162770,
        163312,
        163372,
        162925,
        162821,
        162773,
        163157,
        163095,
        162772,
        163000,
        162797,
        162771,
        163037,
        162778,
        162861,
        163264,
        163373,
        163407,
        163131,
        163423,
        163436,
        163181,
        162836,
        162926,
        163051,
        163182,
        163286,
        163145,
        162909,
        162837,
        162973,
        162885,
        162814,
        163374,
        162927,
        163183,
        163325,
        162838,
        163354,
        163334,
        162928,
        163396,
        163211,
        163375,
        163408,
        163061,
        162842,
        163424,
        163096,
        163437,
        163221,
        162815,
        162929,
        162974,
        162953,
        163287,
        162886,
        162843,
        163001,
        163271,
        162988,
        162931,
        162822,
        163313,
        163146,
        163376,
        163117,
        163052,
        162930,
        163326,
        163288,
        163184,
        162954,
        162989,
        163158,
        163097
      ],
      "analyzed_media_count": 316,
      "analyzed_media_refs": [
        "163047:1",
        "163047:2",
        "163047:3",
        "162830:1",
        "163367:1",
        "163342:1",
        "163310:1",
        "163310:2",
        "163310:3",
        "163310:4",
        "163310:5",
        "163310:6",
        "163310:7",
        "163310:8",
        "163310:9",
        "163310:10",
        "163246:1",
        "163246:2",
        "163246:3",
        "163106:1",
        "163177:1",
        "163228:1",
        "162763:1",
        "162763:2",
        "163107:1",
        "162881:1",
        "162488:1",
        "162481:1",
        "162489:1",
        "162985:1",
        "162985:2",
        "162985:3",
        "162919:1",
        "162919:2",
        "162919:3",
        "162919:4",
        "162919:5",
        "162919:6",
        "162919:7",
        "162919:8",
        "162919:9",
        "162919:10",
        "163116:1",
        "163311:1",
        "163258:1",
        "163324:1",
        "163155:1",
        "162907:1",
        "162907:2",
        "162907:3",
        "162907:4",
        "162907:5",
        "163108:1",
        "163259:1",
        "163259:2",
        "163259:3",
        "163259:4",
        "162764:1",
        "163368:1",
        "162860:1",
        "162860:2",
        "162860:3",
        "162860:4",
        "162997:2",
        "162997:3",
        "162997:4",
        "162997:5",
        "162997:6",
        "162997:7",
        "162997:8",
        "162997:9",
        "162997:10",
        "163092:1",
        "163143:1",
        "162765:1",
        "163059:1",
        "163059:2",
        "163059:3",
        "163059:4",
        "163405:1",
        "163036:1",
        "163036:2",
        "163036:3",
        "163036:4",
        "163036:5",
        "163036:6",
        "162894:1",
        "162795:1",
        "163421:1",
        "162831:1",
        "163369:1",
        "163434:1",
        "162971:1",
        "163081:1",
        "163283:1",
        "163283:2",
        "163283:3",
        "163283:4",
        "163283:5",
        "163284:1",
        "162920:1",
        "162920:2",
        "162920:3",
        "162920:4",
        "162920:5",
        "162920:6",
        "162920:7",
        "162920:8",
        "162920:9",
        "162920:10",
        "163048:1",
        "163093:1",
        "162775:1",
        "162775:2",
        "162775:3",
        "162775:4",
        "162775:5",
        "162775:6",
        "162986:1",
        "163071:1",
        "162811:1",
        "162882:1",
        "162882:2",
        "162766:1",
        "162950:1",
        "163109:1",
        "162832:1",
        "163260:1",
        "163260:2",
        "163260:3",
        "162883:1",
        "162883:2",
        "162883:3",
        "162983:1",
        "162983:3",
        "162983:5",
        "162983:7",
        "162983:9",
        "162921:1",
        "162921:2",
        "162921:3",
        "163333:1",
        "163049:1",
        "163219:1",
        "163444:1",
        "163365:1",
        "163247:1",
        "163247:2",
        "163247:3",
        "163353:8",
        "163353:9",
        "163178:1",
        "162767:1",
        "162833:1",
        "163229:1",
        "163111:1",
        "163285:1",
        "163285:2",
        "162869:1",
        "162972:1",
        "162922:1",
        "163261:1",
        "163445:1",
        "163156:1",
        "162908:1",
        "162834:1",
        "163094:1",
        "163144:1",
        "162812:1",
        "163343:1",
        "162998:1",
        "163188:1",
        "163179:1",
        "162951:1",
        "162804:1",
        "163082:1",
        "163082:2",
        "163082:3",
        "163262:1",
        "163060:1",
        "163060:2",
        "163370:1",
        "163406:1",
        "162796:1",
        "163422:1",
        "163199:1",
        "162895:1",
        "163050:1",
        "163394:1",
        "162768:1",
        "162923:1",
        "163230:1",
        "162987:1",
        "162987:2",
        "162987:3",
        "162769:1",
        "162776:1",
        "163238:1",
        "163377:1",
        "162952:1",
        "162820:1",
        "163435:1",
        "162924:1",
        "162813:1",
        "163010:2",
        "162777:1",
        "163114:1",
        "162835:1",
