{
  "report": {
    "id": 146,
    "period": "[swimwear] Jul 14 - Jul 28, 2026 (Part 8 of 11)",
    "created_at": "2026-07-28T20:16:28.027044+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": "We analyzed the provided Instagram and Pinterest candidate clusters against raw image metadata to extract high-confidence visual trends for swimwear and resort wear. The dataset strongly emphasizes chocolate and espresso brown colorways, sarong wrap styling, vibrant tropical florals, butter yellow pastels, and layered gold jewelry. Every finalized trend strictly satisfies the minimum threshold of at least 4 unique MediaRefs across 3 distinct parent posts.",
    "content_ideas": [
      {
        "blog_title": "Espresso Brown Swim & Resort Wear",
        "trend_name": "Espresso Brown Swim & Resort Wear",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new visual theme showing deep chocolate and espresso shades replacing basic black for elevated summer swimwear.",
        "description": "Rich chocolate brown bikinis, one-piece swimsuits, and matching resort pieces styled with earthy neutral palettes.",
        "visual_similarity_reason": "Multiple images feature deep brown tones, chocolate hues, and espresso swimwear silhouettes paired with warm skin tones.",
        "instagram_caption": "Espresso is officially the new neutral for your beach rotation. 🤎✨ Shop our favorite rich chocolate swim pieces now.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.95,
        "keywords": [
          "espresso swim",
          "chocolate brown bikini",
          "earthy neutral swimwear",
          "resort fashion"
        ],
        "example_media_refs": [
          "174250:1",
          "172317:1",
          "173106:1",
          "173840:1"
        ],
        "example_post_ids": [
          174250,
          172317,
          173106,
          173840
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Tropical Floral Print Swimwear",
        "trend_name": "Tropical Floral Print Swimwear",
        "trend_type": "texture",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new trend reflecting high-demand statement botanical prints for peak vacation season.",
        "description": "Vibrant botanical leaf patterns, hibiscus prints, and tropical floral motifs splashed across bikinis and one-pieces.",
        "visual_similarity_reason": "Consistent use of large-scale botanical and floral patterns on swimwear pieces set against sunny outdoor environments.",
        "instagram_caption": "Bringing big botanical energy to the coastline. 🌺 Which tropical print are you packing next? #VacationStyle",
        "trend_signal_strength": "strong",
        "confidence_score": 0.92,
        "keywords": [
          "tropical floral bikini",
          "hibiscus print swim",
          "botanical one-piece",
          "vacation style"
        ],
        "example_media_refs": [
          "173986:1",
          "174223:1",
          "173214:1",
          "174225:1"
        ],
        "example_post_ids": [
          173986,
          174223,
          173214,
          174225
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 3
      },
      {
        "blog_title": "Sarong and Wrap Skirt Beach Styling",
        "trend_name": "Sarong and Wrap Skirt Beach Styling",
        "trend_type": "styling_formula",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new trend highlighting the sarong wrap as an essential beach-to-street layering piece.",
        "description": "Sheer and matching sarong wrap skirts tied at the waist over bikinis for effortless poolside-to-dining transitions.",
        "visual_similarity_reason": "Repeated styling formula featuring wrap skirts or sarongs layered directly over swimwear bottoms.",
        "instagram_caption": "The ultimate poolside layering trick: throw on a effortless sarong and you're ready for lunch by the water. 🌊✨",
        "trend_signal_strength": "strong",
        "confidence_score": 0.9,
        "keywords": [
          "sarong wrap skirt",
          "beach cover up",
          "resort styling",
          "sheer wrap skirt"
        ],
        "example_media_refs": [
          "173442:1",
          "172806:1",
          "173259:1",
          "174522:1"
        ],
        "example_post_ids": [
          173442,
          172806,
          173259,
          174522
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Pastel Yellow Butter Swimwear",
        "trend_name": "Pastel Yellow Butter Swimwear",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new colorway establishing soft butter yellow as the leading pastel palette for minimalist swim.",
        "description": "Soft butter yellow and mimosa colored bikinis and one-pieces that complement sun-kissed skin and gold accessories.",
        "visual_similarity_reason": "Strong visual clustering of pale, pastel, and mimosa yellow swimwear styles across multiple brand feeds.",
