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That is a gap in our records, not evidence that no filing exists.","identity_basis":"listing","status":"live","source_refs":["facts_panel","source_listing"],"source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","scope":"exact_listing","inference_level":"gap","observed_at":"2026-08-07","presentation_tone":"gap","evidence_id":"ev-81058f30331d","evidence_url":"https://lookcloser.ai/e/ev-81058f30331d","content_fingerprint":"sha256:7b3a64e9714ddc956c767d31961bf3a0854141db42fb3878d3e17d5ce598a69f","registry_receipts":[],"evidence":{"summary":"We have not found a public label filing for this exact product. 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That is a gap in our records, not evidence that no filing exists."},"html_anchor":"finding-label-and-serving-arithmetic-public-label-filing-not-retained","report_url":"https://lookcloser.ai/p/322654000053/full#finding-label-and-serving-arithmetic-public-label-filing-not-retained"},{"id":"fda-public-records-recall-search-no-match-found-as-of-aug-07-2026","source":"FDA public records","class":"gap","noted":false,"severity":"info","weight":19,"headline":"Recall search: no match found (as of Aug 07, 2026)","detail":"This means only that no enforcement record matched the brand name — it does not mean the product was tested, reviewed, or cleared by FDA. New and untested products also have no recall records.","proof":"This means only that no enforcement record matched the brand name — it does not mean the product was tested, reviewed, or cleared by FDA. New and untested products also have no recall records.","identity_basis":"none","status":"live","source_refs":["openfda_search"],"source_url":"https://api.fda.gov/food/enforcement.json?search=(recalling_firm:%22Great+Lakes+Gelatin%22+OR+product_description:%22Great+Lakes+Gelatin%22)&limit=5","scope":"search_scope","inference_level":"gap","observed_at":"2026-08-07","presentation_tone":"caution","evidence_id":"ev-515714589e9b","evidence_url":"https://lookcloser.ai/e/ev-515714589e9b","content_fingerprint":"sha256:dabcf7315bde3e182c014fe0317a35bfabde9b6caef76af10d847061b4f42132","registry_receipts":[],"evidence":{"summary":"This means only that no enforcement record matched the brand name — it does not mean the product was tested, reviewed, or cleared by FDA. New and untested products also have no recall records.","source_refs":["openfda_search"],"source_records":[{"source":"openfda_search","source_url":"https://api.fda.gov/food/enforcement.json?search=(recalling_firm:%22Great+Lakes+Gelatin%22+OR+product_description:%22Great+Lakes+Gelatin%22)&limit=5","observed_at":"2026-08-07","identity_basis":"search_only","scope":"product_or_brand","registry_name":"FDA enforcement","identifier":"Great Lakes Gelatin","receipt_label":"FDA enforcement search · Great Lakes Gelatin"}],"observed_at":"2026-08-07","looked":"LookCloser checked FDA public records.","found":"This means only that no enforcement record matched the brand name — it does not mean the product was tested, reviewed, or cleared by FDA. New and untested products also have no recall records."},"html_anchor":"finding-fda-public-records-recall-search-no-match-found-as-of-aug-07-2026","report_url":"https://lookcloser.ai/p/322654000053/full#finding-fda-public-records-recall-search-no-match-found-as-of-aug-07-2026"},{"id":"keepa-exact-listing-history-this-item-belongs-to-a-catalog-variation-fam","source":"Keepa exact-listing history","class":"gap","noted":false,"severity":"info","weight":19,"headline":"This item belongs to a catalog variation family","detail":"The paid catalog links this exact item to a parent listing. Review counts on public product pages may be shared across sizes, flavors, or other variants, so the count history is listing context — not evidence that reviewers received or tested this exact variant.","proof":"The paid catalog links this exact item to a parent listing. Review counts on public product pages may be shared across sizes, flavors, or other variants, so the count history is listing context — not evidence that reviewers received or tested this exact variant.","identity_basis":"listing","status":"live","source_refs":["keepa_history","source_listing"],"source_url":"https://keepa.com/#!product/1-B0FN7JPHJ2","scope":"exact_listing","inference_level":"gap","observed_at":"2026-08-07","presentation_tone":"gap","evidence_id":"ev-f65a7d9962b3","evidence_url":"https://lookcloser.ai/e/ev-f65a7d9962b3","content_fingerprint":"sha256:9bbd3db367be0f31e8bb058cfba0a25713a9b202d7902771aee7ecb49b14e4f6","registry_receipts":[],"evidence":{"summary":"The