{ "report": { "id": 142, "period": "[swimwear] Jul 14 - Jul 28, 2026 (Part 4 of 11)", "created_at": "2026-07-28T20:15:30.500995+00:00", "workflow_note": "" }, "generation_diagnostics": { "available": true, "generated_at": "2026-07-28T20:15:43.730809Z", "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", "scoped_post_count": 0, "batch_size": 500, "max_batches": 20, "batch_count": 3, "images_requested": 918, "images_analyzed": 904, "posts_touched": 918, "reached_batch_cap": false, "batches": [ { "batch_number": 1, "images_requested": 500, "images_analyzed": 495, "posts_touched": 500, "completion_reconciled": false }, { "batch_number": 2, "images_requested": 418, "images_analyzed": 409, "posts_touched": 418, "completion_reconciled": false }, { "batch_number": 3, "images_requested": 0, "images_analyzed": 0, "posts_touched": 0, "completion_reconciled": false } ] }, "chunking": { "enabled": true, "chunk_number": 4, "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 }, "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, "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": 2274, "source_media_count": 2026, "eligible_post_count": 2026, "chunk_post_count": 200, "chunk_media_count": 200, "analyzed_post_count": 200, "analyzed_post_ids": [ 172595, 174423, 175947, 174047, 174277, 175435, 173784, 175436, 172911, 173035, 175019, 174078, 173760, 173511, 171758, 175832, 174702, 175299, 175595, 174207, 174369, 174151, 173639, 172002, 172659, 174800, 173538, 172282, 172311, 174506, 171940, 172906, 173592, 174984, 173238, 173885, 172862, 174632, 174765, 172482, 172826, 172981, 173468, 175897, 173793, 171949, 172433, 174295, 174495, 174147, 174401, 173321, 171916, 176021, 172726, 175879, 172960, 175521, 173908, 173256, 173621, 175685, 173825, 172643, 175154, 173282, 175686, 174017, 175687, 175688, 175689, 175690, 171718, 175691, 172762, 172348, 173186, 174053, 173196, 174278, 175833, 173216, 175834, 173943, 172124, 172179, 173452, 173997, 171929, 173232, 172785, 172019, 174215, 172063, 172584, 175052, 173141, 172558, 173132, 174633, 174006, 171693, 172420, 172559, 175792, 173014, 172403, 173059, 175081, 173029, 171849, 172994, 175692, 173721, 175693, 174926, 172618, 173862, 174155, 175082, 173079, 174933, 175911, 173794, 173897, 172907, 171768, 173701, 172970, 174831, 173648, 174105, 173923, 171780, 173772, 175033, 174527, 172180, 174414, 172569, 172693, 174033, 173115, 175463, 171814, 174576, 173680, 174383, 171899, 174281, 173069, 175241, 175574, 174893, 172335, 171950, 174516, 172434, 174463, 175102, 174964, 172802, 172709, 172737, 173593, 174965, 173785, 172738, 171730, 174308, 173974, 172949, 173487, 174351, 171840, 172669, 172483, 173471, 175720, 172688, 174337, 175734, 172331, 172464, 171806, 172548, 174594, 175609, 173364, 175041, 175835, 173060, 175034, 174279, 173499, 174985, 172444, 175694, 173556, 172670 ], "analyzed_media_count": 200, "analyzed_media_refs": [ "172595:1", "174423:1", "175947:1", "174047:1", "174277:1", "175435:1", "173784:1", "175436:1", "172911:1", "173035:1", "175019:1", "174078:1", "173760:1", "173511:1", "171758:1", "175832:1", "174702:1", "175299:1", "175595:1", "174207:1", "174369:1", "174151:1", "173639:1", "172002:1", "172659:1", "174800:1", "173538:1", "172282:1", "172311:1", "174506:1", "171940:1", "172906:1", "173592:1", "174984:1", "173238:1", "173885:1", "172862:1", "174632:1", "174765:1", "172482:1", "172826:1", "172981:1", "173468:1", "175897:1", "173793:1", "171949:1", "172433:1", "174295:1", "174495:1", "174147:1", "174401:1", "173321:1", "171916:1", "176021:1", "172726:1", "175879:1", "172960:1", "175521:1", "173908:1", "173256:1", "173621:1", "175685:1", "173825:1", "172643:1", "175154:1", "173282:1", "175686:1", "174017:1", "175687:1", "175688:1", "175689:1", "175690:1", "171718:1", "175691:1", "172762:1", "172348:1", "173186:1", "174053:1", "173196:1", "174278:1", "175833:1", "173216:1", "175834:1", "173943:1", "172124:1", "172179:1", "173452:1", "173997:1", "171929:1", "173232:1", "172785:1", "172019:1", "174215:1", "172063:1", "172584:1", "175052:1", "173141:1", "172558:1", "173132:1", "174633:1", "174006:1", "171693:1", "172420:1", "172559:1", "175792:1", "173014:1", "172403:1", "173059:1", "175081:1", "173029:1", "171849:1", "172994:1", "175692:1", "173721:1", "175693:1", "174926:1", "172618:1", "173862:1", "174155:1", "175082:1", "173079:1", "174933:1", "175911:1", "173794:1", "173897:1", "172907:1", "171768:1", "173701:1", "172970:1", "174831:1", "173648:1", "174105:1", "173923:1", "171780:1", "173772:1", "175033:1", "174527:1", "172180:1", "174414:1", "172569:1", "172693:1", "174033:1", "173115:1", "175463:1", "171814:1", "174576:1", "173680:1", "174383:1", "171899:1", "174281:1", "173069:1", "175241:1", "175574:1", "174893:1", "172335:1", "171950:1", "174516:1", "172434:1", "174463:1", "175102:1", "174964:1", "172802:1", "172709:1", "172737:1", "173593:1", "174965:1", "173785:1", "172738:1", "171730:1", "174308:1", "173974:1", "172949:1", "173487:1", "174351:1", "171840:1", "172669:1", "172483:1", "173471:1", "175720:1", "172688:1", "174337:1", "175734:1", "172331:1", "172464:1", "171806:1", "172548:1", "174594:1", "175609:1", "173364:1", "175041:1", "175835:1", "173060:1", "175034:1", "174279:1", "173499:1", "174985:1", "172444:1", "175694:1", "173556:1", "172670:1" ], "full_source_prompt_character_count": 112300, "source_prompt_character_count": 112300, "prompt_character_count": 112300, "prompt_character_limit": 300000, "prompt_was_truncated": false, "candidate_prompt_character_count": 116459, "validation_prompt_character_count": 121626, "candidate_reasoning_scratchpad": "An extensive sweep across the recent feed reveals dominant resort and coastal aesthetics heavily leaning into summer swimwear, crochet cover-ups, and beach lifestyle imagery. Key recurring visual clusters include classic brown and espresso tones, vibrant checkerboard and geometric prints, and structured resort loungewear separates styled for euro-summer getaways.", "validation_reasoning_scratchpad": "We validated multiple swimwear and resort-wear trends from the past 14 days, prioritizing visual clusters with strong cross-brand adoption. All unvalidated or single-brand candidate clusters were excluded, leaving robust micro-trends like chocolate brown swimwear, checkerboard prints, crochet cover-ups, and shell jewelry.", "ai_discovered_candidate_count": 7, "candidate_trends": [ { "candidate_name": "Espresso and Chocolate Brown Swimwear", "trend_type": "color", "visual_axis": "color", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "175436:1", "172311:1", "174527:1" ], "visual_cues": [ "chocolate brown bikini", "espresso one-piece swimsuit", "neutral beach palette", "sun-kissed aesthetic" ] }, { "candidate_name": "Checkerboard and Retro Grid Prints", "trend_type": "color", "visual_axis": "texture", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "175879:1", "172444:1", "175694:1" ], "visual_cues": [ "checkerboard print bikini", "brown and white checkerboard", "red and white checkerboard", "checkerboard rash guard" ] }, { "candidate_name": "Open-Work Crochet and Mesh Beach Cover-Ups", "trend_type": "texture", "visual_axis": "texture", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "175685:1", "175691:1", "175692:1" ], "visual_cues": [ "white crochet cover-up", "black fishnet dress", "mesh mini dress", "openwork knit fabric" ] }, { "candidate_name": "Layered Seashell and Puca Shell Jewelry", "trend_type": "accessory", "visual_axis": "accessory", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "173511:1", "173760:1", "175154:1" ], "visual_cues": [ "shell choker necklace", "puca shell jewelry", "cowrie shell accents", "beaded shell necklace" ] }, { "candidate_name": "Vibrant Pastel Blue and Mint Swimwear", "trend_type": "color", "visual_axis": "color", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "173468:1", "173186:1", "173997:1" ], "visual_cues": [ "light blue bikini", "powder blue two piece", "mint green crochet bikini", "pastel blue color palette" ] }, { "candidate_name": "Oversized Raffia and Woven Beach Totes", "trend_type": "accessory", "visual_axis": "accessory", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "173721:1", "174351:1", "171840:1" ], "visual_cues": [ "brown woven straw bag", "oversized tote bag", "raffia beach bag", "straw tote" ] }, { "candidate_name": "High-Cut Leg and Minimalist String Bikinis", "trend_type": "other", "visual_axis": "silhouette", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "172311:1", "173238:1", "173196:1" ], "visual_cues": [ "high-cut leg silhouette", "string bikini bottoms", "minimalist swimwear", "side tie bottoms" ] } ], "ai_candidate_trend_count": 7, "ai_validated_trend_count_before_filter": 7, "accepted_trend_count": 6, "rejected_trend_count": 1, "rejected_trends": [ { "trend_name": "Checkerboard and Retro Grid Prints", "confidence_score": 0.9, "valid_matching_image_count": 3, "matching_parent_post_count": 3, "matching_author_count": 3, "invalid_or_out_of_scope_media_refs": [], "unparseable_media_refs": [], "excluded_same_post_media_refs": [], "reasons": [ "Only 3 valid matching images; minimum is 4." ] } ] }, "accepted_trend_audit": [ { "trend_number": 1, "trend_name": "Espresso and Chocolate Brown Swimwear", "blog_title": "Rich Espresso and Chocolate Brown Swimwear", "trend_type": "color", "signal_strength": "strong", "confidence_percent": 95.0, "matching_image_count": 4, "matching_parent_post_count": 4, "visual_similarity_reason": "All selected images showcase solid chocolate, espresso, or dark coffee-brown swimwear styled against natural outdoor or poolside backgrounds.", "description": "Luxurious chocolate brown and espresso tones featured prominently across minimalist bikinis and one-piece swimsuits.", "keywords": [ "chocolate brown bikini", "espresso swimsuit", "neutral swimwear", "resort style" ], "post_ids": [ 175436, 172311, 174527, 173825 ], "media_refs": [ "175436:1", "172311:1", "174527:1", "173825:1" ], "qualification_reason": "Accepted with 4 matching images across 4 parent posts at 95.0% confidence. All selected images showcase solid chocolate, espresso, or dark coffee-brown swimwear styled against natural outdoor or poolside backgrounds." }, { "trend_number": 2, "trend_name": "Open-Work Crochet and Mesh Beach Cover-Ups", "blog_title": "Open-Work Crochet and Mesh Beach Cover-Ups", "trend_type": "texture", "signal_strength": "strong", "confidence_percent": 92.0, "matching_image_count": 4, "matching_parent_post_count": 4, "visual_similarity_reason": "All matching posts feature sheer, open-knit, or crochet dresses and cover-ups designed over swimwear.", "description": "Transparent mesh dresses and open-work handmade crochet cover-ups designed for effortless resort-to-street transitions.", "keywords": [ "crochet cover-up", "mesh dress", "open-work knit", "resort wear" ], "post_ids": [ 175685, 175691, 175692, 175019 ], "media_refs": [ "175685:1", "175691:1", "175692:1", "175019:1" ], "qualification_reason": "Accepted with 4 matching images across 4 parent posts at 92.0% confidence. All matching posts feature sheer, open-knit, or crochet dresses and cover-ups designed over swimwear." }, { "trend_number": 3, "trend_name": "Layered Seashell and Puca Shell Jewelry", "blog_title": "Nostalgic Puca and Cowrie Shell Jewelry", "trend_type": "accessory", "signal_strength": "strong", "confidence_percent": 94.0, "matching_image_count": 4, "matching_parent_post_count": 4, "visual_similarity_reason": "Each reference highlights distinct seashell chokers or puca shell necklaces worn as statement beach accessories.", "description": "Cowrie shell chokers, puca shells, and ocean-inspired beaded necklaces layered with gold hardware for a surfer-girl aesthetic.", "keywords": [ "shell necklace", "puca shells", "cowrie shell jewelry", "coastal accessories" ], "post_ids": [ 173511, 173760, 175154, 174151 ], "media_refs": [ "173511:1", "173760:1", "175154:1", "174151:1" ], "qualification_reason": "Accepted with 4 matching images across 4 parent posts at 94.0% confidence. Each reference highlights distinct seashell chokers or puca shell necklaces worn as statement beach accessories." }, { "trend_number": 4, "trend_name": "Vibrant Pastel Blue and Mint Swimwear", "blog_title": "Crisp Pastel Blue and Mint Swimwear", "trend_type": "color", "signal_strength": "strong", "confidence_percent": 91.0, "matching_image_count": 4, "matching_parent_post_count": 4, "visual_similarity_reason": "The selected images feature light pastel blue or mint colorways in clean swimwear silhouettes.", "description": "Soft powder blues, ice blues, and mint green hues styled across minimalist string bikinis and crochet swim sets.", "keywords": [ "pastel blue bikini", "mint green swimwear", "powder blue", "summer color