{
  "report": {
    "id": 75,
    "period": "[All] Jun 24 - Jul 08, 2026 (Part 2 of 14)",
    "created_at": "2026-07-08T21:56:10.560281+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": "Visual analysis of the past 14 days validates key summer directions: delicate gingham and nostalgic 60s polka dots are leading pattern choices, while chocolate brown and soft buttery yellow dominate as the season's core neutral and pastel tones. Additionally, activewear is undergoing a major evolution toward retro sporty contrast-trim designs and elegant open-back, halter-style silhouettes that transition effortlessly off-duty.",
    "content_ideas": [
      {
        "blog_title": "Summer's Darling Pattern: Picnic-Ready Gingham",
        "trend_name": "Gingham & Check Picnic Dressing",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "This is a net-new summer pattern trend emerging as a cottagecore and coastal daytime styling staple.",
        "description": "Gingham and checkered patterns are taking over summer sundresses, matching co-ord sets, and picnic-ready silhouettes, featuring halter necks and strategic drop-waist detailing.",
        "visual_similarity_reason": "Repeated print style with blue/white or black/white checks across casual outdoor sundresses, strapless silhouettes, and matching co-ords.",
        "instagram_caption": "Nothing says summer quite like gingham. 🧺✨ From park picnics to vineyard strolls, we’re styling these micro-checks all season long.\n\nWhich look is your favorite?",
        "trend_signal_strength": "strong",
        "confidence_score": 0.95,
        "keywords": [
          "gingham dress",
          "picnic style",
          "cottagecore",
          "summer midi dress",
          "drop waist"
        ],
        "example_media_refs": [
          "154751:1",
          "154722:1",
          "154725:1",
          "154726:1",
          "154732:1",
          "154727:1",
          "151416:4"
        ],
        "example_post_ids": [
          154751,
          154722,
          154725,
          154726,
          154732,
          154727,
          151416
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 7,
        "matching_author_count": 7,
        "generated_graphics": [
          {
            "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-2e4aa3b5-6c01-4c9b-a4fb-2d7264c3326d.jpg",
            "selected_image_urls": [
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/741481351_18101852255325464_3810444458334401008_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730015369_18604720495011073_5033610812734700046_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/742096394_18605557477001354_850691100566662183_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731787546_18608553838021634_273484717126445172_n.jpg"
            ],
            "title": "Picnic-Ready Gingham",
            "description": "Gingham and checkered patterns are taking over summer sundresses, matching co-ord sets, and picnic-ready silhouettes, featuring halter necks and strategic drop-waist detailing.",
            "template_key": "trend"
          }
        ],
        "generated_graphic_urls": [
          "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-2e4aa3b5-6c01-4c9b-a4fb-2d7264c3326d.jpg"
        ],
        "generated_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-2e4aa3b5-6c01-4c9b-a4fb-2d7264c3326d.jpg",
        "selected_image_urls": [
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/741481351_18101852255325464_3810444458334401008_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730015369_18604720495011073_5033610812734700046_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/742096394_18605557477001354_850691100566662183_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731787546_18608553838021634_273484717126445172_n.jpg"
        ]
      },
      {
        "blog_title": "Wild Card Neutral: Graphic Zebra & Animal Accents",
        "trend_name": "Zebra & Animal Print Accents",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Identified as a fresh directional shift moving animal prints into neutral, everyday resort styling.",
        "description": "Bold, graphic animal prints—especially zebra—are transitioning from statement evening choices into breezy, neutral-toned daytime layerings like cover-ups, midi skirts, and active sets.",
        "visual_similarity_reason": "High-contrast zebra patterns used as cover-ups, midi skirts, bikinis, and athleisure coordinating sets.",
        "instagram_caption": "Zebra print is officially our favorite summer neutral. 🖤 Safari chic meets coastal ease with breezy layers and effortless matching sets.\n\nHow are you styling yours?",
        "trend_signal_strength": "strong",
        "confidence_score": 0.92,
        "keywords": [
          "zebra print",
          "animal print trend",
          "resortwear",
          "travel fashion",
          "safari style"
        ],
        "example_media_refs": [
          "154755:1",
          "154740:1",
          "154746:1",
          "154747:1",
          "154736:1",
          "150738:3",
          "150738:4"
        ],
        "example_post_ids": [
          154755,
          154740,
          154746,
          154747,
          154736,
          150738
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 6,
        "matching_author_count": 6,
        "generated_graphics": [
          {
            "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-3c08d88b-1158-4f16-bdb6-720bf48a1494.jpg",
            "selected_image_urls": [
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730270587_18620060737041693_1388825226284917415_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731357073_17925262422370375_8542609223387634476_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/733448539_18612624385011340_5010869417682736744_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/733483416_18622382158001173_7269431766368771533_n.jpg"
            ],
            "title": "Wild Card Neutral",
