{
  "report": {
    "id": 133,
    "period": "[australia] Jul 08 - Jul 22, 2026 (Part 3 of 3)",
    "created_at": "2026-07-22T10:46:19.146193+00:00"
  },
  "ai_audit": {
    "available": false,
    "exchange_count": 0,
    "exchanges": [],
    "note": "This report was generated before exact AI request and response capture was enabled. The final saved report payload is still included."
  },
  "saved_report_payload": {
    "reasoning_scratchpad": "Candidate clusters were validated against raw image metadata to ensure every trend includes at least 4 distinct MediaRefs across at least 3 parent PostIDs. Candidates lacking sufficient visual evidence across multiple posts were excluded, while solid visual themes across soft tailoring, rich autumnal colors, nostalgic prints, and sleek footwear were expanded into actionable social content ideas.",
    "content_ideas": [
      {
        "blog_title": "Deep Wine & Burgundy Tones for Autumnal Layering",
        "trend_name": "Deep Wine & Burgundy Tones",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new color trend establishing a rich transition into transeasonal knitwear and occasionwear.",
        "description": "Rich wine, maroon, and deep oxblood hues appearing across draped mini skirts, autumnal knitwear, and evening dress displays.",
        "visual_similarity_reason": "Repeated use of deep maroon, burgundy, and wine color palettes in skirts, knits, and formalwear displays.",
        "instagram_caption": "Rich burgundy and deep wine tones are officially taking over our wardrobe wishlist. 🍷\n\nFrom draped mini skirts to cozy knits, here is how to layer autumn’s most sophisticated shade.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.9,
        "keywords": [
          "burgundy",
          "maroon",
          "wine tones",
          "autumnal colors"
        ],
        "example_media_refs": [
          "163415:1",
          "163007:1",
          "163276:1",
          "162846:1"
        ],
        "example_post_ids": [
          163415,
          163007,
          163276,
          162846
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Dark Chocolate & Espresso Knits replacing Standard Black",
        "trend_name": "Dark Chocolate & Espresso Knits",
        "trend_type": "color",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new shade shift substituting traditional black with warm espresso tones in everyday staples.",
        "description": "Deep brown micro tees, pinstripe tailored suits, and pleated trousers in chocolate and espresso tones.",
        "visual_similarity_reason": "Consistent presence of deep mocha, dark brown, and chocolate garments styled as clean-girl minimalist basics.",
        "instagram_caption": "Espresso is the new black. ☕️\n\nSwap out your basic black tees and tailored trousers for rich chocolate and dark brown knits for an instantly elevated, warm-toned look.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.88,
        "keywords": [
          "chocolate brown",
          "espresso knits",
          "neutral styling",
          "earth tones"
        ],
        "example_media_refs": [
          "163379:1",
          "163379:2",
          "163044:1",
          "162967:1"
        ],
        "example_post_ids": [
          163379,
          163044,
          162967
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 3,
        "matching_author_count": 3
      },
      {
        "blog_title": "Sheer Black Lace & Cutout Tops for Nighttime Styling",
        "trend_name": "Sheer Black Lace & Cutout Tops",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new romantic texture trend introducing sheer lace and subtle keyhole necklines to dark evening outfits.",
        "description": "Translucent black lace blouses, keyhole cutouts, and delicate sheer ruffles paired with denim or tailored bottoms.",
        "visual_similarity_reason": "Repeated inclusion of sheer black lace fabrications, cutouts, and dark romantic evening silhouettes.",
        "instagram_caption": "A touch of sheer lace for modern evening glam. ✨\n\nStyle delicate black lace tops and cutout necklines with blue denim or tailored mini skirts for effortless texture contrast.",
        "trend_signal_strength": "medium",
        "confidence_score": 0.82,
        "keywords": [
          "black lace",
          "sheer blouse",
          "cutout top",
          "gothic chic"
        ],
        "example_media_refs": [
          "163068:1",
          "163254:1",
          "162873:1",
          "163347:1"
        ],
        "example_post_ids": [
          163068,
          163254,
          162873,
          163347
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4,
        "generated_graphics": [
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            ],
            "title": "Sheer Cutout",
            "description": "Translucent black lace blouses, keyhole cutouts, and delicate sheer ruffles paired with denim or tailored bottoms.",