trend" ], "post_ids": [ 173468, 173186, 173997, 174383 ], "media_refs": [ "173468:1", "173186:1", "173997:1", "174383:1" ], "qualification_reason": "Accepted with 4 matching images across 4 parent posts at 91.0% confidence. The selected images feature light pastel blue or mint colorways in clean swimwear silhouettes." }, { "trend_number": 5, "trend_name": "Oversized Raffia and Woven Beach Totes", "blog_title": "Oversized Natural Raffia and Woven Beach Totes", "trend_type": "accessory", "signal_strength": "strong", "confidence_percent": 93.0, "matching_image_count": 4, "matching_parent_post_count": 4, "visual_similarity_reason": "Each image prominently features large natural straw or raffia woven totes styled for beach or resort settings.", "description": "Oversized straw bags and natural raffia totes styled as functional, statement accessories for resort getaways.", "keywords": [ "raffia tote", "straw beach bag", "woven bag", "resort accessories" ], "post_ids": [ 173721, 174351, 171840, 175052 ], "media_refs": [ "173721:1", "174351:1", "171840:1", "175052:1" ], "qualification_reason": "Accepted with 4 matching images across 4 parent posts at 93.0% confidence. Each image prominently features large natural straw or raffia woven totes styled for beach or resort settings." }, { "trend_number": 6, "trend_name": "High-Cut Leg and Minimalist String Bikinis", "blog_title": "High-Cut Leg and Minimalist String Bikinis", "trend_type": "other", "signal_strength": "strong", "confidence_percent": 95.0, "matching_image_count": 4, "matching_parent_post_count": 4, "visual_similarity_reason": "All matching examples capture high-cut leg silhouettes and adjustable string ties on two-piece swimwear.", "description": "High-hip cut bottoms paired with delicate string ties and minimalist coverage across diverse color palettes.", "keywords": [ "high-cut bikini", "string bikini", "minimalist swimwear", "side tie bottoms" ], "post_ids": [ 172311, 173238, 173196, 174527 ], "media_refs": [ "172311:1", "173238:1", "173196:1", "174527:1" ], "qualification_reason": "Accepted with 4 matching images across 4 parent posts at 95.0% confidence. All matching examples capture high-cut leg silhouettes and adjustable string ties on two-piece swimwear." } ], "report_payload": { "reasoning_scratchpad": "We validated multiple swimwear and resort-wear trends from the past 14 days, prioritizing visual clusters with strong cross-brand adoption. All unvalidated or single-brand candidate clusters were excluded, leaving robust micro-trends like chocolate brown swimwear, checkerboard prints, crochet cover-ups, and shell jewelry.", "content_ideas": [ { "blog_title": "Rich Espresso and Chocolate Brown Swimwear", "trend_name": "Espresso and Chocolate Brown Swimwear", "trend_type": "color", "trend_trajectory": "net_new", "historical_note": "Net-new visual theme for the current reporting window, moving away from classic black toward rich earth tones.", "description": "Luxurious chocolate brown and espresso tones featured prominently across minimalist bikinis and one-piece swimsuits.", "visual_similarity_reason": "All selected images showcase solid chocolate, espresso, or dark coffee-brown swimwear styled against natural outdoor or poolside backgrounds.", "instagram_caption": "Rich espresso tones are our new favorite neutral for beach days. \ud83e\udd0e\u2728\n\nShop the look online now.", "trend_signal_strength": "strong", "confidence_score": 0.95, "keywords": [ "chocolate brown bikini", "espresso swimsuit", "neutral swimwear", "resort style" ], "example_media_refs": [ "175436:1", "172311:1", "174527:1", "173825:1" ], "example_post_ids": [ 175436, 172311, 174527, 173825 ], "matching_image_count": 4, "matching_parent_post_count": 4, "matching_author_count": 4 }, { "blog_title": "Open-Work Crochet and Mesh Beach Cover-Ups", "trend_name": "Open-Work Crochet and Mesh Beach Cover-Ups", "trend_type": "texture", "trend_trajectory": "net_new", "historical_note": "Net-new texture focus highlighting artisanal open-knit fabrics for resort layering.", "description": "Transparent mesh dresses and open-work handmade crochet cover-ups designed for effortless resort-to-street transitions.", "visual_similarity_reason": "All matching posts feature sheer, open-knit, or crochet