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A price observation, not a recommendation.","so_what":"Comparing cost at a research-relevant amount shows how quickly the package is used and what the routine actually costs.","source":"NIH / published research","source_links":[],"registry_receipts":[],"evidence_id":"ev-9b00226f303a","evidence_url":"https://lookcloser.ai/e/ev-9b00226f303a","presentation_home":"finding_catalog"},{"finding_id":"review_velocity_gradual","card_type":"review_velocity","question":"reviews","tone":"ok","weight":28,"headline":"Reviews rose from 2 to 19 between April 8 and July 14, 2026 — no sudden jump.","evidence":"Written reviews rose from 2 to 19 between April 8 and July 14, 2026. The largest rise inside any single 30-day window was about 6, so the count moved in steps rather than in one burst.","so_what":"A count that moves steadily is ordinary. A sudden burst is what deserves a closer look.","source":"keepa","source_links":[{"label":"Keepa exact-listing history","url":"https://keepa.com/#!product/1-B0FMQ4FYLY","role":"dated count history · exact listing"}],"registry_receipts":[],"evidence_id":"ev-aec74ebb111c","evidence_url":"https://lookcloser.ai/e/ev-aec74ebb111c","presentation_home":"finding_catalog"}],"research_links":[{"ingredient":"collagen peptides","label":"PubMed search: collagen peptide supplementation trial","url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","scope":"ingredient_context","product_evidence":false},{"ingredient":"collagen peptides","label":"WebMD search: collagen","url":"https://www.webmd.com/vitamins/search?query=collagen","scope":"ingredient_context","product_evidence":false}],"open_items":["No FDA recall matched this brand in the current search.","We have not found a public label filing for this exact product."]},"tldr":{"assessment":"checks_confirmed","headline":"Listing claim matches the Supplement Facts panel","summary":"The listing claims 22 g; the photo-read Supplement Facts panel shows Grass-Fed Bovine Collagen Hydrolysate at 22.2 g per serving — the listing text and its photo-read panel agree; this is internal consistency, not independent testing.","lead_finding_id":"label-and-serving-arithmetic-listing-claim-matches-the-supplement-facts-","key_findings":[{"id":"uspto-trademark-registry-exact-trademark-owner-identified","class":"ok","headline":"Exact trademark owner identified","source":"USPTO trademark registry","scope":"brand_owner"},{"id":"barcode-gtin-record-upc-independently-corroborated","class":"ok","headline":"UPC independently corroborated","source":"Barcode / GTIN record","scope":"exact_product"},{"id":"review_velocity_gradual","class":"ok","headline":"The review count moved gradually, not in one burst","source":"keepa","scope":"exact_listing"}],"documented_concern_count":1,"confirmed_check_count":5,"open_question_count":0,"usage_note":"Decision support, not medical advice or a product recommendation. 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Sources: PubMed search: collagen peptide supplementation trial, WebMD search: collagen.","identity_basis":"ingredient","status":"live","source_refs":["pubmed_collagen"],"source_url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","scope":"ingredient_context","inference_level":"direct_observation","observed_at":"2026-07-26","presentation_tone":"warn","evidence_id":"ev-27fb82c625ba","evidence_url":"https://lookcloser.ai/e/ev-27fb82c625ba","content_fingerprint":"sha256:20986648a7bce3d79921d6d7924b5244d5355bdc8af5744586cd6edbc9534ecc","registry_receipts":[],"evidence":{"summary":"label claims 22000 mg/serving — above the range commonly used in research (trials use 2.5–15 g/day of hydrolyzed peptides). 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This identifies the USPTO mark owner or applicant; it does not by itself prove who manufactures or sells this product.","proof":"USPTO lists Transparent Labs, LLC (LIMITED LIABILITY COMPANY; CORPORATION) in UTAH, USA; CANADA for the exact brand wordmark. This identifies the USPTO mark owner or applicant; it does not by itself prove who manufactures or sells this product.","identity_basis":"owner_exact","status":"live","source_refs":["uspto_search"],"source_url":"https://tsdr.uspto.gov/#caseNumber=86927700&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch","scope":"brand_owner","inference_level":"direct_observation","observed_at":"2026-07-26","presentation_tone":"ok","evidence_id":"ev-5aaf52aec1b5","evidence_url":"https://lookcloser.ai/e/ev-5aaf52aec1b5","content_fingerprint":"sha256:dd15104b2f86c38a2c0155c71681af61ae4eb7075e79c8531ce64baa337ce1dc","registry_receipts":[{"source":"uspto_search","url":"https://tsdr.uspto.gov/#caseNumber=86927700&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch","label":"USPTO · Registration 5058987","registry_name":"USPTO","standard":null,"identifier":"Registration 5058987"}],"evidence":{"summary":"USPTO lists Transparent Labs, LLC (LIMITED LIABILITY COMPANY; CORPORATION) in UTAH, USA; CANADA for the exact brand wordmark. This identifies the USPTO mark owner or applicant; it does not by itself prove who manufactures or sells this product.","source_refs":["uspto_search"],"source_records":[{"source":"uspto_search","source_url":"https://tsdr.uspto.gov/#caseNumber=86927700&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch","observed_at":"2026-07-26","identity_basis":"exact_wordmark_and_supplement_goods","scope":"brand","registry_name":"USPTO","identifier":"Registration 5058987","receipt_label":"USPTO · Registration 5058987"}],"observed_at":"2026-07-26","looked":"LookCloser checked USPTO trademark registry.","found":"USPTO lists Transparent Labs, LLC (LIMITED LIABILITY COMPANY; CORPORATION) in UTAH, USA; CANADA for the exact brand wordmark. This identifies the USPTO mark owner or applicant; it does not by itself prove who manufactures or sells this product."},"html_anchor":"finding-uspto-trademark-registry-exact-trademark-owner-identified","report_url":"https://lookcloser.ai/p/874659002544/full#finding-uspto-trademark-registry-exact-trademark-owner-identified"},{"id":"certification-laboratory-record-testing-claim-names-a-recognized-certifi","source":"Certification / laboratory record","class":"ok","noted":false,"severity":"ok","weight":43,"headline":"Testing claim names a recognized certifier","detail":"A named certifier/laboratory appears in the listing (registry cross-check pending).","proof":"A named certifier/laboratory appears in the listing (registry cross-check pending).","identity_basis":"none","status":"live","source_refs":["source_listing"],"source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","scope":"search_scope","inference_level":"direct_observation","observed_at":"2026-07-26","presentation_tone":"ok","evidence_id":"ev-dc585f294f7c","evidence_url":"https://lookcloser.ai/e/ev-dc585f294f7c","content_fingerprint":"sha256:a33ad6170a5ff29a5537e168853da1f64dbcef9cf93155432f1ed54f02eb6d17","registry_receipts":[],"evidence":{"summary":"A named certifier/laboratory appears in the listing (registry cross-check pending).","source_refs":["source_listing"],"source_records":[{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","looked":"LookCloser checked Certification / laboratory record.","found":"A named certifier/laboratory appears in the listing (registry cross-check pending)."},"html_anchor":"finding-certification-laboratory-record-testing-claim-names-a-recognized-certifi","report_url":"https://lookcloser.ai/p/874659002544/full#finding-certification-laboratory-record-testing-claim-names-a-recognized-certifi"},{"id":"barcode-gtin-record-upc-independently-corroborated","source":"Barcode / GTIN record","class":"ok","noted":false,"severity":"ok","weight":43,"headline":"UPC independently corroborated","detail":"Open Food Facts resolves 874659002544 to \"Grass-Fed Collagen\" (Transparent Labs) — consistent with this listing.","proof":"Open Food Facts resolves 874659002544 to \"Grass-Fed Collagen\" (Transparent Labs) — consistent with this listing.","identity_basis":"gtin","status":"live","source_refs":["barcode_search","source_listing"],"source_url":"https://world.openfoodfacts.org/product/00874659002544","scope":"exact_product","inference_level":"direct_observation","observed_at":"2026-07-26","presentation_tone":"ok","evidence_id":"ev-9fc80625ac38","evidence_url":"https://lookcloser.ai/e/ev-9fc80625ac38","content_fingerprint":"sha256:4fa9882d73e6062b543173ce9a34444074d2e03eb18050eefc5dc7c1ee4d6db4","registry_receipts":[],"evidence":{"summary":"Open Food Facts resolves 874659002544 to \"Grass-Fed Collagen\" (Transparent Labs) — consistent with this listing.","source_refs":["barcode_search","source_listing"],"source_records":[{"source":"barcode_search","source_url":"https://world.openfoodfacts.org/product/00874659002544","observed_at":"2026-07-26","identity_basis":"gtin","scope":"exact_gtin"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","looked":"LookCloser checked Barcode / GTIN record.","found":"Open Food Facts resolves 874659002544 to \"Grass-Fed Collagen\" (Transparent Labs) — consistent with this listing."