        "instagram_caption": "Sunbake in butter. 🌼 Soft pastel yellow is the shade of the season for sun-kissed skin.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.91,
        "keywords": [
          "butter yellow swim",
          "pastel yellow bikini",
          "mimosa swimwear",
          "minimalist beach look"
        ],
        "example_media_refs": [
          "173369:1",
          "173713:1",
          "175126:1",
          "172449:1"
        ],
        "example_post_ids": [
          173369,
          173713,
          175126,
          172449
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        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Gold Layered Jewelry Stack with Swimwear",
        "trend_name": "Gold Layered Jewelry Stack with Swimwear",
        "trend_type": "accessory",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new accessory focus on elevating simple swimwear silhouettes with heavy gold hardware.",
        "description": "Layered gold necklaces, pendant charms, hoop earrings, and bracelets worn against bare skin and swimwear.",
        "visual_similarity_reason": "Frequent pairing of stacked gold chains, necklaces, and hoops with minimalist bikinis and resort wear.",
        "instagram_caption": "Elevate your basic swim look with a stacked gold necklace moment. ✨💛 Less is more, but sparkle is essential.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.89,
        "keywords": [
          "layered gold jewelry",
          "gold necklaces",
          "beach accessories",
          "resort glam"
        ],
        "example_media_refs": [
          "174223:1",
          "174250:1",
          "172075:1",
          "174225:1"
        ],
        "example_post_ids": [
          174223,
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          172075,
          174225
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        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 3
      },
      {
        "blog_title": "Sheer Mesh and Chiffon Resort Cover-Ups",
        "trend_name": "Sheer Mesh and Chiffon Resort Cover-Ups",
        "trend_type": "garment_type",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new garment category focusing on lightweight, semi-transparent layers for high-end resort styling.",
        "description": "Semi-transparent chiffon robes, mesh pants, and sheer long-sleeve cardigans layered over swimwear.",
        "visual_similarity_reason": "Images consistently showcase lightweight, sheer, and see-through fabric textures used as post-swim layering pieces.",
        "instagram_caption": "Chiffon and mesh cover-ups are calling. The ultimate lightweight layers for your luxury resort getaway. ☁️🩵",
        "trend_signal_strength": "medium",
        "confidence_score": 0.85,
        "keywords": [
          "sheer cover up",
          "mesh resort pants",
          "chiffon robe",
          "vacation layers"
        ],
        "example_media_refs": [
          "173053:1",
          "173375:1",
          "173599:1",
          "174547:1"
        ],
        "example_post_ids": [
          173053,
          173375,
          173599,
          174547
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Monochrome Black Minimalist Swimwear",
        "trend_name": "Monochrome Black Minimalist Swimwear",
        "trend_type": "color",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained classic trend that remains a perennially reliable staple across summer swimwear collections.",
        "description": "Sleek, timeless black one-pieces and minimalist string bikinis featuring clean silhouettes.",
        "visual_similarity_reason": "Consistent presence of solid black swimwear items styled cleanly against pool and beach backdrops.",
        "instagram_caption": "You can never go wrong with classic black. 🖤 The ultimate timeless swim staple for effortless resort style.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.94,
        "keywords": [
          "black bikini",
          "black one piece",
          "monochrome swim",
          "minimalist resort wear"
        ],
        "example_media_refs": [
          "175418:1",
          "171810:1",
          "175576:1",
          "173312:1"
        ],
        "example_post_ids": [
          175418,
          171810,
          175576,
          173312
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Vibrant Royal Blue Swimwear",
        "trend_name": "Vibrant Royal Blue Swimwear",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new color trend driven by electric cobalt and royal blue colorways popping against ocean waters.",
        "description": "High-saturation royal blue and cobalt bikinis, ribbed swimsuits, and one-pieces making a bold statement.",
        "visual_similarity_reason": "Images share a striking electric blue palette applied to various swimwear silhouettes near the ocean.",