            "template_key": "style_2"
          }
        ],
        "generated_graphic_urls": [
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        "selected_image_urls": [
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        ]
      },
      {
        "blog_title": "Ethereal Draped Chiffon & Open-Back White Gowns",
        "trend_name": "Ethereal Draped Chiffon & Open-Back White Gowns",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new silhouette trend focused on flowing white chiffon and low-back bridal and resort gown silhouettes.",
        "description": "Fluid floor-length white chiffon gowns featuring draped open backs, flutter sleeves, and romantic cowl necklines.",
        "visual_similarity_reason": "Uniform focus on monochromatic white and cream chiffon dresses with backless cutouts and draped fabric movement.",
        "instagram_caption": "Ethereal energy all season long. 🤍\n\nSweeping white chiffon, open backs, and fluid silhouettes create the ultimate bridal and resort-glam look.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.92,
        "keywords": [
          "chiffon gown",
          "open back dress",
          "bridal aesthetic",
          "white dress"
        ],
        "example_media_refs": [
          "162932:1",
          "162933:1",
          "162958:1",
          "163008:1"
        ],
        "example_post_ids": [
          162932,
          162933,
          162958,
          163008
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 3
      },
      {
        "blog_title": "Fluid Satin Co-Ords & Soft Camisole Sets",
        "trend_name": "Fluid Satin Co-Ords & Camisole Sets",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new high-shine fabric trend offering effortless matching sets and slip dresses in muted pastels.",
        "description": "Champagne, cream, and pastel blue satin sets featuring gathered tops, lace trim skirts, and fluid midi dresses.",
        "visual_similarity_reason": "Consistent use of glossy satin textiles in soft pastel and neutral palettes across sets and dresses.",
        "instagram_caption": "High shine, low effort. 💫\n\nNothing says understated luxury quite like fluid satin sets in champagne, pastel blue, and cream.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.89,
        "keywords": [
          "satin set",
          "camisole",
          "champagne satin",
          "slip skirt"
        ],
        "example_media_refs": [
          "163399:1",
          "163074:1",
          "163025:1",
          "163416:1",
          "163154:1"
        ],
        "example_post_ids": [
          163399,
          163074,
          163025,
          163416,
          163154
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 5
      },
      {
        "blog_title": "Striped-Waistband Retro Athleisure",
        "trend_name": "Striped-Waistband Retro Athleisure",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new activewear-meets-streetwear trend using ribbed logo waistbands and boxing-inspired cuts.",
        "description": "Micro skirts and athletic shorts with striped ribbed waistbands paired with ruched crop tanks and retro sneakers.",
        "visual_similarity_reason": "Matching sporty organic cotton knitwear features contrast striped elastic waistbands and Y2K athletic cuts.",
        "instagram_caption": "Retro sport aesthetic, redefined. 👟\n\nStriped waistbands, ruched crop tanks, and boxing shorts bring a vintage athleisure twist to your daily uniform.",
        "trend_signal_strength": "medium",
        "confidence_score": 0.85,
        "keywords": [
          "retro athleisure",
          "striped waistband",
          "boxing shorts",
          "sporty chic"
        ],
        "example_media_refs": [
          "163137:1",
          "163138:1",
          "163139:1",
          "163140:1",
          "163141:1"
        ],
        "example_post_ids": [
          163137,
          163138,
          163139,
          163140,
          163141
        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 1
      },
      {
        "blog_title": "Soft Tailoring in Cream & Monochromatic Neutrals",
        "trend_name": "Soft Tailoring in Cream & Monochromatic Neutrals",
        "trend_type": "outfit",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new quiet luxury suiting trend featuring relaxed wide-leg trousers and ivory vest layering.",
        "description": "Unstructured beige suits, wide-leg satin trousers, mohair vests, and monochromatic ivory sets.",
        "visual_similarity_reason": "Relaxed, draped suiting silhouettes rendered in head-to-toe cream, beige, and off-white tones.",
        "instagram_caption": "Monochromatic tailoring for effortless polish. 🕊️\n\nRelaxed blazers, wide-leg trousers, and cream vests prove that tonal beige is always a good idea.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.91,
        "keywords": [
          "soft tailoring",
          "cream suit",
          "wide leg trousers",