paid catalog links this exact item to a parent listing. Review counts on public product pages may be shared across sizes, flavors, or other variants, so the count history is listing context — not evidence that reviewers received or tested this exact variant.","source_refs":["keepa_history","source_listing"],"source_records":[{"source":"keepa_history","source_url":"https://keepa.com/#!product/1-B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"exact_listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-07","looked":"LookCloser checked Keepa exact-listing history.","found":"The paid catalog links this exact item to a parent listing. Review counts on public product pages may be shared across sizes, flavors, or other variants, so the count history is listing context — not evidence that reviewers received or tested this exact variant."},"html_anchor":"finding-keepa-exact-listing-history-this-item-belongs-to-a-catalog-variation-fam","report_url":"https://lookcloser.ai/p/322654000053/full#finding-keepa-exact-listing-history-this-item-belongs-to-a-catalog-variation-fam"},{"id":"keepa-exact-listing-history-180-day-review-count-history-is-on-file","source":"Keepa exact-listing history","class":"gap","noted":false,"severity":"info","weight":16,"headline":"180-day review-count history is on file","detail":"Exact-listing history records written-review counts from 0 on 2025-09-05 to 5 on 2026-07-07 (net +5). Count movements can reflect sales, listing variants, collection resets, or moderation; this history does not establish whether reviews are authentic.","proof":"Exact-listing history records written-review counts from 0 on 2025-09-05 to 5 on 2026-07-07 (net +5). Count movements can reflect sales, listing variants, collection resets, or moderation; this history does not establish whether reviews are authentic.","identity_basis":"listing","status":"live","source_refs":["keepa_history","source_listing"],"source_url":"https://keepa.com/#!product/1-B0FN7JPHJ2","scope":"exact_listing","inference_level":"gap","observed_at":"2026-08-07","presentation_tone":"gap","evidence_id":"ev-6b1c921eef06","evidence_url":"https://lookcloser.ai/e/ev-6b1c921eef06","content_fingerprint":"sha256:627fa2b2158b4f1eb3a310618d6d228c1313d359c8dc267502d24be947470c19","registry_receipts":[],"evidence":{"summary":"Exact-listing history records written-review counts from 0 on 2025-09-05 to 5 on 2026-07-07 (net +5). 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Count movements can reflect sales, listing variants, collection resets, or moderation; this history does not establish whether reviews are authentic."},"html_anchor":"finding-keepa-exact-listing-history-180-day-review-count-history-is-on-file","report_url":"https://lookcloser.ai/p/322654000053/full#finding-keepa-exact-listing-history-180-day-review-count-history-is-on-file"},{"id":"lookcloser-record-check-brand-ownership-record-not-retained","source":"LookCloser record check","class":"gap","noted":false,"severity":"info","weight":14,"headline":"Brand ownership record not retained","detail":"This record does not hold an exact, supplement-class public ownership record for the brand. That is a LookCloser coverage gap, not evidence that the brand has no owner or that the product is improper.","proof":"This record does not hold an exact, supplement-class public ownership record for the brand. That is a LookCloser coverage gap, not evidence that the brand has no owner or that the product is improper.","identity_basis":"owner_exact","status":"live","source_refs":["uspto_search"],"source_url":"https://tmsearch.uspto.gov/","scope":"brand_owner","inference_level":"gap","observed_at":"2026-08-07","presentation_tone":"gap","evidence_id":"ev-88ac51afeaa1","evidence_url":"https://lookcloser.ai/e/ev-88ac51afeaa1","content_fingerprint":"sha256:2c10bd9d82004451c8a52c487b3582afebdb9f915f4a704553ceac1965155b94","registry_receipts":[],"evidence":{"summary":"This record does not hold an exact, supplement-class public ownership record for the brand. That is a LookCloser coverage gap, not evidence that the brand has no owner or that the product is improper.","source_refs":["uspto_search"],"source_records":[{"source":"uspto_search","source_url":"https://tmsearch.uspto.gov/","observed_at":"2026-08-07","identity_basis":"exact_wordmark_and_supplement_goods","scope":"brand","registry_name":"USPTO"}],"observed_at":"2026-08-07","looked":"LookCloser checked LookCloser record check.","found":"This record does not hold an exact, supplement-class public ownership record for the brand. That is a LookCloser coverage gap, not evidence that the brand has no owner or that the product is improper."