        "instagram_caption": "Electric royal blue is the colorway of the summer. 💙 Make a splash in saturated shades that pop against the waves.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.9,
        "keywords": [
          "royal blue bikini",
          "cobalt swim",
          "blue ribbed swimsuit",
          "vibrant swimwear"
        ],
        "example_media_refs": [
          "172127:1",
          "173901:1",
          "173076:1",
          "171763:1"
        ],
        "example_post_ids": [
          172127,
          173901,
          173076,
          171763
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Classic Gingham and Checkered Print Swim",
        "trend_name": "Classic Gingham and Checkered Print Swim",
        "trend_type": "texture",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new print trend bringing nostalgic checkerboard and gingham patterns into modern swimwear.",
        "description": "Retro checkered prints, black-and-white gingham, and plaid swimsuits infusing a playful 90s aesthetic.",
        "visual_similarity_reason": "Repeated use of checkered, plaid, and gingham patterns across swimwear and resort co-ords.",
        "instagram_caption": "Retro gingham and checkerboard patterns are having a major moment this season. 🏁 Playful, nostalgic, and chic.",
        "trend_signal_strength": "medium",
        "confidence_score": 0.86,
        "keywords": [
          "gingham bikini",
          "checkerboard swim",
          "check print swimsuit",
          "retro resort wear"
        ],
        "example_media_refs": [
          "173063:1",
          "172448:1",
          "173815:1",
          "175302:1"
        ],
        "example_post_ids": [
          173063,
          172448,
          173815,
          175302
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Straw Tote and Basket Bag Beach Accessories",
        "trend_name": "Straw Tote and Basket Bag Beach Accessories",
        "trend_type": "accessory",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained warm-weather staple featuring natural woven fiber bags for seaside outings.",
        "description": "Woven straw totes, basket bags, and natural fiber resort accessories paired with vacation outfits.",
        "visual_similarity_reason": "Consistent styling inclusion of woven straw bags and basket totes across various beach and resort posts.",
        "instagram_caption": "Pack your essentials in a classic straw tote and head straight to the sand. 🧺🌴 Beach season is officially here.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.93,
        "keywords": [
          "straw tote bag",
          "beach basket bag",
          "woven resort bag",
          "summer accessories"
        ],
        "example_media_refs": [
          "173375:1",
          "175465:1",
          "173259:1",
          "174327:1"
        ],
        "example_post_ids": [
          173375,
          175465,
          173259,
          174327
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Sunset Golden Hour Beach Portraits",
        "trend_name": "Sunset Golden Hour Beach Portraits",
        "trend_type": "setting",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained high-engagement aesthetic using warm natural lighting against coastal backdrops.",
        "description": "Outdoor beach campaigns and lifestyle shots captured during golden hour with warm sunset skies and rocky coastlines.",
        "visual_similarity_reason": "Shared warm lighting conditions, sunset color palettes, and coastal shorelines across image compositions.",
        "instagram_caption": "Chasing golden hour on island time. ✨ The most magical lighting for high-engagement beach moments.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.92,
        "keywords": [
          "golden hour photography",
          "coastal aesthetic",
          "sunset beach shoot",
          "summer mood"
        ],
        "example_media_refs": [
          "172127:1",
          "173713:1",
          "173703:1",
          "172128:1"
        ],
        "example_post_ids": [
          172127,
          173713,
          173703,
          172128
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 3
      },
      {
        "blog_title": "Underwire Supportive Bikini Tops",
        "trend_name": "Underwire Supportive Bikini Tops",
        "trend_type": "silhouette",
        "trend_trajectory": "sustained",
        "historical_note": "Sustained structured silhouette trend blending lingerie-inspired shaping with active beach practicality.",
        "description": "Structured underwire bikini cups offering enhanced lift and support with a sleek, tailored neckline.",
        "visual_similarity_reason": "Repeated visual emphasis on structured underwire cups and supportive bralette construction in swimwear.",
        "instagram_caption": "Underwire support meets effortless beach style. 🤍 The structured swim top you'll reach for all summer long.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.88,