            "description": "Bold, graphic animal prints—especially zebra—are transitioning from statement evening choices into breezy, neutral-toned daytime layerings like cover-ups, midi skirts, and active sets.",
            "template_key": "trend"
          }
        ],
        "generated_graphic_urls": [
          "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-3c08d88b-1158-4f16-bdb6-720bf48a1494.jpg"
        ],
        "generated_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-3c08d88b-1158-4f16-bdb6-720bf48a1494.jpg",
        "selected_image_urls": [
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730270587_18620060737041693_1388825226284917415_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731357073_17925262422370375_8542609223387634476_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/733448539_18612624385011340_5010869417682736744_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/733483416_18622382158001173_7269431766368771533_n.jpg"
        ]
      },
      {
        "blog_title": "The Sweetest Hue: Buttery Lemon Yellow",
        "trend_name": "Buttery Lemon Yellow",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "A net-new soft pastel movement replacing the high-saturation neon yellows of previous seasons.",
        "description": "A soft, pastel yellow alternative to bright neon is emerging across both casual resort styling, swimwear, and studio activewear sets.",
        "visual_similarity_reason": "Soft, creamy yellow hues on co-ords, bikinis, midi skirts, and athleisure sets styled with minimalist accessories.",
        "instagram_caption": "Serving up summer on a butter-yellow platter. 🍋 This soft, creamy pastel is the ultimate mood booster for your workout-to-weekend wardrobe.\n\nSave for your summer moodboard.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.95,
        "keywords": [
          "butter yellow",
          "pastel yellow",
          "lemon aesthetic",
          "activewear styling",
          "resort fashion"
        ],
        "example_media_refs": [
          "154753:1",
          "154742:1",
          "154729:1",
          "151597:1",
          "151597:3",
          "150927:1",
          "151127:3",
          "151416:4"
        ],
        "example_post_ids": [
          154753,
          154742,
          154729,
          151597,
          150927,
          151127,
          151416
        ],
        "matching_image_count": 8,
        "matching_parent_post_count": 7,
        "matching_author_count": 7,
        "generated_graphics": [
          {
            "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-6bea059e-8a70-41eb-bfb4-448eb8501794.jpg",
            "selected_image_urls": [
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730258733_18603166831041068_2282726255456864527_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/736235234_18597033409025597_3969654896319610530_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/posts/742145066_18610223956052851_5123841834233036412_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/posts/740467639_18610223932052851_6300676575953760102_n.jpg"
            ],
            "title": "The Sweetest Hue",
            "description": "A soft, pastel yellow alternative to bright neon is emerging across both casual resort styling, swimwear, and studio activewear sets.",
            "template_key": "trend"
          }
        ],
        "generated_graphic_urls": [
          "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-6bea059e-8a70-41eb-bfb4-448eb8501794.jpg"
        ],
        "generated_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-6bea059e-8a70-41eb-bfb4-448eb8501794.jpg",
        "selected_image_urls": [
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730258733_18603166831041068_2282726255456864527_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/736235234_18597033409025597_3969654896319610530_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/posts/742145066_18610223956052851_5123841834233036412_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/posts/740467639_18610223932052851_6300676575953760102_n.jpg"
        ]
      },
      {
        "blog_title": "Rich & Grounded: Espresso & Chocolate Monochromatics",
        "trend_name": "Espresso & Chocolate Monochromatics",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "This deep tone acts as a premium neutral replacement for solid black in high-end activewear, intimates, and handbags.",
        "description": "Rich, deep shades of cocoa, espresso, and dark chocolate are serving as the ultimate sleek neutral colorway across matching activewear, ribbed fabrics, and structured leather accessories.",
        "visual_similarity_reason": "Deep monochromatic brown colorways in activewear sets, form-fitting bodycon pieces, and high-end textured handbags.",
        "instagram_caption": "Ditching basic black for rich espresso. 🤎 Deep chocolate brown is the premium neutral giving our activewear and accessories an instant elevation.\n\nAre you loyal to black or ready for a rich brown upgrade?",
        "trend_signal_strength": "strong",
        "confidence_score": 0.98,
        "keywords": [
          "espresso brown",
          "chocolate brown",
          "monochromatic styling",
          "neutral palette",
          "minimalist style"
        ],
        "example_media_refs": [
          "154741:1",
          "151522:1",
          "151132:1",
          "151576:2",
          "151576:3",
          "151229:1",
          "151296:1",
          "151296:2",
          "150684:1",
          "150666:1",
          "150654:1"
        ],
        "example_post_ids": [
          154741,
          151522,
          151132,
          151576,
          151229,
          151296,
          150684,
          150666,
          150654
        ],
        "matching_image_count": 11,
        "matching_parent_post_count": 9,
        "matching_author_count": 8,
        "generated_graphics": [
          {
            "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-c30c6c10-ba7b-4385-b84b-9c215301bcb2.jpg",
            "selected_image_urls": [