},"html_anchor":"finding-barcode-gtin-record-upc-independently-corroborated","report_url":"https://lookcloser.ai/p/874659002544/full#finding-barcode-gtin-record-upc-independently-corroborated"},{"id":"label-and-serving-arithmetic-listing-claim-matches-the-supplement-facts-","source":"Label and serving arithmetic","class":"gap","noted":false,"severity":"info","weight":22,"headline":"Listing claim matches the Supplement Facts panel","detail":"The listing claims 22 g; the photo-read Supplement Facts panel shows Grass-Fed Bovine Collagen Hydrolysate at 22.2 g per serving — the listing text and its photo-read panel agree; this is internal consistency, not independent testing.","proof":"The listing claims 22 g; the photo-read Supplement Facts panel shows Grass-Fed Bovine Collagen Hydrolysate at 22.2 g per serving — the listing text and its photo-read panel agree; this is internal consistency, not independent testing.","identity_basis":"listing","status":"live","source_refs":["facts_panel","source_listing"],"source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","scope":"exact_listing","inference_level":"gap","observed_at":"2026-07-26","presentation_tone":"gap","evidence_id":"ev-b724d73a0d64","evidence_url":"https://lookcloser.ai/e/ev-b724d73a0d64","content_fingerprint":"sha256:7bc157ae8f9d06b6a4ee47d4c4066d908854e64224b4d6e9059ba637e61a57d2","registry_receipts":[],"evidence":{"summary":"The listing claims 22 g; the photo-read Supplement Facts panel shows Grass-Fed Bovine Collagen Hydrolysate at 22.2 g per serving — the listing text and its photo-read panel agree; this is internal consistency, not independent testing.","source_refs":["facts_panel","source_listing"],"source_records":[{"source":"facts_panel","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","looked":"LookCloser checked Label and serving arithmetic.","found":"The listing claims 22 g; the photo-read Supplement Facts panel shows Grass-Fed Bovine Collagen Hydrolysate at 22.2 g per serving — the listing text and its photo-read panel agree; this is internal consistency, not independent testing."},"html_anchor":"finding-label-and-serving-arithmetic-listing-claim-matches-the-supplement-facts-","report_url":"https://lookcloser.ai/p/874659002544/full#finding-label-and-serving-arithmetic-listing-claim-matches-the-supplement-facts-"},{"id":"label-and-serving-arithmetic-photo-read-pack-math-is-internally-consiste","source":"Label and serving arithmetic","class":"gap","noted":false,"severity":"info","weight":22,"headline":"Photo-read pack math is internally consistent","detail":"30 servings × 22.2 g = 666 g, matching the printed net weight 666 g (NET WT. 666G (1.47 LBS)). This checks agreement within the photo read; it is not an independent contents test.","proof":"30 servings × 22.2 g = 666 g, matching the printed net weight 666 g (NET WT. 666G (1.47 LBS)). This checks agreement within the photo read; it is not an independent contents test.","identity_basis":"listing","status":"live","source_refs":["facts_panel","source_listing"],"source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","scope":"exact_listing","inference_level":"gap","observed_at":"2026-07-26","presentation_tone":"gap","evidence_id":"ev-006047fc0d20","evidence_url":"https://lookcloser.ai/e/ev-006047fc0d20","content_fingerprint":"sha256:01bbb93fe732df04f244c2ffcbd3e47569fbb9f1cb458670752e306418a6eccc","registry_receipts":[],"evidence":{"summary":"30 servings × 22.2 g = 666 g, matching the printed net weight 666 g (NET WT. 666G (1.47 LBS)). This checks agreement within the photo read; it is not an independent contents test.","source_refs":["facts_panel","source_listing"],"source_records":[{"source":"facts_panel","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","looked":"LookCloser checked Label and serving arithmetic.","found":"30 servings × 22.2 g = 666 g, matching the printed net weight 666 g (NET WT. 666G (1.47 LBS)). This checks agreement within the photo read; it is not an independent contents test."