},"html_anchor":"finding-lookcloser-record-check-brand-ownership-record-not-retained","report_url":"https://lookcloser.ai/p/322654000053/full#finding-lookcloser-record-check-brand-ownership-record-not-retained"},{"id":"barcode-gtin-record-upc-valid-no-independent-record","source":"Barcode / GTIN record","class":"gap","noted":false,"severity":"info","weight":14,"headline":"UPC valid, no independent record","detail":"Check digit passes; no third-party database record found yet. Coverage gaps are common — not a strike.","proof":"Check digit passes; no third-party database record found yet. Coverage gaps are common — not a strike.","identity_basis":"gtin","status":"live","source_refs":["barcode_search","source_listing"],"source_url":"https://world.openfoodfacts.org/product/00322654000053","scope":"exact_product","inference_level":"gap","observed_at":"2026-08-07","presentation_tone":"gap","evidence_id":"ev-f385b8730e05","evidence_url":"https://lookcloser.ai/e/ev-f385b8730e05","content_fingerprint":"sha256:c0f39ce4c7deed1bc9c7c5864b617907cad9c1a80a7ad119a773263aa6b2f02c","registry_receipts":[],"evidence":{"summary":"Check digit passes; no third-party database record found yet. Coverage gaps are common — not a strike.","source_refs":["barcode_search","source_listing"],"source_records":[{"source":"barcode_search","source_url":"https://world.openfoodfacts.org/product/00322654000053","observed_at":"2026-08-07","identity_basis":"gtin","scope":"exact_gtin"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-07","looked":"LookCloser checked Barcode / GTIN record.","found":"Check digit passes; no third-party database record found yet. Coverage gaps are common — not a strike."},"html_anchor":"finding-barcode-gtin-record-upc-valid-no-independent-record","report_url":"https://lookcloser.ai/p/322654000053/full#finding-barcode-gtin-record-upc-valid-no-independent-record"}],"evidence_records":[{"evidence_id":"ev-a133add1e45f","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:nih-published-research-collagen-peptides-dose-is-above-the-studied-range","primary_source":"pubmed_collagen","claim":"Collagen Peptides dose is above the studied range","bucket":"claimed_no_support","looked":"LookCloser checked NIH / published research.","found":"label claims 20000 mg/serving — above the range commonly used in research (trials use 2.5–15 g/day of hydrolyzed peptides). Sources: PubMed search: collagen peptide supplementation trial, WebMD search: collagen.","proof":{"detail":"label claims 20000 mg/serving — above the range commonly used in research (trials use 2.5–15 g/day of hydrolyzed peptides). Sources: PubMed search: collagen peptide supplementation trial, WebMD search: collagen."},"source_refs":[{"source":"pubmed_collagen","source_url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","observed_at":"2026-08-07","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-08-07","content_fingerprint":"sha256:185a0b2bb1790230cad6b3e3c30e03a78557e3293cf711ef03f13534cec90f01","evidence_url":"https://lookcloser.ai/e/ev-a133add1e45f"},{"evidence_id":"ev-509c79f2d054","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:label-and-serving-arithmetic-label-math-is-physically-consistent","primary_source":"facts_panel","claim":"Label math is physically consistent","bucket":"checks_out","looked":"LookCloser checked Label and serving arithmetic.","found":"Claimed collagen 20,000.0 mg is 100% of the ≈20,000 mg serving (serving size printed on the packaging (photo-read from listing images)) — within physical limits.","proof":{"detail":"Claimed collagen 20,000.0 mg is 100% of the ≈20,000 mg serving (serving size printed on the packaging (photo-read from listing images)) — within physical limits."