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No exact-listing count history was available, so no review-pattern claim is made."},"html_anchor":"finding-keepa-exact-listing-history-review-count-history-not-available","report_url":"https://lookcloser.ai/p/lc-c9cb848b/full#finding-keepa-exact-listing-history-review-count-history-not-available"},{"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 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":"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.","identity_basis":"listing","status":"live","source_refs":["facts_panel","source_listing"],"source_url":"https://www.amazon.com/dp/B0BWF98MTD","scope":"exact_listing","inference_level":"gap","observed_at":"2026-08-06","presentation_tone":"gap","evidence_id":"ev-f5c98e6e1d43","evidence_url":"https://lookcloser.ai/e/ev-f5c98e6e1d43","content_fingerprint":"sha256:67ef496ea64c4123bbeca6d8bf4cb95dbdda27bf16117bfd2b7a204dff3604c7","registry_receipts":[],"evidence":{"summary":"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":["facts_panel","source_listing"],"source_records":[{"source":"facts_panel","source_url":"https://www.amazon.com/dp/B0BWF98MTD","observed_at":"2026-08-06","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0BWF98MTD","observed_at":"2026-08-06","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-06","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."},"html_anchor":"finding-label-and-serving-arithmetic-listing-claim-matches-the-supplement-facts-","report_url":"https://lookcloser.ai/p/lc-c9cb848b/full#finding-label-and-serving-arithmetic-listing-claim-matches-the-supplement-facts-"},{"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. 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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":"gap","observed_at":"2026-08-06","presentation_tone":"gap","evidence_id":"ev-0a768cf8ee3d","evidence_url":"https://lookcloser.ai/e/ev-0a768cf8ee3d","content_fingerprint":"sha256:9708435f80e80aa742769ff27ba0416f3a728a965f0c73a88daf20b58a0969e8","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":"2026-08-06","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-08-06","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/lc-c9cb848b/full#finding-nih-published-research-research-context-is-available-for-the-listed-ingr"},{"id":"fda-public-records-fda-recall-appears-in-this-brand-s-history","source":"FDA public records","class":"gap","noted":true,"severity":"info","weight":19,"headline":"FDA recall appears in this brand's history","detail":"This recall is not about the product on this page. Vital Proteins recalled a different product on April 21, 2023. FDA has since closed that case. The recalled item was “Vital Proteins Collagen Peptides, retail 24oz plastic canister, UPC 8 57273 00866 6; 6 retail units per wholesale case”. FDA recorded the reason as “potential foreign material contamination (pieces of one blue broken lid may be in one or more canisters)”. Verify at <a href=\"https://www.accessdata.fda.gov/scripts/ires/index.cfm\" rel=\"noopener\">FDA’s recall database</a>.","proof":"This recall is not about the product on this page. Vital Proteins recalled a different product on April 21, 2023. FDA has since closed that case. The recalled item was “Vital Proteins Collagen Peptides, retail 24oz plastic canister, UPC 8 57273 00866 6; 6 retail units per wholesale case”. FDA recorded the reason as “potential foreign material contamination (pieces of one blue broken lid may be in one or more canisters)”. Verify at <a href=\"https://www.accessdata.fda.gov/scripts/ires/index.cfm\" rel=\"noopener\">FDA’s recall database</a>.","identity_basis":"none","status":"live","source_refs":["openfda_search"],"source_url":"https://api.fda.gov/food/enforcement.json?search=(recalling_firm:%22Vital+Proteins%22+OR+product_description:%22Vital+Proteins%22)&limit=5","scope":"search_scope","inference_level":"gap","observed_at":"2026-08-06","presentation_tone":"caution","evidence_id":"ev-bdc176cc731d","evidence_url":"https://lookcloser.ai/e/ev-bdc176cc731d","content_fingerprint":"sha256:b661ef69d7b3e20436b2f4b9dcb56429e23c14fc4c181295ccc61cb4619562b6","registry_receipts":[{"source":"openfda_search","url":"https://api.fda.gov/food/enforcement.json?search=(recalling_firm:%22Vital+Proteins%22+OR+product_description:%22Vital+Proteins%22)&limit=5","label":"FDA enforcement search · Vital Proteins","registry_name":"FDA enforcement","standard":null,"identifier":"Vital