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/posts/731140676_18604874134054341_2463774053064991039_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/posts/734828582_18398789806083077_1110396064188511553_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/posts/731920708_18103165556114169_7319769604924660726_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/673062854_952603974285051_8668684727644980209_n.jpg"
            ],
            "title": "Chocolate Monochromatics",
            "description": "Rich, deep shades of cocoa, espresso, and dark chocolate are serving as the ultimate sleek neutral colorway across matching activewear, ribbed fabrics, and structured leather accessories.",
            "template_key": "trend"
          }
        ],
        "generated_graphic_urls": [
          "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-c30c6c10-ba7b-4385-b84b-9c215301bcb2.jpg"
        ],
        "generated_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-c30c6c10-ba7b-4385-b84b-9c215301bcb2.jpg",
        "selected_image_urls": [
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/posts/731140676_18604874134054341_2463774053064991039_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/posts/734828582_18398789806083077_1110396064188511553_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/posts/731920708_18103165556114169_7319769604924660726_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/673062854_952603974285051_8668684727644980209_n.jpg"
        ]
      },
      {
        "blog_title": "The Retro Revival: High-Fashion Polka Dots",
        "trend_name": "Retro Polka Dot Revival",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "A fresh 60s-inspired layout bringing vintage sophistication to summer evening wear.",
        "description": "Playful yet structured polka dot prints in mini, midi, and co-ord silhouettes are channeling vintage halter aesthetics for summer nights and holiday dinners.",
        "visual_similarity_reason": "Classic scale polka dot print on flowing evening dresses, halter midi skirts, and matching activewear sets.",
        "instagram_caption": "Spotted: the print of the summer. Let’s bring a playful 60s twist to sunset dinners and beach walks with classic polka dots.\n\nSwipe to see our favorite ways to style this nostalgia.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.96,
        "keywords": [
          "polka dot dress",
          "retro style",
          "60s fashion",
          "resortwear",
          "halter neck"
        ],
        "example_media_refs": [
          "154748:1",
          "154717:1",
          "154719:1",
          "154720:1",
          "154734:1",
          "154718:1",
          "151107:1",
          "151513:3",
          "151513:4"
        ],
        "example_post_ids": [
          154748,
          154717,
          154719,
          154720,
          154734,
          154718,
          151107,
          151513
        ],
        "matching_image_count": 9,
        "matching_parent_post_count": 8,
        "matching_author_count": 8,
        "generated_graphics": [
          {
            "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-30df5953-0a92-4d2c-9157-ba8b7fcb1304.jpg",
            "selected_image_urls": [
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731674112_18616595818029407_4638517202250716860_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/740944964_18599952010026962_686591199433949916_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/735150993_18604179547006211_1723501202362595438_n.jpg",
              "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/742060280_18605718946028365_7460319503999754959_n.jpg"
            ],
            "title": "The Retro Revival",
            "description": "Playful yet structured polka dot prints in mini, midi, and co-ord silhouettes are channeling vintage halter aesthetics for summer nights and holiday dinners.",
            "template_key": "trend"
          }
        ],
        "generated_graphic_urls": [
          "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-30df5953-0a92-4d2c-9157-ba8b7fcb1304.jpg"
        ],
        "generated_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-30df5953-0a92-4d2c-9157-ba8b7fcb1304.jpg",
        "selected_image_urls": [
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731674112_18616595818029407_4638517202250716860_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/740944964_18599952010026962_686591199433949916_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/735150993_18604179547006211_1723501202362595438_n.jpg",
          "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/742060280_18605718946028365_7460319503999754959_n.jpg"
        ]
      },
      {
        "blog_title": "Retro Athletics: Contrast Piping & White Trims",
        "trend_name": "Contrast Piping & White Sport Trims",
        "trend_type": "activewear",
        "trend_trajectory": "net_new",
        "historical_note": "A net-new varsity styling element elevating solid athleisure sets.",
        "description": "Retro varsity-style contrast borders and white piped seams are bringing structured vintage appeal to active crop tops, sports bras, and tennis skirts.",
        "visual_similarity_reason": "Thin, stark white contrast styling lines framing athletic crop necklines, sleeve hems, or skirt borders.",
        "instagram_caption": "It’s in the details. ⚡ Contrast piping and clean sport trims are giving our favorite activewear sets a nostalgic, country-club-ready upgrade.\n\nKeep it retro.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.9,
        "keywords": [
          "contrast piping",
          "retro activewear",
          "tenniscore",
          "sporty aesthetic",
          "varsity style"
        ],
        "example_media_refs": [
          "151576:4",
          "151576:5",
          "151376:1",
          "151338:1",
          "151338:2",
          "151436:1",
          "150750:3",
          "150750:5"
        ],
        "example_post_ids": [
          151576,
          151376,
          151338,
          151436,