},"source_refs":[{"source":"facts_panel","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-07","content_fingerprint":"sha256:d6307e67e4e3c71d500b2c84dd212969e025ee459575d0cc38ca48c1fbf8316e","evidence_url":"https://lookcloser.ai/e/ev-509c79f2d054"},{"evidence_id":"ev-ca069d710198","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:review_velocity_gradual","primary_source":"source_listing","claim":"The review count moved gradually, not in one burst","bucket":"checks_out","looked":"LookCloser checked keepa.","found":"Written reviews rose from 0 to 5 between September 5, 2025 and July 7, 2026. The largest rise inside any single 30-day window was about 1, so the count moved in steps rather than in one burst.","proof":{"first":["2025-09-05",0],"last":["2026-07-07",5],"max_30d_review_gain":1},"source_refs":[{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-07","content_fingerprint":"sha256:651a47f14207dc5005a4864f004d60146267e4ecf1aed0107a27c8b62cf803d7","evidence_url":"https://lookcloser.ai/e/ev-ca069d710198"},{"evidence_id":"ev-e5440fbca284","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:nih-published-research-each-ingredient-s-amount-is-disclosed","primary_source":"pubmed_collagen","claim":"Each ingredient’s amount is disclosed","bucket":"checks_out","looked":"LookCloser checked NIH / published research.","found":"The panel gives a per-ingredient amount rather than hiding quantities inside a proprietary blend, so each one can be compared to published research.","proof":{"detail":"The panel gives a per-ingredient amount rather than hiding quantities inside a proprietary blend, so each one can be compared to published research."},"source_refs":[{"source":"pubmed_collagen","source_url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","observed_at":"2026-08-07","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-08-07","content_fingerprint":"sha256:3cbc992dd97f75135432c8e1e5372c991dedb0a9b5c56635af9cbc2eab88cdde","evidence_url":"https://lookcloser.ai/e/ev-e5440fbca284"},{"evidence_id":"ev-515714589e9b","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:fda-public-records-recall-search-no-match-found-as-of-aug-07-2026","primary_source":"openfda_search","claim":"Recall search: no match found (as of Aug 07, 2026)","bucket":"unverified","looked":"LookCloser checked FDA public records.","found":"This means only that no enforcement record matched the brand name — it does not mean the product was tested, reviewed, or cleared by FDA. New and untested products also have no recall records.","proof":{"detail":"This means only that no enforcement record matched the brand name — it does not mean the product was tested, reviewed, or cleared by FDA. New and untested products also have no recall records."},"source_refs":[{"source":"openfda_search","source_url":"https://api.fda.gov/food/enforcement.json?search=(recalling_firm:%22Great+Lakes+Gelatin%22+OR+product_description:%22Great+Lakes+Gelatin%22)&limit=5","observed_at":"2026-08-07","identity_basis":"search_only","scope":"product_or_brand","registry_name":"FDA enforcement","identifier":"Great Lakes Gelatin","receipt_label":"FDA enforcement search · Great Lakes Gelatin"}],"observed_at":"2026-08-07","content_fingerprint":"sha256:dabcf7315bde3e182c014fe0317a35bfabde9b6caef76af10d847061b4f42132","evidence_url":"https://lookcloser.ai/e/ev-515714589e9b"},{"evidence_id":"ev-288f1126a6bc","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:label-and-serving-arithmetic-listing-claim-matches-the-supplement-facts-","primary_source":"facts_panel","claim":"Listing claim matches the Supplement Facts panel","bucket":"unverified","looked":"LookCloser checked Label and serving arithmetic.","found":"The listing claims 20 g; the photo-read Supplement Facts panel shows Collagen Peptides (from bovine) at 20 g per serving — the listing text and its photo-read panel agree; this is internal consistency, not independent testing.","proof":{"detail":"The listing claims 20 g; the photo-read Supplement Facts panel shows Collagen Peptides (from bovine) at 20 g per serving — the listing text and its photo-read panel agree; this is internal consistency, not independent testing."},"source_refs":[{"source":"facts_panel","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-07","content_fingerprint":"sha256:f6d02057a53400a312245dfc3825dd3c8a60d4a7e202d39e838a8e077f61c709","evidence_url":"https://lookcloser.ai/e/ev-288f1126a6bc"},{"evidence_id":"ev-cecd0fd0985a","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:label-and-serving-arithmetic-photo-read-pack-math-is-internally-consiste","primary_source":"facts_panel","claim":"Photo-read pack math is internally consistent","bucket":"unverified","looked":"LookCloser checked Label and serving arithmetic.","found":"28 servings × 20 g = 560 g, matching the printed net weight 567 g (NET WT 20 OZ (1 LB 4 OZ) 567 G). This checks agreement within the photo read; it is not an independent contents test.","proof":{"detail":"28 servings × 20 g = 560 g, matching the printed net weight 567 g (NET WT 20 OZ (1 LB 4 OZ) 567 G). This checks agreement within the photo read; it is not an independent contents test."