          "monochromatic"
        ],
        "example_media_refs": [
          "162960:1",
          "163154:1",
          "162981:1",
          "162970:1"
        ],
        "example_post_ids": [
          162960,
          163154,
          162981,
          162970
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 3
      },
      {
        "blog_title": "Pop-of-Cherry Red Accent Styling",
        "trend_name": "Pop-of-Cherry Red Accent Styling",
        "trend_type": "styling_formula",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new color-pop styling trick using vibrant cherry red sweaters, shorts, or tees against muted bases.",
        "description": "Bright cherry red knits draped over navy linen dresses, red jersey tops, and gingham shorts acting as vibrant focal points.",
        "visual_similarity_reason": "Single bright cherry or primary red garment used intentionally as a pop of color in neutral ensembles.",
        "instagram_caption": "Never underestimate the power of a pop of red. 🍒\n\nDrape a bright cherry sweater over your favorite neutral dress or swap in red accessories for an instant outfit upgrade.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.87,
        "keywords": [
          "pop of red",
          "cherry red",
          "draped sweater",
          "color pop"
        ],
        "example_media_refs": [
          "163253:1",
          "162902:1",
          "162846:1",
          "162917:1"
        ],
        "example_post_ids": [
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          162902,
          162846,
          162917
        ],
        "matching_image_count": 4,
        "matching_parent_post_count": 4,
        "matching_author_count": 4
      },
      {
        "blog_title": "Kitten Heel Mules & Sculptural Heels",
        "trend_name": "Kitten Heel Mules & Sculptural Footwear",
        "trend_type": "accessory",
        "trend_trajectory": "net_new",
        "historical_note": "Net-new low-heel shoe trend featuring square toes, slide mules, and animal print pumps.",
        "description": "Dark brown square-toe kitten heel mules, black heeled slides, and spotted heels styled with skirts and capri leggings.",
        "visual_similarity_reason": "Emphasis on low kitten heels and sleek slide mules paired with midi skirts, tailored pants, and evening looks.",
        "instagram_caption": "The micro-heel moment isn’t going anywhere. 👠\n\nKitten heel mules and sculptural slides bring just the right amount of height and sophistication to everyday outfits.",
        "trend_signal_strength": "strong",
        "confidence_score": 0.88,
        "keywords": [
          "kitten heels",
          "heeled mules",
          "square toe shoes",
          "sculptural heels"
        ],
        "example_media_refs": [
          "162873:1",
          "162942:1",
          "163074:1",
          "163347:1",
          "162966:1"
        ],
        "example_post_ids": [
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          163074,
          163347,
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        ],
        "matching_image_count": 5,
        "matching_parent_post_count": 5,
        "matching_author_count": 5
      }
    ],
    "overview_title": "Latest Trends",
    "overview_description": "This week, rich autumnal depths take center stage as moodier espresso tailoring from @jacandjack and oxblood knits from @kinneythelabel are sharply punctuated by high-contrast pops of cherry red via @posse. Hyper-feminine textures define the overarching silhouette, spanning ethereal open-back white gowns from @isabellequinn_ and fluid champagne satin sets by @biancaspender to delicate sheer lace blouses from @sister_studios. This relaxed elegance extends into unstructured neutral tailoring and retro-striped waistbands from @nagnata_, all grounded by dark brown, square-toe kitten heel mules from @foxanddoveboutique.",
    "generation_diagnostics": {
      "available": true,
      "generated_at": "2026-07-22T10:47:32.064406Z",
      "tag": "australia",
      "media_scope": "all_media",
      "generation_strategy": "deep_chunked_two_pass_candidate_discovery_and_validation",
      "report_profile": "deep",
      "model": "~google/gemini-flash-latest",
      "previous_report_context": null,
      "vision_preflight": {
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        "since": "2026-07-08T10:43:55.549608Z",
        "media_scope": "all_media",
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        "batch_size": 500,
        "max_batches": 20,
        "batch_count": 1,
        "images_requested": 0,
        "images_analyzed": 0,
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        "batches": [
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            "completion_reconciled": false
          }
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        "chunk_count": 3,
        "max_posts_per_chunk": 200,
        "max_media_per_chunk": 500,