          150750
        ],
        "matching_image_count": 8,
        "matching_parent_post_count": 5,
        "matching_author_count": 5
      },
      {
        "blog_title": "Texture Play: Cozy Structured Shearling Bags",
        "trend_name": "Structured Shearling & Faux Fur Bags",
        "trend_type": "accessory",
        "trend_trajectory": "net_new",
        "historical_note": "A net-new micro-bag trend showing cross-season utility of cozy shearling textures on rigid bag shapes.",
        "description": "Tactile shearling and plush faux fur find their way onto compact, structured vanity and tote bags with gold metal hardware, bridging cozy and sleek aesthetics.",
        "visual_similarity_reason": "Unmistakable textured fluffy shearling on high-end neutral-toned top handle bags and mini totes.",
        "instagram_caption": "Cozy textures, structured frames. 🧸 We are obsessed with how these plush shearling details turn structured handbags into soft, tactile statements.\n\nMeet your new favorite accessory.",
        "trend_signal_strength": "medium",
        "confidence_score": 0.88,
        "keywords": [
          "shearling bag",
          "fuzzy handbag",
          "textured accessories",
          "structured tote",
          "cozy luxury"
        ],
        "example_media_refs": [
          "150684:1",
          "150683:1",
          "150682:1",
          "150680:1",
          "150672:1"
        ],
        "example_post_ids": [
          150684,
          150683,
          150682,
          150680,
          150672
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 2
      },
      {
        "blog_title": "Sleek & Elegant: Halter & Open-Back Activewear Jumpsuits",
        "trend_name": "Open-Back & Halter Sport Jumpsuits",
        "trend_type": "activewear",
        "trend_trajectory": "net_new",
        "historical_note": "A net-new silhouette direction taking gym unitards into elegant, studio-to-street territory.",
        "description": "One-piece performance rompers, bodysuits, and active unitards are adopting low scoop backs, elegant halter closures, and compression flared limbs for refined sporty dressing.",
        "visual_similarity_reason": "Low-cut open back layouts, halter straps, and sleek fitted bodysuits with specialized back-closure details.",
        "instagram_caption": "The only sport bodysuit you'll ever need. 🖤 With open-back details and chic halter cuts, these jumpsuits are designed to move with you from hot pilates to coffee dates.\n\nSleek, sculpted, effortless.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.93,
        "keywords": [
          "activewear jumpsuit",
          "halter bodysuit",
          "open back unitard",
          "pilates style",
          "sculpting fit"
        ],
        "example_media_refs": [
          "150964:1",
          "151127:8",
          "150720:1",
          "150721:1",
          "150722:1",
          "151614:4",
          "151614:5"
        ],
        "example_post_ids": [
          150964,
          151127,
          150720,
          150721,
          150722,
          151614
        ],
        "matching_image_count": 7,
        "matching_parent_post_count": 6,
        "matching_author_count": 4
      },
      {
        "blog_title": "Y2K Nostalgia: Butterfly & Sheer Mesh Cover-Ups",
        "trend_name": "Y2K Mesh & Butterfly Patterns",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "A highly nostalgic Y2K resortwear theme that channels early-2000s coastal party styles.",
        "description": "Flowy mesh and colorful abstract butterfly prints are popping up on sheer long-sleeve midi dresses, cowl necks, and beachside cover-ups.",
        "visual_similarity_reason": "Sheer mesh fabrics in cobalt blue, teal, or earthy tones combined with abstract butterfly motifs and draped silhouettes.",
        "instagram_caption": "Channeling our inner 2000s resort aesthetic. 🦋 Flowy, semi-sheer mesh meets playful butterfly prints for the ultimate beach-to-sunset-club styling.\n\nWhich look is coming on your next trip?",
        "trend_signal_strength": "medium",
        "confidence_score": 0.85,
        "keywords": [
          "butterfly print",
          "mesh dress",
          "y2k aesthetic",
          "resortwear",
          "beach cover up"
        ],
        "example_media_refs": [
          "154759:1",
          "154738:1",
          "154743:1",
          "154735:1"
        ],
        "example_post_ids": [
          154759,
          154738,
          154743,
          154735
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      }
    ],
    "overview_title": "Latest Trends August 2 ✅",
    "overview_description": "This week, summer styling shifts toward a refined nostalgia, defined by the contrast-piped tennis sets of @levatelabel, structured halter jumpsuits from @averactive, and @millkstain’s romantic picnic-ready gingham co-ords. Earthy neutrals dominate the palette, with rich espresso activewear from @floeactive and buttery pastel yellows by @oja_wear proving to be the ultimate seasonal counterpoints to bold animal prints and Y2K-inspired mesh butterflies. ",
    "generation_diagnostics": {
      "available": true,
      "generated_at": "2026-07-08T21:56:48.557039Z",
      "tag": "All",
      "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": "2026-06-24T21:39:21.810258Z",
        "media_scope": "all_media",
        "scoped_post_count": 0,
        "batch_size": 500,
        "max_batches": 20,
        "batch_count": 2,
        "images_requested": 470,
        "images_analyzed": 174,
        "posts_touched": 482,
        "reached_batch_cap": false,
        "batches": [
          {
            "batch_number": 1,
            "images_requested": 470,
            "images_analyzed": 174,
            "posts_touched": 482,
            "completion_reconciled": true
          },
          {
            "batch_number": 2,
            "images_requested": 0,
            "images_analyzed": 0,
            "posts_touched": 0,
            "completion_reconciled": false
          }
        ]
      },
      "chunking": {