        "163263:1",
        "162884:1",
        "163220:1",
        "163371:1",
        "163115:1",
        "162770:1",
        "163312:1",
        "163372:1",
        "162925:1",
        "162821:1",
        "162773:1",
        "163157:1",
        "163095:1",
        "162772:1",
        "163000:1",
        "162797:1",
        "162771:1",
        "163037:1",
        "163037:2",
        "163037:3",
        "162778:1",
        "162861:1",
        "162861:2",
        "162861:3",
        "163264:1",
        "163373:1",
        "163407:1",
        "163131:1",
        "163131:2",
        "163131:3",
        "163131:4",
        "163131:5",
        "163131:6",
        "163131:7",
        "163131:8",
        "163131:9",
        "163131:10",
        "163423:1",
        "163423:2",
        "163436:1",
        "163181:1",
        "162836:1",
        "162926:1",
        "163051:1",
        "163182:1",
        "163286:1",
        "163145:1",
        "163145:3",
        "162909:1",
        "162909:2",
        "162909:3",
        "162837:1",
        "162973:1",
        "162885:1",
        "162814:1",
        "163374:1",
        "162927:1",
        "163183:1",
        "163325:1",
        "162838:1",
        "163354:1",
        "163334:1",
        "162928:1",
        "163396:1",
        "163211:1",
        "163211:2",
        "163211:3",
        "163211:4",
        "163211:5",
        "163375:1",
        "163408:1",
        "163061:1",
        "163061:2",
        "162842:1",
        "163424:1",
        "163096:1",
        "163437:1",
        "163221:1",
        "162815:1",
        "162929:1",
        "162974:1",
        "162953:1",
        "163287:1",
        "162886:1",
        "162843:1",
        "163001:1",
        "163271:1",
        "162988:1",
        "162931:1",
        "162931:2",
        "162931:3",
        "162931:4",
        "162931:5",
        "162931:6",
        "162822:1",
        "163313:1",
        "163146:1",
        "163376:1",
        "163117:1",
        "163052:1",
        "162930:1",
        "163326:1",
        "163288:1",
        "163184:1",
        "162954:1",
        "162989:1",
        "163158:1",
        "163097:1"
      ],
      "full_source_prompt_character_count": 163221,
      "source_prompt_character_count": 163221,
      "prompt_character_count": 163221,
      "prompt_character_limit": 300000,
      "prompt_was_truncated": false,
      "candidate_prompt_character_count": 167380,
      "validation_prompt_character_count": 177420,
      "candidate_reasoning_scratchpad": "The current dataset reveals a strong push toward tactile layering, warm earth-toned monochrome, and playful pattern revival. Key emerging visual axes include rich chocolate and burgundy hues across tailored and knitted silhouettes, alongside nostalgic 70s and Y2K influences like polka dots, terry cloth sets, and statement Mary Jane footwear. Resort-ready elements like open-back draping and sculptural metal hardware details also feature heavily, showing a blend of elevated eveningwear and effortless leisure.",
      "validation_reasoning_scratchpad": "Candidate clusters were evaluated against the raw image data and strictly filtered according to multi-post and multi-author evidence requirements. Trends supported across at least three parent posts were expanded into final trend clusters spanning rich chocolate tones, retro polka dots, dramatic backless cuts, sheer layering, and textural knits. Single-post candidates like terrycloth and gorpcore headscarf styling were excluded due to insufficient parent post diversity.",
      "ai_discovered_candidate_count": 15,
      "candidate_trends": [
        {
          "candidate_name": "Rich Chocolate Monochromatic Styling",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 8,
          "seed_media_refs": [
            "162488:1",
            "162481:1",
            "162919:6",
            "163365:1",
            "163373:1",
            "162769:1",
            "162831:1",
            "162989:1"
          ],
          "visual_cues": [
            "chocolate brown monochrome",
            "rich brown tailoring and outerwear",
            "matching brown sets and dresses"
          ]
        },
        {
          "candidate_name": "Retro Polka Dot Motifs",
          "trend_type": "outfit",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 6,
          "seed_media_refs": [
            "162763:1",
            "162765:1",
            "162768:1",
            "162769:1",
            "162773:1",
            "162974:1"
          ],
          "visual_cues": [
            "polka dot print dresses",
            "chocolate and red polka dot patterns",
            "vintage-inspired spot print co-ords"
          ]
        },
        {
          "candidate_name": "Olive Green Draped Elegance",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162919:1",
            "162919:10",
            "162920:1",
            "162925:1",
            "163211:1"
          ],
          "visual_cues": [
            "draped olive green gown",
            "earthy green halter neck dress",
            "sage backless silhouette"
          ]
        },
        {
          "candidate_name": "Burgundy and Wine Tone Tailoring",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "163081:1",
            "163131:1",
            "163434:1",
            "163000:1",
            "163375:1"
          ],
          "visual_cues": [
            "deep burgundy denim set",