        "keywords": [
          "underwire bikini",
          "structured swim top",
          "supportive swimwear",
          "lingerie inspired swim"
        ],
        "example_media_refs": [
          "173713:1",
          "174522:1",
          "173605:1",
          "173840:1"
        ],
        "example_post_ids": [
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        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      }
    ],
    "overview_title": "Latest Trends",
    "overview_description": "This week's resort landscape is defined by a sophisticated duality, contrasting sleek, minimalist black pieces and rich espresso brown sets from labels like @align.swim and @arun_wear with vibrant bursts of royal blue and tropical florals courtesy of @onewithswim and @leopool_swim. Butter yellow hues and retro checks from @capalaswim and @jelani.thelabel bring a sun-drenched softness to the shoreline, perfectly accented by structured underwire silhouettes and layered gold hardware featured by @malayaswimwear and @seven.seas.swim. Effortless transitions from poolside to dining are achieved through sheer chiffon cover-ups by @notanorm.brand and coordinating wrap skirts from @cleonie.swim, finished with tactile straw totes from @_andrealin against stunning golden hour backdrops.",
    "generation_diagnostics": {
      "available": true,
      "generated_at": "2026-07-28T20:16:48.329704Z",
      "tag": "swimwear",
      "media_scope": "cover_only",
      "generation_strategy": "deep_chunked_two_pass_candidate_discovery_and_validation",
      "report_profile": "deep",
      "model": "google/gemini-3.5-flash-lite",
      "previous_report_context": null,
      "vision_preflight": {
        "enabled": true,
        "since": "2026-07-14T20:05:26.235773Z",
        "media_scope": "cover_only",
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        "batch_size": 500,
        "max_batches": 20,
        "batch_count": 3,
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      "chunking": {
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        "chunk_number": 8,
        "chunk_count": 11,
        "max_posts_per_chunk": 200,
        "max_media_per_chunk": 500,
        "chunk_post_count": 200,
        "chunk_media_count": 200,
        "full_source_post_count": 2274,
        "full_eligible_post_count": 2026,
        "full_source_media_count": 2026
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      "criteria": {
        "time_window_days": 14,
        "window_start": "2026-07-14T20:05:26.235773Z",
        "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,
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        "deep_report_max_posts": 200,
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      "full_source_prompt_character_count": 112480,
      "source_prompt_character_count": 112480,
      "prompt_character_count": 112480,
      "prompt_character_limit": 300000,
      "prompt_was_truncated": false,
      "candidate_prompt_character_count": 116639,
      "validation_prompt_character_count": 124930,
      "candidate_reasoning_scratchpad": "The past 14 days of social content are overwhelmingly dominated by resort wear, European summer aesthetics, and versatile swimwear pieces that double as everyday bodysuits. We observed robust clusters around rich espresso-brown tones, vibrant floral prints, and transitional beach-to-street styling formulas like sarong wraps and sheer cover-up layers.",
      "validation_reasoning_scratchpad": "We analyzed the provided Instagram and Pinterest candidate clusters against raw image metadata to extract high-confidence visual trends for swimwear and resort wear. The dataset strongly emphasizes chocolate and espresso brown colorways, sarong wrap styling, vibrant tropical florals, butter yellow pastels, and layered gold jewelry. Every finalized trend strictly satisfies the minimum threshold of at least 4 unique MediaRefs across 3 distinct parent posts.",
      "ai_discovered_candidate_count": 12,
      "candidate_trends": [
        {
          "candidate_name": "Espresso Brown Swim & Resort Wear",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "174250:1",
            "172317:1",
            "173106:1"
          ],
          "visual_cues": [
            "brown underwire bikini top",
            "espresso brown one-piece swimsuit",
            "chocolate brown bikini bottoms",
            "earthy neutral palette"
          ]
        },
        {
          "candidate_name": "Tropical Floral Print Swimwear",
          "trend_type": "texture",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "173986:1",
            "174223:1",
            "173214:1"
          ],
          "visual_cues": [
            "floral print swimsuit",
            "tropical leaf pattern",
            "hibiscus floral bikini",
            "botanical print one-piece"