        "enabled": true,
        "chunk_number": 2,
        "chunk_count": 14,
        "max_posts_per_chunk": 200,
        "max_media_per_chunk": 500,
        "chunk_post_count": 200,
        "chunk_media_count": 308,
        "full_source_post_count": 3559,
        "full_eligible_post_count": 2630,
        "full_source_media_count": 4064
      },
      "criteria": {
        "time_window_days": 14,
        "window_start": "2026-06-24T21:39:21.810258Z",
        "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": 3559,
      "source_media_count": 4064,
      "eligible_post_count": 2630,
      "chunk_post_count": 200,
      "chunk_media_count": 308,
      "analyzed_post_count": 200,
      "analyzed_post_ids": [
        154755,
        154758,
        154759,
        154753,
        154751,
        154738,
        154740,
        154741,
        154742,
        154743,
        154744,
        154745,
        154746,
        154747,
        154748,
        154749,
        154739,
        154717,
        154714,
        154715,
        154719,
        154720,
        154721,
        154722,
        154723,
        154724,
        154725,
        154726,
        154728,
        154729,
        154730,
        154731,
        154733,
        154734,
        154732,
        154716,
        154737,
        154736,
        154735,
        154727,
        154718,
        151522,
        151132,
        151576,
        151085,
        151229,
        151535,
        150964,
        151597,
        151426,
        151498,
        151587,
        151376,
        151490,
        150809,
        151434,
        150709,
        151153,
        151338,
        150997,
        151264,
        151206,
        151460,
        151237,
        150911,
        150849,
        151353,
        151435,
        151080,
        151019,
        151187,
        150950,
        150738,
        150873,
        151396,
        150927,
        151383,
        151445,
        151446,
        151391,
        151525,
        151436,
        151447,
        151127,
        150720,
        151274,
        151513,
        151650,
        151293,
        151279,
        150919,
        151651,
        151630,
        151154,
        150721,
        151339,
        150722,
        151410,
        151215,
        150889,
        151020,
        151419,
        151401,
        150770,
        150732,
        150894,
        151591,
        151476,
        150777,
        151381,
        151141,
        150718,
        151137,
        151053,
        151115,
        151574,
        151106,
        150693,
        150723,
        151614,
        151560,
        151107,
        151162,
        151256,
        151416,
        151037,
        151344,
        150895,
        151021,
        151045,
        150789,
        151197,
        150750,
        151118,
        150936,
        150863,
        151331,
        150909,
        151420,
        150778,
        150940,
        151553,
        150757,
        151065,
        151120,
        150968,
        151602,
        150840,
        151174,
        151616,
        151296,
        150815,
        151175,
        151176,
        151177,
        151167,
        151108,
        150684,
        150683,
        150682,
        150681,
        150680,
        150679,
        150678,
        150677,
        150675,
        150674,
        150662,
        150665,
        150664,
        150663,
        150666,
        150668,
        150673,
        150667,
        150672,
        150671,
        150670,
        150669,
        150659,
        150652,
        150638,
        150639,
        150640,
        150641,
        150642,
        150643,
        150645,
        150646,
        150647,
        150648,
        150649,
        150650,
        150651,
        150660,
        150661,
        150653,
        150654,
        150655,
        150656
      ],
      "analyzed_media_count": 308,
      "analyzed_media_refs": [
        "154755:1",
        "154758:1",
        "154759:1",
        "154753:1",
        "154751:1",
        "154738:1",
        "154740:1",
        "154741:1",
        "154742:1",
        "154743:1",
        "154744:1",
        "154745:1",
        "154746:1",
        "154747:1",
        "154748:1",
        "154749:1",
        "154739:1",
        "154717:1",
        "154714:1",
        "154715:1",
        "154719:1",
        "154720:1",
        "154721:1",
        "154722:1",
        "154723:1",
        "154724:1",
        "154725:1",
        "154726:1",
        "154728:1",
        "154729:1",
        "154730:1",
        "154731:1",
        "154733:1",
        "154734:1",
        "154732:1",
        "154716:1",
        "154737:1",
        "154736:1",
        "154735:1",
        "154727:1",
        "154718:1",
        "151522:1",
        "151132:1",
        "151576:1",
        "151576:2",
        "151576:3",
        "151576:4",
        "151576:5",
        "151085:1",
        "151085:2",
        "151085:3",
        "151085:4",
        "151085:5",
        "151229:1",
        "151535:1",
        "151535:2",
        "151535:3",
        "151535:4",
        "151535:5",
        "150964:1",
        "151597:1",
        "151597:2",
        "151597:3",
        "151597:4",
        "151597:5",
        "151597:6",
        "151426:1",
        "151498:1",
        "151587:1",
        "151376:1",
        "151490:1",
        "150809:1",
        "150809:2",
        "150809:3",
        "150809:4",
        "151434:1",
        "151434:2",
        "151434:3",
        "151434:4",
        "150709:1",
        "151153:1",
        "151338:1",
        "151338:2",
        "151338:3",
        "151338:4",
        "150997:1",
        "151264:1",
        "151206:1",
        "151460:1",
        "151460:2",
        "151460:3",
        "151237:1",
        "150911:1",
        "150911:2",
        "150911:3",
        "150911:4",
        "150911:5",
        "150911:6",
        "150849:1",
        "151353:1",
        "151435:1",
        "151080:1",
        "151019:1",
        "151187:1",
        "150950:1",
        "150950:2",