dresses and cover-ups designed over swimwear.", "instagram_caption": "The ultimate resort-to-street layers: open-work crochet and airy mesh. \ud83d\udc1a\ud83e\udd0d\n\nReady for your next getaway.", "trend_signal_strength": "strong", "confidence_score": 0.92, "keywords": [ "crochet cover-up", "mesh dress", "open-work knit", "resort wear" ], "example_media_refs": [ "175685:1", "175691:1", "175692:1", "175019:1" ], "example_post_ids": [ 175685, 175691, 175692, 175019 ], "matching_image_count": 4, "matching_parent_post_count": 4, "matching_author_count": 2 }, { "blog_title": "Nostalgic Puca and Cowrie Shell Jewelry", "trend_name": "Layered Seashell and Puca Shell Jewelry", "trend_type": "accessory", "trend_trajectory": "net_new", "historical_note": "Net-new accessory trend capturing coastal nostalgic styling.", "description": "Cowrie shell chokers, puca shells, and ocean-inspired beaded necklaces layered with gold hardware for a surfer-girl aesthetic.", "visual_similarity_reason": "Each reference highlights distinct seashell chokers or puca shell necklaces worn as statement beach accessories.", "instagram_caption": "Bringing coastal nostalgia to every look with layered puca and cowrie shells. \ud83d\udc1a\u2728\n\nTap to shop our newest accessories.", "trend_signal_strength": "strong", "confidence_score": 0.94, "keywords": [ "shell necklace", "puca shells", "cowrie shell jewelry", "coastal accessories" ], "example_media_refs": [ "173511:1", "173760:1", "175154:1", "174151:1" ], "example_post_ids": [ 173511, 173760, 175154, 174151 ], "matching_image_count": 4, "matching_parent_post_count": 4, "matching_author_count": 4 }, { "blog_title": "Crisp Pastel Blue and Mint Swimwear", "trend_name": "Vibrant Pastel Blue and Mint Swimwear", "trend_type": "color", "trend_trajectory": "net_new", "historical_note": "Net-new color palette offering a refreshing contrast to warm earth tones.", "description": "Soft powder blues, ice blues, and mint green hues styled across minimalist string bikinis and crochet swim sets.", "visual_similarity_reason": "The selected images feature light pastel blue or mint colorways in clean swimwear silhouettes.", "instagram_caption": "Refreshing pastel blues and mint greens for sun-drenched days. \ud83e\ude75\ud83c\udf34\n\nDiscover the collection online.", "trend_signal_strength": "strong", "confidence_score": 0.91, "keywords": [ "pastel blue bikini", "mint green swimwear", "powder blue", "summer color trend" ], "example_media_refs": [ "173468:1", "173186:1", "173997:1", "174383:1" ], "example_post_ids": [ 173468, 173186, 173997, 174383 ], "matching_image_count": 4, "matching_parent_post_count": 4, "matching_author_count": 4 }, { "blog_title": "Oversized Natural Raffia and Woven Beach Totes", "trend_name": "Oversized Raffia and Woven Beach Totes", "trend_type": "accessory", "trend_trajectory": "net_new", "historical_note": "Net-new functional accessory trend centered around natural woven textures.", "description": "Oversized straw bags and natural raffia totes styled as functional, statement accessories for resort getaways.", "visual_similarity_reason": "Each image prominently features large natural straw or raffia woven totes styled for beach or resort settings.", "instagram_caption": "Pack all your essentials in our oversized natural raffia totes. \ud83e\udd65\ud83c\udf34\n\nYour new everyday travel bag has arrived.", "trend_signal_strength": "strong", "confidence_score": 0.93, "keywords": [ "raffia tote", "straw beach bag", "woven bag", "resort accessories" ], "example_media_refs": [ "173721:1", "174351:1", "171840:1", "175052:1" ], "example_post_ids": [ 173721, 174351, 171840, 175052 ], "matching_image_count": 4, "matching_parent_post_count": 4, "matching_author_count": 4 }, { "blog_title": "High-Cut Leg and Minimalist String Bikinis", "trend_name": "High-Cut Leg and Minimalist String Bikinis", "trend_type": "other", "trend_trajectory": "sustained", "historical_note": "Sustained core swimwear silhouette continuing as a foundational trend.", "description": "High-hip cut bottoms paired with delicate string ties and minimalist coverage across diverse color palettes.", "visual_similarity_reason": "All matching examples capture high-cut leg silhouettes and adjustable string ties on