},"html_anchor":"finding-label-and-serving-arithmetic-photo-read-pack-math-is-internally-consiste","report_url":"https://lookcloser.ai/p/874659002544/full#finding-label-and-serving-arithmetic-photo-read-pack-math-is-internally-consiste"},{"id":"nih-published-research-reaching-a-studied-dose-costs-about-50-month","source":"NIH / published research","class":"gap","noted":false,"severity":"info","weight":22,"headline":"Reaching a studied dose costs about $50/month","detail":"At 1.0 serving(s) a day to reach the low end of the studied range (2500–15000 mg), this product runs roughly $50 per month. A price observation, not a recommendation.","proof":"At 1.0 serving(s) a day to reach the low end of the studied range (2500–15000 mg), this product runs roughly $50 per month. A price observation, not a recommendation.","identity_basis":"ingredient","status":"live","source_refs":["pubmed_collagen"],"source_url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","scope":"ingredient_context","inference_level":"gap","observed_at":"2026-07-26","presentation_tone":"gap","evidence_id":"ev-9b00226f303a","evidence_url":"https://lookcloser.ai/e/ev-9b00226f303a","content_fingerprint":"sha256:9375b8a5209dda5bd9da214eb8765cf89692f88746d363a5dfda1d74d6cd564b","registry_receipts":[],"evidence":{"summary":"At 1.0 serving(s) a day to reach the low end of the studied range (2500–15000 mg), this product runs roughly $50 per month. A price observation, not a recommendation.","source_refs":["pubmed_collagen"],"source_records":[{"source":"pubmed_collagen","source_url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","observed_at":"2026-07-26","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-07-26","looked":"LookCloser checked NIH / published research.","found":"At 1.0 serving(s) a day to reach the low end of the studied range (2500–15000 mg), this product runs roughly $50 per month. A price observation, not a recommendation."},"html_anchor":"finding-nih-published-research-reaching-a-studied-dose-costs-about-50-month","report_url":"https://lookcloser.ai/p/874659002544/full#finding-nih-published-research-reaching-a-studied-dose-costs-about-50-month"},{"id":"nih-published-research-research-context-is-available-for-the-listed-ingr","source":"NIH / published research","class":"gap","noted":false,"severity":"info","weight":22,"headline":"Research context is available for the listed ingredients","detail":"Published sources describe how collagen peptides have been studied. This is ingredient context only; the record does not establish that this product delivers the studied dose or outcome. Sources: PubMed search: collagen peptide supplementation trial, WebMD search: collagen.","proof":"Published sources describe how collagen peptides have been studied. This is ingredient context only; the record does not establish that this product delivers the studied dose or outcome. Sources: PubMed search: collagen peptide supplementation trial, WebMD search: collagen.","identity_basis":"ingredient","status":"live","source_refs":["pubmed_collagen"],"source_url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","scope":"ingredient_context","inference_level":"gap","observed_at":"2026-07-26","presentation_tone":"gap","evidence_id":"ev-bce6785483be","evidence_url":"https://lookcloser.ai/e/ev-bce6785483be","content_fingerprint":"sha256:56638e1db0dc2b345782ea96490292fc0331d06f6b533f15da6cabd0ea61ee51","registry_receipts":[],"evidence":{"summary":"Published sources describe how collagen peptides have been studied. This is ingredient context only; the record does not establish that this product delivers the studied dose or outcome. Sources: PubMed search: collagen peptide supplementation trial, WebMD search: collagen.","source_refs":["pubmed_collagen"],"source_records":[{"source":"pubmed_collagen","source_url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","observed_at":"2026-07-26","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-07-26","looked":"LookCloser checked NIH / published research.","found":"Published sources describe how collagen peptides have been studied. This is ingredient context only; the record does not establish that this product delivers the studied dose or outcome. Sources: PubMed search: collagen peptide supplementation trial, WebMD search: collagen."