          ]
        },
        {
          "candidate_name": "Sarong and Wrap Skirt Beach Styling",
          "trend_type": "styling_formula",
          "visual_axis": "styling_formula",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "173442:1",
            "172806:1",
            "173259:1"
          ],
          "visual_cues": [
            "sarong wrap skirt",
            "sheer wrap skirt",
            "matching sarong cover-up",
            "tied side sarong"
          ]
        },
        {
          "candidate_name": "Pastel Yellow Butter Swimwear",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "173369:1",
            "173713:1",
            "175126:1"
          ],
          "visual_cues": [
            "butter yellow swimwear",
            "pastel yellow bikini",
            "mimosa yellow bikini top",
            "light yellow swimsuit"
          ]
        },
        {
          "candidate_name": "Gold Layered Jewelry Stack with Swimwear",
          "trend_type": "accessory",
          "visual_axis": "accessory",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "174223:1",
            "174250:1",
            "172075:1"
          ],
          "visual_cues": [
            "layered gold necklaces",
            "gold hoop earrings",
            "gold pendant necklace",
            "stacked gold jewelry"
          ]
        },
        {
          "candidate_name": "Sheer Mesh and Chiffon Resort Cover-Ups",
          "trend_type": "garment_type",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "173053:1",
            "173375:1",
            "173599:1"
          ],
          "visual_cues": [
            "sheer chiffon fabric",
            "long sleeve cover up",
            "sheer mesh cover-up pants",
            "ruffled maxi robe"
          ]
        },
        {
          "candidate_name": "Monochrome Black Minimalist Swimwear",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "sustained",
          "seed_media_count": 3,
          "seed_media_refs": [
            "175418:1",
            "171810:1",
            "175576:1"
          ],
          "visual_cues": [
            "black one-piece swimsuit",
            "black bikini set",
            "monochrome black palette",
            "textured black swimwear"
          ]
        },
        {
          "candidate_name": "Vibrant Royal Blue Swimwear",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "172127:1",
            "173901:1",
            "173076:1"
          ],
          "visual_cues": [
            "royal blue bikini",
            "blue ribbed swimsuit",
            "bright blue palette",
            "cobalt blue swimwear"
          ]
        },
        {
          "candidate_name": "Classic Gingham and Checkered Print Swim",
          "trend_type": "texture",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "173063:1",
            "172448:1",
            "173815:1"
          ],
          "visual_cues": [
            "checkerboard print bikini",
            "black and white gingham",
            "pink gingham swimwear",
            "plaid check bikini"
          ]
        },
        {
          "candidate_name": "Straw Tote and Basket Bag Beach Accessories",
          "trend_type": "accessory",
          "visual_axis": "accessory",
          "historical_relationship": "sustained",
          "seed_media_count": 3,
          "seed_media_refs": [
            "173375:1",
            "175465:1",
            "173259:1"
          ],
          "visual_cues": [
            "straw tote bag",
            "straw basket bag",
            "woven straw bag",
            "beach tote bag"
          ]
        },
        {
          "candidate_name": "Sunset Golden Hour Beach Portraits",
          "trend_type": "setting",
          "visual_axis": "setting",
          "historical_relationship": "sustained",
          "seed_media_count": 3,
          "seed_media_refs": [
            "172127:1",
            "173713:1",
            "173703:1"
          ],
          "visual_cues": [
            "golden hour lighting",
            "coastal aesthetic",
            "rocky shoreline background",
            "sunset sky palette"
          ]
        },
        {
          "candidate_name": "Underwire Supportive Bikini Tops",
          "trend_type": "silhouette",
          "visual_axis": "silhouette",
          "historical_relationship": "sustained",
          "seed_media_count": 3,
          "seed_media_refs": [
            "173713:1",
            "174522:1",
            "173605:1"
          ],
          "visual_cues": [
            "underwire bikini top",
            "ruched underwire top",
            "supportive underwire swim",
            "structured bikini top"
          ]
        }
      ],
      "ai_candidate_trend_count": 12,
      "ai_validated_trend_count_before_filter": 12,
      "accepted_trend_count": 12,
      "rejected_trend_count": 0,
      "rejected_trends": []
    }
  }
}