        "chunk_post_count": 61,
        "chunk_media_count": 67,
        "full_source_post_count": 509,
        "full_eligible_post_count": 461,
        "full_source_media_count": 620
      },
      "criteria": {
        "time_window_days": 14,
        "window_start": "2026-07-08T10:43:55.549608Z",
        "minimum_confidence": 0.7,
        "minimum_matching_images": 4,
        "minimum_parent_posts": 3,
        "maximum_images_per_parent_post": 2,
        "preferred_matching_images": "6-12 when available; 4+ accepted for emerging micro-trends",
        "visual_similarity_is_primary": true,
        "caption_required": false,
        "captionless_posts_included": true,
        "engagement_included_in_prompt": true,
        "single_campaign_trends_excluded": true,
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        "deep_report_max_posts": 200,
        "deep_report_max_media": 500,
        "prompt_character_limit": 300000,
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        "media_tag_limit": 14,
        "media_tag_character_limit": 0
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      "eligible_post_count": 461,
      "chunk_post_count": 61,
      "chunk_media_count": 67,
      "analyzed_post_count": 61,
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      "analyzed_media_refs": [
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      "full_source_prompt_character_count": 36586,
      "source_prompt_character_count": 36586,
      "prompt_character_count": 36586,
      "prompt_character_limit": 300000,
      "prompt_was_truncated": false,
      "candidate_prompt_character_count": 40745,
      "validation_prompt_character_count": 50234,
      "candidate_reasoning_scratchpad": "In the absence of prior report data, fresh visual signals across the current sample point toward a dominant shift into rich autumnal color palettes paired with tactile textures. Key themes include deep burgundy and dark chocolate knits, moody black lace sheer layering, nostalgic Y2K retro sportswear, and fluid satin co-ords. Soft tailoring in off-white tones and romantic backless draped silhouettes also demonstrate strong cross-brand adoption.",
      "validation_reasoning_scratchpad": "Candidate clusters were validated against raw image metadata to ensure every trend includes at least 4 distinct MediaRefs across at least 3 parent PostIDs. Candidates lacking sufficient visual evidence across multiple posts were excluded, while solid visual themes across soft tailoring, rich autumnal colors, nostalgic prints, and sleek footwear were expanded into actionable social content ideas.",
      "ai_discovered_candidate_count": 12,
      "candidate_trends": [
        {
          "candidate_name": "Deep Wine & Burgundy Tones",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163415:1",
            "163007:1",
            "163276:1",
            "162846:1"
          ],
          "visual_cues": [
            "burgundy mini skirts and draped silhouettes",
            "deep maroon and olive dress assortments",
            "autumnal wine knitwear and rack displays"
          ]
        },
        {
          "candidate_name": "Dark Chocolate & Espresso Knits",
          "trend_type": "color",
          "visual_axis": "color",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "163379:1",
            "163379:2",
            "163379:3",
            "163044:1",
            "162967:1"
          ],
          "visual_cues": [
            "dark brown micro tees with exposed seam detailing",
            "chocolate pinstripe tailored suits",
            "brown pleated trousers and suede midi skirts",
            "dark brown kitten heel footwear"
          ]
        },
        {
          "candidate_name": "Sheer Black Lace & Cutout Tops",
          "trend_type": "outfit",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163068:1",
            "163254:1",
            "162873:1",
            "163347:1"
          ],
          "visual_cues": [
            "black lace tops with cutout necklines",
            "keyhole neckline blouses revealing lace waistbands",
            "translucent sheer ruffle blouses",
            "monochromatic black evening silhouettes"
          ]
        },
        {
          "candidate_name": "Ethereal Draped Chiffon & Open-Back White Gowns",
          "trend_type": "outfit",
          "visual_axis": "silhouette",
          "historical_relationship": "net_new",
          "seed_media_count": 6,
          "seed_media_refs": [
            "162932:1",
            "162933:1",
            "162933:2",
            "162933:3",
            "162958:1",
            "163008:1"
          ],
          "visual_cues": [
            "draped white chiffon dresses with open back details",
            "flutter sleeves and sweeping cowl backs",
            "cream silk backless mini and midi dresses"
          ]
        },
        {
          "candidate_name": "Fluid Satin Co-Ords & Camisole Sets",