},"html_anchor":"finding-nih-published-research-research-context-is-available-for-the-listed-ingr","report_url":"https://lookcloser.ai/p/874659002544/full#finding-nih-published-research-research-context-is-available-for-the-listed-ingr"},{"id":"review_velocity_gradual","source":"keepa","class":"ok","weight":20,"headline":"The review count moved gradually, not in one burst","detail":"Written reviews rose from 2 to 19 between April 8 and July 14, 2026. The largest rise inside any single 30-day window was about 6, so the count moved in steps rather than in one burst.","proof":{"first":["2026-04-08",2],"last":["2026-07-14",19],"max_30d_review_gain":6},"identity_basis":"listing","status":"live","severity":"ok","source_refs":["source_listing"],"source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","scope":"exact_listing","inference_level":"direct_observation","observed_at":"2026-07-26","presentation_tone":"ok","evidence_id":"ev-aec74ebb111c","evidence_url":"https://lookcloser.ai/e/ev-aec74ebb111c","content_fingerprint":"sha256:67ad7b8d5810951400e16943d364727d0e6cdb473f6b4e81c1dc6942ef910bce","registry_receipts":[],"evidence":{"summary":{"first":["2026-04-08",2],"last":["2026-07-14",19],"max_30d_review_gain":6},"source_refs":["source_listing"],"source_records":[{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","looked":"LookCloser checked keepa.","found":"Written reviews rose from 2 to 19 between April 8 and July 14, 2026. The largest rise inside any single 30-day window was about 6, so the count moved in steps rather than in one burst."},"html_anchor":"finding-review_velocity_gradual","report_url":"https://lookcloser.ai/p/874659002544/full#finding-review_velocity_gradual"},{"id":"label-and-serving-arithmetic-public-label-filing-not-retained","source":"Label and serving arithmetic","class":"gap","noted":false,"severity":"info","weight":19,"headline":"Public label filing not retained","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.","proof":"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.","identity_basis":"listing","status":"live","source_refs":["facts_panel","source_listing"],"source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","scope":"exact_listing","inference_level":"gap","observed_at":"2026-07-26","presentation_tone":"gap","evidence_id":"ev-c79fe4348d3c","evidence_url":"https://lookcloser.ai/e/ev-c79fe4348d3c","content_fingerprint":"sha256:53676adc7ebba5f5948bf24adee7862e210a3d4f233273846e3704da182cf312","registry_receipts":[],"evidence":{"summary":"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":["facts_panel","source_listing"],"source_records":[{"source":"facts_panel","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","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."},"html_anchor":"finding-label-and-serving-arithmetic-public-label-filing-not-retained","report_url":"https://lookcloser.ai/p/874659002544/full#finding-label-and-serving-arithmetic-public-label-filing-not-retained"},{"id":"fda-public-records-recall-search-no-match-found-as-of-jul-26-2026","source":"FDA public records","class":"gap","noted":false,"severity":"info","weight":19,"headline":"Recall search: no match found (as of Jul 26, 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:%22Transparent+Labs%22+OR+product_description:%22Transparent+Labs%22)&limit=5","scope":"search_scope","inference_level":"gap","observed_at":"2026-07-26","presentation_tone":"caution","evidence_id":"ev-994e6d1b9007","evidence_url":"https://lookcloser.ai/e/ev-994e6d1b9007","content_fingerprint":"sha256:01c1386f9778012df9e8cf9d24204c0d78dcd6d8594f7cf726b6ef66ee390b88","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:%22Transparent+Labs%22+OR+product_description:%22Transparent+Labs%22)&limit=5","observed_at":"2026-07-26","identity_basis":"search_only","scope":"product_or_brand","registry_name":"FDA enforcement","identifier":"Transparent Labs","receipt_label":"FDA enforcement search · Transparent Labs"}],"observed_at":"2026-07-26","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-jul-26-2026","report_url":"https://lookcloser.ai/p/874659002544/full#finding-fda-public-records-recall-search-no-match-found-as-of-jul-26-2026"},{"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-B0FMQ4FYLY","scope":"exact_listing","inference_level":"gap","observed_at":"2026-07-26","presentation_tone":"gap","evidence_id":"ev-ed58ba7da86d","evidence_url":"https://lookcloser.ai/e/ev-ed58ba7da86d","content_fingerprint":"sha256:e9e21f685db13379ca68ff3772293cdcd0a5ac58df53b33e2808be494c1ad5fc","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-B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"exact_listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","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/874659002544/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 2026-03-25 to 19 on 2026-07-14 (net +19). 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 2026-03-25 to 19 on 2026-07-14 (net +19). 