            "maroon color palette",
            "burgundy patent or chiffon pieces"
          ]
        },
        {
          "candidate_name": "Layered Sheer Mesh & Lace Tops",
          "trend_type": "styling_formula",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162881:1",
            "163247:1",
            "162882:1",
            "163109:1",
            "163061:1"
          ],
          "visual_cues": [
            "sheer mesh long sleeve top",
            "translucent lace top",
            "organza layering tee"
          ]
        },
        {
          "candidate_name": "Dramatic Backless & Open-Back Silhouettes",
          "trend_type": "outfit",
          "visual_axis": "silhouette",
          "historical_relationship": "net_new",
          "seed_media_count": 6,
          "seed_media_refs": [
            "162919:3",
            "162920:2",
            "162804:1",
            "163010:2",
            "162925:1",
            "162796:1"
          ],
          "visual_cues": [
            "open back design",
            "backless gown silhouette",
            "unexpected open back top"
          ]
        },
        {
          "candidate_name": "Retro 70s Terry Cloth Resortwear",
          "trend_type": "outfit",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "162907:1",
            "162907:2",
            "162907:4",
            "162907:5"
          ],
          "visual_cues": [
            "terry cloth coverup",
            "red/orange terry fabric",
            "retro 70s towel texture set"
          ]
        },
        {
          "candidate_name": "Tailored Linen Vests & Waistcoats",
          "trend_type": "outfit",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "162894:1",
            "162895:1",
            "162812:1"
          ],
          "visual_cues": [
            "plaid waistcoat",
            "linen vest over dress",
            "tailored button-down vest"
          ]
        },
        {
          "candidate_name": "Statement Mary Jane & Block Heels",
          "trend_type": "accessory",
          "visual_axis": "accessory",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "163092:1",
            "163093:1",
            "163095:1",
            "163096:1",
            "163097:1"
          ],
          "visual_cues": [
            "leopard print Mary Janes",
            "silver metallic shoes",
            "block heel platform pumps"
          ]
        },
        {
          "candidate_name": "Gorpcore Hiking & Outdoor Headscarf Styling",
          "trend_type": "styling_formula",
          "visual_axis": "styling_formula",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163310:1",
            "163310:3",
            "163310:5",
            "163310:9"
          ],
          "visual_cues": [
            "bandana headscarf",
            "vibrant track pants",
            "leather hiking boots with sporty layers"
          ]
        },
        {
          "candidate_name": "Sculptural Silver Hardware & Metal Details",
          "trend_type": "accessory",
          "visual_axis": "accessory",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162919:3",
            "162920:3",
            "162920:8",
            "162921:2",
            "163211:1"
          ],
          "visual_cues": [
            "large metal cuff bracelet",
            "silver hardware accent on backless dress",
            "organic metal hardware on swimwear"
          ]
        },
        {
          "candidate_name": "Eclectic Multicolored Madras Plaid",
          "trend_type": "outfit",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162775:1",
            "162775:2",
            "162776:1",
            "162777:1",
            "162778:1"
          ],
          "visual_cues": [
            "Rainbow Madras Check fabric",
            "multicolor plaid dress",
            "plaid top with denim accents"
          ]
        },
        {
          "candidate_name": "Faux Suede & Plush Trim Outerwear",
          "trend_type": "outfit",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163059:1",
            "163059:2",
            "163059:4",
            "163082:1"
          ],
          "visual_cues": [
            "faux suede set",
            "faux fur trim collar",
            "tan suede jacket and skirt co-ord"
          ]
        },
        {
          "candidate_name": "Tactile Striped Resort Knitwear",
          "trend_type": "outfit",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162971:1",
            "163036:1",
            "163377:1",
            "163406:1",
            "163181:1"
          ],
          "visual_cues": [
            "striped crochet set",
            "multi-colored ribbed stripe dress",
            "grey and white striped lounge co-ord"
          ]
        },
        {
          "candidate_name": "Gingham & Checkered Summer Mini Dresses",
          "trend_type": "outfit",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163434:1",
            "163111:1",
            "163408:1",
            "163437:1"
          ],
          "visual_cues": [
            "burgundy gingham set",
            "neutral check mini dress",
            "gingham button-down shirt"
          ]
        }
      ],
      "ai_candidate_trend_count": 12,
      "ai_validated_trend_count_before_filter": 12,
      "accepted_trend_count": 12,
      "rejected_trend_count": 0,
      "rejected_trends": []
    }
  }
}