},"source_refs":[{"source":"facts_panel","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-07","content_fingerprint":"sha256:23829085691f45ca924825b82db90e465ebf8564c1ee0b0d36d8b4c53152c408","evidence_url":"https://lookcloser.ai/e/ev-cecd0fd0985a"},{"evidence_id":"ev-81058f30331d","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:label-and-serving-arithmetic-public-label-filing-not-retained","primary_source":"facts_panel","claim":"Public label filing not retained","bucket":"unverified","looked":"LookCloser checked Label and serving arithmetic.","found":"We have not found a public label filing for this exact product. That is a gap in our records, not evidence that no filing exists.","proof":{"detail":"We have not found a public label filing for this exact product. That is a gap in our records, not evidence that no filing exists."},"source_refs":[{"source":"facts_panel","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-07","content_fingerprint":"sha256:7b3a64e9714ddc956c767d31961bf3a0854141db42fb3878d3e17d5ce598a69f","evidence_url":"https://lookcloser.ai/e/ev-81058f30331d"},{"evidence_id":"ev-f385b8730e05","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:barcode-gtin-record-upc-valid-no-independent-record","primary_source":"barcode_search","claim":"UPC valid, no independent record","bucket":"unverified","looked":"LookCloser checked Barcode / GTIN record.","found":"Check digit passes; no third-party database record found yet. Coverage gaps are common — not a strike.","proof":{"detail":"Check digit passes; no third-party database record found yet. Coverage gaps are common — not a strike."},"source_refs":[{"source":"barcode_search","source_url":"https://world.openfoodfacts.org/product/00322654000053","observed_at":"2026-08-07","identity_basis":"gtin","scope":"exact_gtin"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-07","content_fingerprint":"sha256:c0f39ce4c7deed1bc9c7c5864b617907cad9c1a80a7ad119a773263aa6b2f02c","evidence_url":"https://lookcloser.ai/e/ev-f385b8730e05"},{"evidence_id":"ev-6b1c921eef06","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:keepa-exact-listing-history-180-day-review-count-history-is-on-file","primary_source":"keepa_history","claim":"180-day review-count history is on file","bucket":"unverified","looked":"LookCloser checked Keepa exact-listing history.","found":"Exact-listing history records written-review counts from 0 on 2025-09-05 to 5 on 2026-07-07 (net +5). Count movements can reflect sales, listing variants, collection resets, or moderation; this history does not establish whether reviews are authentic.","proof":{"detail":"Exact-listing history records written-review counts from 0 on 2025-09-05 to 5 on 2026-07-07 (net +5). Count movements can reflect sales, listing variants, collection resets, or moderation; this history does not establish whether reviews are authentic."},"source_refs":[{"source":"keepa_history","source_url":"https://keepa.com/#!product/1-B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"exact_listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FN7JPHJ2","observed_at":"2026-08-07","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-07","content_fingerprint":"sha256:627fa2b2158b4f1eb3a310618d6d228c1313d359c8dc267502d24be947470c19","evidence_url":"https://lookcloser.ai/e/ev-6b1c921eef06"},{"evidence_id":"ev-f65a7d9962b3","record_id":"322654000053","gtin":"322654000053","claim_key":"finding:keepa-exact-listing-history-this-item-belongs-to-a-catalog-variation-fam","primary_source":"keepa_history","claim":"This item belongs to a catalog variation family","bucket":"unverified","looked":"LookCloser checked Keepa exact-listing history.","found":"The paid catalog links this exact item to a parent listing. Review counts on public product pages may be shared across sizes, flavors, or other variants, so the count history is listing context — not evidence that reviewers received or tested this exact variant.","proof":{"detail":"The paid catalog links this exact item to a parent listing. 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