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-B0FMQ4FYLY","scope":"exact_listing","inference_level":"gap","observed_at":"2026-07-26","presentation_tone":"gap","evidence_id":"ev-3f6a5afe1d36","evidence_url":"https://lookcloser.ai/e/ev-3f6a5afe1d36","content_fingerprint":"sha256:3fa566a214ee1570b9f9a388487b5b8f77d8ad4bc5b9addc799813cd602cb0f7","registry_receipts":[],"evidence":{"summary":"Exact-listing history records written-review counts from 0 on 2026-03-25 to 19 on 2026-07-14 (net +19). Count movements can reflect sales, listing variants, collection resets, or moderation; this history does not establish whether reviews are authentic.","source_refs":["keepa_history","source_listing"],"source_records":[{"source":"keepa_history","source_url":"https://keepa.com/#!product/1-B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"exact_listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","looked":"LookCloser checked Keepa exact-listing history.","found":"Exact-listing history records written-review counts from 0 on 2026-03-25 to 19 on 2026-07-14 (net +19). 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/874659002544/full#finding-keepa-exact-listing-history-180-day-review-count-history-is-on-file"}],"evidence_records":[{"evidence_id":"ev-27fb82c625ba","record_id":"874659002544","gtin":"874659002544","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 22000 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 22000 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":"2026-07-26","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-07-26","content_fingerprint":"sha256:20986648a7bce3d79921d6d7924b5244d5355bdc8af5744586cd6edbc9534ecc","evidence_url":"https://lookcloser.ai/e/ev-27fb82c625ba"},{"evidence_id":"ev-5aaf52aec1b5","record_id":"874659002544","gtin":"874659002544","claim_key":"finding:uspto-trademark-registry-exact-trademark-owner-identified","primary_source":"uspto_search","claim":"Exact trademark owner identified","bucket":"checks_out","looked":"LookCloser checked USPTO trademark registry.","found":"USPTO lists Transparent Labs, LLC (LIMITED LIABILITY COMPANY; CORPORATION) in UTAH, USA; CANADA for the exact brand wordmark. This identifies the USPTO mark owner or applicant; it does not by itself prove who manufactures or sells this product.","proof":{"detail":"USPTO lists Transparent Labs, LLC (LIMITED LIABILITY COMPANY; CORPORATION) in UTAH, USA; CANADA for the exact brand wordmark. This identifies the USPTO mark owner or applicant; it does not by itself prove who manufactures or sells this product."},"source_refs":[{"source":"uspto_search","source_url":"https://tsdr.uspto.gov/#caseNumber=86927700&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch","observed_at":"2026-07-26","identity_basis":"exact_wordmark_and_supplement_goods","scope":"brand","registry_name":"USPTO","identifier":"Registration 5058987","receipt_label":"USPTO · Registration 5058987"}],"observed_at":"2026-07-26","content_fingerprint":"sha256:dd15104b2f86c38a2c0155c71681af61ae4eb7075e79c8531ce64baa337ce1dc","evidence_url":"https://lookcloser.ai/e/ev-5aaf52aec1b5"},{"evidence_id":"ev-6a61e7839a26","record_id":"874659002544","gtin":"874659002544","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 22,000.0 mg is 99% of the ≈22,200 mg serving (serving size on the label, keyed to UPC 874659002544) — within physical limits.","proof":{"detail":"Claimed collagen 22,000.0 mg is 99% of the ≈22,200 mg serving (serving size on the label, keyed to UPC 874659002544) — within physical limits."},"source_refs":[{"source":"facts_panel","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","content_fingerprint":"sha256:3e59d885e50b45a54b652d3f36c0ace60673af0ef861265104e054655b4dc94b","evidence_url":"https://lookcloser.ai/e/ev-6a61e7839a26"},{"evidence_id":"ev-9fc80625ac38","record_id":"874659002544","gtin":"874659002544","claim_key":"finding:barcode-gtin-record-upc-independently-corroborated","primary_source":"barcode_search","claim":"UPC independently corroborated","bucket":"checks_out","looked":"LookCloser checked Barcode / GTIN record.","found":"Open Food Facts resolves 874659002544 to \"Grass-Fed Collagen\" (Transparent Labs) — consistent with this listing.","proof":{"detail":"Open Food Facts resolves 874659002544 to \"Grass-Fed Collagen\" (Transparent Labs) — consistent with this listing."