        "150950:3",
        "150738:1",
        "150738:2",
        "150738:3",
        "150738:4",
        "150738:5",
        "150738:6",
        "150873:1",
        "151396:1",
        "150927:1",
        "151383:1",
        "151445:1",
        "151446:1",
        "151391:1",
        "151525:1",
        "151525:2",
        "151525:4",
        "151525:5",
        "151436:1",
        "151447:1",
        "151127:1",
        "151127:2",
        "151127:3",
        "151127:4",
        "151127:5",
        "151127:6",
        "151127:7",
        "151127:8",
        "151127:9",
        "151127:10",
        "150720:1",
        "151274:1",
        "151513:1",
        "151513:2",
        "151513:3",
        "151513:4",
        "151513:5",
        "151513:6",
        "151513:7",
        "151513:8",
        "151650:1",
        "151293:1",
        "151279:1",
        "150919:1",
        "151651:1",
        "151630:1",
        "151154:1",
        "150721:1",
        "151339:1",
        "150722:1",
        "151410:1",
        "151215:1",
        "150889:1",
        "151020:1",
        "151419:1",
        "151419:2",
        "151401:1",
        "150770:1",
        "150732:1",
        "150894:1",
        "150894:2",
        "150894:3",
        "150894:4",
        "150894:5",
        "150894:6",
        "150894:7",
        "150894:8",
        "150894:9",
        "150894:10",
        "151591:1",
        "151476:1",
        "150777:1",
        "151381:1",
        "151381:2",
        "151381:3",
        "151381:4",
        "151381:5",
        "151381:6",
        "151141:1",
        "150718:1",
        "151137:1",
        "151053:1",
        "151053:2",
        "151053:4",
        "151053:5",
        "151053:7",
        "151053:8",
        "151115:1",
        "151574:1",
        "151106:1",
        "150693:1",
        "150693:2",
        "150723:1",
        "151614:1",
        "151614:2",
        "151614:3",
        "151614:4",
        "151614:5",
        "151614:6",
        "151560:1",
        "151107:1",
        "151162:1",
        "151256:1",
        "151416:2",
        "151416:4",
        "151037:1",
        "151344:1",
        "150895:1",
        "151021:1",
        "151045:1",
        "150789:1",
        "151197:1",
        "150750:1",
        "150750:2",
        "150750:3",
        "150750:4",
        "150750:5",
        "150750:6",
        "150750:7",
        "150750:8",
        "151118:1",
        "150936:1",
        "150863:1",
        "151331:1",
        "150909:1",
        "151420:1",
        "150778:1",
        "150940:1",
        "151553:1",
        "150757:1",
        "150757:2",
        "150757:3",
        "150757:4",
        "151065:1",
        "151065:2",
        "151065:3",
        "151065:4",
        "151120:1",
        "150968:1",
        "150968:2",
        "150968:3",
        "150968:4",
        "151602:1",
        "150840:1",
        "151174:1",
        "151174:2",
        "151616:1",
        "151296:1",
        "151296:2",
        "151296:3",
        "151296:4",
        "151296:5",
        "151296:6",
        "150815:1",
        "151175:1",
        "151176:1",
        "151177:1",
        "151167:1",
        "151108:1",
        "150684:1",
        "150683:1",
        "150682:1",
        "150681:1",
        "150680:1",
        "150679:1",
        "150678:1",
        "150677:1",
        "150675:1",
        "150674:1",
        "150662:1",
        "150665:1",
        "150664:1",
        "150663:1",
        "150666:1",
        "150668:1",
        "150673:1",
        "150667:1",
        "150672:1",
        "150671:1",
        "150670:1",
        "150669:1",
        "150659:1",
        "150652:1",
        "150638:1",
        "150639:1",
        "150640:1",
        "150641:1",
        "150642:1",
        "150643:1",
        "150645:1",
        "150646:1",
        "150647:1",
        "150648:1",
        "150649:1",
        "150650:1",
        "150651:1",
        "150660:1",
        "150661:1",
        "150653:1",
        "150654:1",
        "150655:1",
        "150656:1"
      ],
      "full_source_prompt_character_count": 159350,
      "source_prompt_character_count": 159350,
      "prompt_character_count": 159350,
      "prompt_character_limit": 300000,
      "prompt_was_truncated": false,
      "candidate_prompt_character_count": 163509,
      "validation_prompt_character_count": 171430,
      "candidate_reasoning_scratchpad": "Summer styling has split into two dominant waves: high-contrast athleisure featuring retro-contrast borders and buttery yellows, and vacation-ready linen, gingham, and animal prints. Meanwhile, structural focus remains prominent through highly tactile fabrics like shearling, ribbed surfaces, and mesh drapery.",
      "validation_reasoning_scratchpad": "Visual analysis of the past 14 days validates key summer directions: delicate gingham and nostalgic 60s polka dots are leading pattern choices, while chocolate brown and soft buttery yellow dominate as the season's core neutral and pastel tones. Additionally, activewear is undergoing a major evolution toward retro sporty contrast-trim designs and elegant open-back, halter-style silhouettes that transition effortlessly off-duty.",
      "ai_discovered_candidate_count": 10,
      "candidate_trends": [
        {
          "candidate_name": "Gingham & Check Picnic Dressing",
          "trend_type": "outfit",
          "visual_axis": "pattern",
          "historical_relationship": "net_new",
          "seed_media_count": 6,
          "seed_media_refs": [
            "154751:1",
            "154722:1",
            "154725:1",
            "154726:1",
            "154732:1",
            "154727:1"
          ],
          "visual_cues": [
            "blue and white check pattern",
            "black and white gingham print",
            "strapless necklines",
            "drop waist silhouettes",
            "flowy maxi dresses"
          ]
        },
        {
          "candidate_name": "Zebra & Animal Print Accents",
          "trend_type": "outfit",
          "visual_axis": "pattern",
          "historical_relationship": "net_new",