two-piece swimwear.", "instagram_caption": "Designed to elongate and flatter: our signature high-cut leg and string bikinis. \u2728\ud83d\udc59\n\nFind your perfect fit.", "trend_signal_strength": "strong", "confidence_score": 0.95, "keywords": [ "high-cut bikini", "string bikini", "minimalist swimwear", "side tie bottoms" ], "example_media_refs": [ "172311:1", "173238:1", "173196:1", "174527:1" ], "example_post_ids": [ 172311, 173238, 173196, 174527 ], "matching_image_count": 4, "matching_parent_post_count": 4, "matching_author_count": 4 } ], "overview_title": "Latest Trends", "overview_description": "Resort wardrobes are leaning into rich espresso and chocolate brown tones from @girlnextdoorswim and @sealevelaustralia, contrasted by refreshing pastel blues and mints by @jadeswim and @chloeroseswimwear. 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Key recurring visual clusters include classic brown and espresso tones, vibrant checkerboard and geometric prints, and structured resort loungewear separates styled for euro-summer getaways.", "validation_reasoning_scratchpad": "We validated multiple swimwear and resort-wear trends from the past 14 days, prioritizing visual clusters with strong cross-brand adoption. All unvalidated or single-brand candidate clusters were excluded, leaving robust micro-trends like chocolate brown swimwear, checkerboard prints, crochet cover-ups, and shell jewelry.", "ai_discovered_candidate_count": 7, "candidate_trends": [ { "candidate_name": "Espresso and Chocolate Brown Swimwear", "trend_type": "color", "visual_axis": "color", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "175436:1", "172311:1", "174527:1" ], "visual_cues": [ "chocolate brown bikini", "espresso one-piece swimsuit", "neutral beach palette", "sun-kissed aesthetic" ] }, { "candidate_name": "Checkerboard and Retro Grid Prints", "trend_type": "color", "visual_axis": "texture", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "175879:1", "172444:1", "175694:1" ], "visual_cues": [ "checkerboard print bikini", "brown and white checkerboard", "red and white checkerboard", "checkerboard rash guard" ] }, { "candidate_name": "Open-Work Crochet and Mesh Beach Cover-Ups", "trend_type": "texture", "visual_axis": "texture", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "175685:1", "175691:1", "175692:1" ], "visual_cues": [ "white crochet cover-up", "black fishnet dress", "mesh mini dress", "openwork knit fabric" ] }, { "candidate_name": "Layered Seashell and Puca Shell Jewelry", "trend_type": "accessory", "visual_axis": "accessory", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "173511:1", "173760:1", "175154:1" ], "visual_cues": [ "shell choker necklace", "puca shell jewelry", "cowrie shell accents", "beaded shell necklace" ] }, { "candidate_name": "Vibrant Pastel Blue and Mint Swimwear", "trend_type": "color", "visual_axis": "color", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "173468:1", "173186:1", "173997:1" ], "visual_cues": [ "light blue bikini", "powder blue two piece", "mint green crochet bikini", "pastel blue color palette" ] }, { "candidate_name": "Oversized Raffia and Woven Beach Totes", "trend_type": "accessory", "visual_axis": "accessory", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "173721:1", "174351:1", "171840:1" ], "visual_cues": [ "brown woven straw bag", "oversized tote bag", "raffia beach bag", "straw tote" ] }, { "candidate_name": "High-Cut Leg and Minimalist String Bikinis", "trend_type": "other", "visual_axis": "silhouette", "historical_relationship": "net_new", "seed_media_count": 3, "seed_media_refs": [ "172311:1", "173238:1", "173196:1" ], "visual_cues": [ "high-cut leg silhouette", "string bikini bottoms", "minimalist swimwear", "side tie bottoms" ] } ], "ai_candidate_trend_count": 7, "ai_validated_trend_count_before_filter": 7, "accepted_trend_count": 6, "rejected_trend_count": 1, "rejected_trends": [ { "trend_name": "Checkerboard and Retro Grid Prints", "confidence_score": 0.9, "valid_matching_image_count": 3, "matching_parent_post_count": 3, "matching_author_count": 3, "invalid_or_out_of_scope_media_refs": [], "unparseable_media_refs": [], "excluded_same_post_media_refs": [], "reasons": [ "Only 3 valid matching images; minimum is 4." ] } ] } } }