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          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "163399:1",
            "163074:1",
            "163025:1",
            "163416:1",
            "163154:1"
          ],
          "visual_cues": [
            "champagne satin gathered tops with low-rise maxi skirts",
            "cream satin camisoles paired with lace-trim skirts",
            "light blue satin open-back midi dresses",
            "pink satin mini skirts"
          ]
        },
        {
          "candidate_name": "Striped-Waistband Retro Athleisure",
          "trend_type": "outfit",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "163137:1",
            "163138:1",
            "163139:1",
            "163140:1",
            "163141:1"
          ],
          "visual_cues": [
            "micro skirts with striped ribbed waistbands",
            " ruched crop tanks paired with athletic boxing shorts",
            "retro sneaker and white crew sock styling"
          ]
        },
        {
          "candidate_name": "Black Cutout Mini Dresses with Y2K Eyewear",
          "trend_type": "styling_formula",
          "visual_axis": "styling_formula",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163124:1",
            "163124:2",
            "163124:3",
            "163240:1"
          ],
          "visual_cues": [
            "black cutout mini dresses with beaded or hardware accents",
            "oversized dark wrap-around sunglasses",
            "sleek hair and modern minimalist jewelry"
          ]
        },
        {
          "candidate_name": "Soft Tailoring in Cream & Monochromatic Neutrals",
          "trend_type": "outfit",
          "visual_axis": "silhouette",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "162960:1",
            "163154:1",
            "162981:1",
            "162970:1"
          ],
          "visual_cues": [
            "relaxed beige suits with wide-leg trousers",
            "cream satin tops with matching fluid trousers",
            "cream mohair vests paired with cropped trousers"
          ]
        },
        {
          "candidate_name": "Nostalgic Plaid Mini Skirts & Heritage Tartan",
          "trend_type": "outfit",
          "visual_axis": "garment_type",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163319:1",
            "163320:1",
            "162784:1",
            "163276:1"
          ],
          "visual_cues": [
            "plaid mini skirts paired with cowboy boots or faux fur outerwear",
            "multi-colored tartan puff sleeve mini dresses",
            "heritage plaid blazers on retail displays"
          ]
        },
        {
          "candidate_name": "Textured Fringe Sarong & Resort Cover-Ups",
          "trend_type": "outfit",
          "visual_axis": "texture",
          "historical_relationship": "net_new",
          "seed_media_count": 3,
          "seed_media_refs": [
            "162801:1",
            "162802:1",
            "162803:1"
          ],
          "visual_cues": [
            "fringe detail mini skirts layered over sheer maxi skirts",
            "floral fringe sarongs paired with halter cowl tops",
            "sun-soaked beach backdrops and backless silhouettes"
          ]
        },
        {
          "candidate_name": "Pop-of-Cherry Red Accent Styling",
          "trend_type": "styling_formula",
          "visual_axis": "styling_formula",
          "historical_relationship": "net_new",
          "seed_media_count": 4,
          "seed_media_refs": [
            "163253:1",
            "162902:1",
            "162846:1",
            "162917:1"
          ],
          "visual_cues": [
            "bright red sweaters draped over navy linen dresses",
            "cherry red jersey tops paired with stone textures",
            "cherry red knits contrasted against charcoal denim and silver cuffs"
          ]
        },
        {
          "candidate_name": "Kitten Heel Mules & Sculptural Footwear",
          "trend_type": "accessory",
          "visual_axis": "accessory",
          "historical_relationship": "net_new",
          "seed_media_count": 5,
          "seed_media_refs": [
            "162873:1",
            "162942:1",
            "163074:1",
            "163347:1",
            "162966:1"
          ],
          "visual_cues": [
            "dark brown square-toe kitten heel mules",
            "black heeled mules worn with satin skirts",
            "stiletto kitten heels in evening looks",
            "spotted printed heels paired with capri leggings"
          ]
        }
      ],
      "ai_candidate_trend_count": 10,
      "ai_validated_trend_count_before_filter": 10,
      "accepted_trend_count": 9,
      "rejected_trend_count": 1,
      "rejected_trends": [
        {
          "trend_name": "Nostalgic Plaid Mini Skirts & Heritage Tartan",
          "confidence_score": 0.83,
          "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."
          ]
        }
      ]
    }
  }
}