          "seed_media_count": 6,
          "seed_media_refs": [
            "154755:1",
            "154740:1",
            "154746:1",
            "154747:1",
            "150738:3",
            "150738:4"
          ],
          "visual_cues": [
            "zebra print midi dresses",
            "zebra print skirts",
            "zebra cover-ups",
            "animal print bikinis",
            "neutral color palettes"
          ]
        },
        {
          "candidate_name": "Buttery Lemon Yellow",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 8,
          "seed_media_refs": [
            "154753:1",
            "154742:1",
            "154729:1",
            "151597:1",
            "151597:3",
            "151597:5",
            "150927:1",
            "151127:3"
          ],
          "visual_cues": [
            "lemon yellow co-ords",
            "pale yellow bikinis",
            "butter yellow midi skirts",
            "pastel activewear sets",
            "soft feminine styling"
          ]
        },
        {
          "candidate_name": "Espresso & Chocolate Monochromatics",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 11,
          "seed_media_refs": [
            "151522:1",
            "151132:1",
            "151576:2",
            "151576:3",
            "151576:4",
            "151229:1",
            "151296:1",
            "151296:2",
            "151296:6",
            "150684:1",
            "150666:1"
          ],
          "visual_cues": [
            "chocolate brown activewear",
            "espresso brown matching sets",
            "bra tops and leggings",
            "brown leather shoulders bags",
            "seamless ribbed fabric"
          ]
        },
        {
          "candidate_name": "Retro Polka Dot Revival",
          "trend_type": "outfit",
          "visual_axis": "pattern",
          "historical_relationship": "net_new",
          "seed_media_count": 7,
          "seed_media_refs": [
            "154748:1",
            "154717:1",
            "154719:1",
            "154720:1",
            "154734:1",
            "154718:1",
            "151107:1"
          ],
          "visual_cues": [
            "red and black polka dots",
            "white polka dot mini dresses",
            "polka dot co-ord sets",
            "halter necks",
            "playful vintage styling"
          ]
        },
        {
          "candidate_name": "Contrast Piping & White Sport Trims",
          "trend_type": "activewear",
          "visual_axis": "styling_formula",
          "historical_relationship": "net_new",
          "seed_media_count": 10,
          "seed_media_refs": [
            "151576:4",
            "151576:5",
            "151376:1",
            "151338:1",
            "151338:2",
            "151338:3",
            "151436:1",
            "150750:1",
            "150750:3",
            "150750:5"
          ],
          "visual_cues": [
            "white contrast piping",
            "contrast border necklines",
            "high-neck halter crops",
            "tennis skirt details",
            "cream, brown, and navy base colors"
          ]
        },
        {
          "candidate_name": "Structured Shearling & Faux Fur Bags",
          "trend_type": "accessory",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "150684:1",
            "150683:1",
            "150682:1",
            "150680:1",
            "150672:1"
          ],
          "visual_cues": [
            "brown shearling totes",
            "cream faux fur detailing",
            "gold metal zippers and hardware",
            "structured mini vanity bags",
            "soft tactile fabrics"
          ]
        },
        {
          "candidate_name": "Chunky Ribbed & Circular Footwear Heels",
          "trend_type": "footwear",
          "visual_axis": "silhouette",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "150638:1",
            "150648:1",
            "150660:1"
          ],
          "visual_cues": [
            "spherical metal accents",
            "sculptural kitten heels",
            "lime green snakeskin textures",
            "pointed toe mules",
            "avant-garde structural elements"
          ]
        },
        {
          "candidate_name": "Open-Back & Halter Sport Jumpsuits",
          "trend_type": "activewear",
          "visual_axis": "silhouette",
          "historical_relationship": "net_new",
          "seed_media_count": 7,
          "seed_media_refs": [
            "150964:1",
            "151127:8",
            "150720:1",
            "150721:1",
            "150722:1",
            "151614:4",
            "151614:5"
          ],
          "visual_cues": [
            "scoop back designs",
            "halter top jumpsuits",
            "flared leg activewear",
            "all-black unitards",
            "compression sports fits"
          ]
        },
        {
          "candidate_name": "Y2K Mesh & Butterfly Patterns",
          "trend_type": "outfit",
          "visual_axis": "material/texture",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "154759:1",
            "154738:1",
            "154743:1",
            "154735:1"
          ],
          "visual_cues": [
            "butterfly print dresses",
            "semi-sheer cover-ups",
            "mesh halter necks",
            "blue and teal coastal color palettes",
            "draped maxi garments"
          ]
        }
      ],
      "ai_candidate_trend_count": 10,
      "ai_validated_trend_count_before_filter": 10,
      "accepted_trend_count": 9,
      "rejected_trend_count": 1,
      "rejected_trends": [
        {
          "trend_name": "Chunky Ribbed & Circular Footwear Heels",
          "confidence_score": 0.8,
          "valid_matching_image_count": 3,
          "matching_parent_post_count": 3,
          "matching_author_count": 2,
          "invalid_or_out_of_scope_media_refs": [],
          "unparseable_media_refs": [],
          "excluded_same_post_media_refs": [],
          "reasons": [
            "Only 3 valid matching images; minimum is 4."