},"source_refs":[{"source":"barcode_search","source_url":"https://world.openfoodfacts.org/product/00874659002544","observed_at":"2026-07-26","identity_basis":"gtin","scope":"exact_gtin"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","content_fingerprint":"sha256:4fa9882d73e6062b543173ce9a34444074d2e03eb18050eefc5dc7c1ee4d6db4","evidence_url":"https://lookcloser.ai/e/ev-9fc80625ac38"},{"evidence_id":"ev-dc585f294f7c","record_id":"874659002544","gtin":"874659002544","claim_key":"finding:certification-laboratory-record-testing-claim-names-a-recognized-certifi","primary_source":"source_listing","claim":"Testing claim names a recognized certifier","bucket":"checks_out","looked":"LookCloser checked Certification / laboratory record.","found":"A named certifier/laboratory appears in the listing (registry cross-check pending).","proof":{"detail":"A named certifier/laboratory appears in the listing (registry cross-check pending)."},"source_refs":[{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","content_fingerprint":"sha256:a33ad6170a5ff29a5537e168853da1f64dbcef9cf93155432f1ed54f02eb6d17","evidence_url":"https://lookcloser.ai/e/ev-dc585f294f7c"},{"evidence_id":"ev-aec74ebb111c","record_id":"874659002544","gtin":"874659002544","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 2 to 19 between April 8 and July 14, 2026. The largest rise inside any single 30-day window was about 6, so the count moved in steps rather than in one burst.","proof":{"first":["2026-04-08",2],"last":["2026-07-14",19],"max_30d_review_gain":6},"source_refs":[{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","content_fingerprint":"sha256:67ad7b8d5810951400e16943d364727d0e6cdb473f6b4e81c1dc6942ef910bce","evidence_url":"https://lookcloser.ai/e/ev-aec74ebb111c"},{"evidence_id":"ev-994e6d1b9007","record_id":"874659002544","gtin":"874659002544","claim_key":"finding:fda-public-records-recall-search-no-match-found-as-of-jul-26-2026","primary_source":"openfda_search","claim":"Recall search: no match found (as of Jul 26, 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:%22Transparent+Labs%22+OR+product_description:%22Transparent+Labs%22)&limit=5","observed_at":"2026-07-26","identity_basis":"search_only","scope":"product_or_brand","registry_name":"FDA enforcement","identifier":"Transparent Labs","receipt_label":"FDA enforcement search · Transparent Labs"}],"observed_at":"2026-07-26","content_fingerprint":"sha256:01c1386f9778012df9e8cf9d24204c0d78dcd6d8594f7cf726b6ef66ee390b88","evidence_url":"https://lookcloser.ai/e/ev-994e6d1b9007"},{"evidence_id":"ev-b724d73a0d64","record_id":"874659002544","gtin":"874659002544","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 22 g; the photo-read Supplement Facts panel shows Grass-Fed Bovine Collagen Hydrolysate at 22.2 g per serving — the listing text and its photo-read panel agree; this is internal consistency, not independent testing.","proof":{"detail":"The listing claims 22 g; the photo-read Supplement Facts panel shows Grass-Fed Bovine Collagen Hydrolysate at 22.2 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/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","content_fingerprint":"sha256:7bc157ae8f9d06b6a4ee47d4c4066d908854e64224b4d6e9059ba637e61a57d2","evidence_url":"https://lookcloser.ai/e/ev-b724d73a0d64"},{"evidence_id":"ev-006047fc0d20","record_id":"874659002544","gtin":"874659002544","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":"30 servings × 22.2 g = 666 g, matching the printed net weight 666 g (NET WT. 666G (1.47 LBS)). 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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":[{"source":"keepa_history","source_url":"https://keepa.com/#!product/1-B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"exact_listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0FMQ4FYLY","observed_at":"2026-07-26","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-07-26","content_fingerprint":"sha256:e9e21f685db13379ca68ff3772293cdcd0a5ac58df53b33e2808be494c1ad5fc","evidence_url":"https://lookcloser.ai/e/ev-ed58ba7da86d"},{"evidence_id":"ev-bce6785483be","record_id":"874659002544","gtin":"874659002544","claim_key":"finding:nih-published-research-research-context-is-available-for-the-listed-ingr","primary_source":"pubmed_collagen","claim":"Research context is available for the listed ingredients","bucket":"unverified","looked":"LookCloser checked NIH / published research.","found":"Published sources describe how collagen peptides have been studied. 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