          ]
        }
      ]
    },
    "overview_graphic_urls": [
      "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-c94b2e35-bb57-48c4-a943-a1e385107a33.jpg"
    ],
    "overview_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-c94b2e35-bb57-48c4-a943-a1e385107a33.jpg",
    "overview_template_key": "overview",
    "overview_selected_trends": [
      {
        "trend_index": 0,
        "title": "Gingham & Check Picnic Dressing",
        "description": "Gingham and checkered patterns are taking over summer sundresses, matching co-ord sets, and picnic-ready silhouettes, featuring halter necks and strategic drop-waist detailing.",
        "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730015369_18604720495011073_5033610812734700046_n.jpg",
        "username": "akatharinav",
        "likes": 0,
        "caption": "Gingham & Check Picnic Dressing - @akatharinav",
        "trend_graphic_index": 0,
        "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-2e4aa3b5-6c01-4c9b-a4fb-2d7264c3326d.jpg"
      },
      {
        "trend_index": 2,
        "title": "Buttery Lemon Yellow",
        "description": "A soft, pastel yellow alternative to bright neon is emerging across both casual resort styling, swimwear, and studio activewear sets.",
        "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730258733_18603166831041068_2282726255456864527_n.jpg",
        "username": "thetaracarbone",
        "likes": 0,
        "caption": "Buttery Lemon Yellow - @thetaracarbone",
        "trend_graphic_index": 0,
        "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-6bea059e-8a70-41eb-bfb4-448eb8501794.jpg"
      },
      {
        "trend_index": 4,
        "title": "Retro Polka Dot Revival",
        "description": "Playful yet structured polka dot prints in mini, midi, and co-ord silhouettes are channeling vintage halter aesthetics for summer nights and holiday dinners.",
        "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731674112_18616595818029407_4638517202250716860_n.jpg",
        "username": "nataliaajoliee",
        "likes": 0,
        "caption": "Retro Polka Dot Revival - @nataliaajoliee",
        "trend_graphic_index": 0,
        "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-30df5953-0a92-4d2c-9157-ba8b7fcb1304.jpg"
      }
    ],
    "overview_post_number": 1,
    "overview_post_caption": "Gingham & Check Picnic Dressing - @akatharinav\nButtery Lemon Yellow - @thetaracarbone\nRetro Polka Dot Revival - @nataliaajoliee",
    "overview_graphics": [
      {
        "image_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-c94b2e35-bb57-48c4-a943-a1e385107a33.jpg",
        "post_number": 1,
        "title": "Latest Trends August 2 ✅",
        "description": "This week, summer styling shifts toward a refined nostalgia, defined by the contrast-piped tennis sets of @levatelabel, structured halter jumpsuits from @averactive, and @millkstain’s romantic picnic-ready gingham co-ords. Earthy neutrals dominate the palette, with rich espresso activewear from @floeactive and buttery pastel yellows by @oja_wear proving to be the ultimate seasonal counterpoints to bold animal prints and Y2K-inspired mesh butterflies. ",
        "post_caption": "Gingham & Check Picnic Dressing - @akatharinav\nButtery Lemon Yellow - @thetaracarbone\nRetro Polka Dot Revival - @nataliaajoliee",
        "template_key": "overview",
        "selected_trends": [
          {
            "trend_index": 0,
            "title": "Gingham & Check Picnic Dressing",
            "description": "Gingham and checkered patterns are taking over summer sundresses, matching co-ord sets, and picnic-ready silhouettes, featuring halter necks and strategic drop-waist detailing.",
            "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730015369_18604720495011073_5033610812734700046_n.jpg",
            "username": "akatharinav",
            "likes": 0,
            "caption": "Gingham & Check Picnic Dressing - @akatharinav",
            "trend_graphic_index": 0,
            "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-2e4aa3b5-6c01-4c9b-a4fb-2d7264c3326d.jpg"
          },
          {
            "trend_index": 2,
            "title": "Buttery Lemon Yellow",
            "description": "A soft, pastel yellow alternative to bright neon is emerging across both casual resort styling, swimwear, and studio activewear sets.",
            "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/730258733_18603166831041068_2282726255456864527_n.jpg",
            "username": "thetaracarbone",
            "likes": 0,
            "caption": "Buttery Lemon Yellow - @thetaracarbone",
            "trend_graphic_index": 0,
            "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-6bea059e-8a70-41eb-bfb4-448eb8501794.jpg"
          },
          {
            "trend_index": 4,
            "title": "Retro Polka Dot Revival",
            "description": "Playful yet structured polka dot prints in mini, midi, and co-ord silhouettes are channeling vintage halter aesthetics for summer nights and holiday dinners.",
            "image_url": "https://shoppable.nyc3.cdn.digitaloceanspaces.com/tagged/731674112_18616595818029407_4638517202250716860_n.jpg",
            "username": "nataliaajoliee",
            "likes": 0,
            "caption": "Retro Polka Dot Revival - @nataliaajoliee",
            "trend_graphic_index": 0,
            "trend_graphic_url": "https://cdn.renderform.io/Rx4ojEUQvvYRRUkgsz17/results/req-30df5953-0a92-4d2c-9157-ba8b7fcb1304.jpg"
          }
        ]
      }
    ],
    "workflow_note": "pf done"
  }
}