Proteins"}],"evidence":{"summary":"This recall is not about the product on this page. Vital Proteins recalled a different product on April 21, 2023. FDA has since closed that case. The recalled item was “Vital Proteins Collagen Peptides, retail 24oz plastic canister, UPC 8 57273 00866 6; 6 retail units per wholesale case”. FDA recorded the reason as “potential foreign material contamination (pieces of one blue broken lid may be in one or more canisters)”. Verify at <a href=\"https://www.accessdata.fda.gov/scripts/ires/index.cfm\" rel=\"noopener\">FDA’s recall database</a>.","source_refs":["openfda_search"],"source_records":[{"source":"openfda_search","source_url":"https://api.fda.gov/food/enforcement.json?search=(recalling_firm:%22Vital+Proteins%22+OR+product_description:%22Vital+Proteins%22)&limit=5","observed_at":"2026-08-06","identity_basis":"recalling_firm","scope":"product_or_brand","registry_name":"FDA enforcement","identifier":"Vital Proteins","receipt_label":"FDA enforcement search · Vital Proteins"}],"observed_at":"2026-08-06","looked":"LookCloser checked FDA public records.","found":"This recall is not about the product on this page. Vital Proteins recalled a different product on April 21, 2023. FDA has since closed that case. The recalled item was “Vital Proteins Collagen Peptides, retail 24oz plastic canister, UPC 8 57273 00866 6; 6 retail units per wholesale case”. FDA recorded the reason as “potential foreign material contamination (pieces of one blue broken lid may be in one or more canisters)”. Verify at <a href=\"https://www.accessdata.fda.gov/scripts/ires/index.cfm\" rel=\"noopener\">FDA’s recall database</a>."},"html_anchor":"finding-fda-public-records-fda-recall-appears-in-this-brand-s-history","report_url":"https://lookcloser.ai/p/lc-c9cb848b/full#finding-fda-public-records-fda-recall-appears-in-this-brand-s-history"}],"evidence_records":[{"evidence_id":"ev-29aedffaf81a","record_id":"lc-c9cb848b","gtin":null,"claim_key":"finding:nih-published-research-dose-claim-implausibly-high-for-a-capsule","primary_source":"pubmed_collagen","claim":"Dose claim implausibly high for a capsule","bucket":"claimed_no_support","looked":"LookCloser checked NIH / published research.","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)) — above what gummy matrices realistically carry.","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)) — above what gummy matrices realistically carry."},"source_refs":[{"source":"pubmed_collagen","source_url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","observed_at":"2026-08-06","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-08-06","content_fingerprint":"sha256:a6c69f30f68e29acaffb49143718f73601f1b40f768ab3d040f8e113f32afdfd","evidence_url":"https://lookcloser.ai/e/ev-29aedffaf81a"},{"evidence_id":"ev-bf5f16220356","record_id":"lc-c9cb848b","gtin":null,"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":"2026-08-06","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-08-06","content_fingerprint":"sha256:3d8992c99103bec60294b606f52fc52aad2904cc1e5f07977e9230d68d87db19","evidence_url":"https://lookcloser.ai/e/ev-bf5f16220356"},{"evidence_id":"ev-72d880368cdb","record_id":"lc-c9cb848b","gtin":null,"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 Vital Proteins LLC (LIMITED LIABILITY COMPANY; SOCIÉTÉ ANONYME (SA)) in DELAWARE, USA; SWITZERLAND 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 Vital Proteins LLC (LIMITED LIABILITY COMPANY; SOCIÉTÉ ANONYME (SA)) in DELAWARE, USA; SWITZERLAND 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=87861332&caseSearchType=US_APPLICATION&caseType=DEFAULT&searchType=statusSearch","observed_at":"2026-08-06","identity_basis":"exact_wordmark_and_supplement_goods","scope":"brand","registry_name":"USPTO","identifier":"Registration 5801541","receipt_label":"USPTO · Registration 5801541"}],"observed_at":"2026-08-06","content_fingerprint":"sha256:a8e40903e2d1aa9ac278dcff7cafcb4cc6b52769e79351d5f182349c8edcaac3","evidence_url":"https://lookcloser.ai/e/ev-72d880368cdb"},{"evidence_id":"ev-123f4ade9580","record_id":"lc-c9cb848b","gtin":null,"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":"2026-08-06","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-08-06","content_fingerprint":"sha256:e40f2a4eb8c55aaacf6fabe5cea7cd0790921f50a4cd3b0f48828eb221c1643f","evidence_url":"https://lookcloser.ai/e/ev-123f4ade9580"},{"evidence_id":"ev-bdc176cc731d","record_id":"lc-c9cb848b","gtin":null,"claim_key":"finding:fda-public-records-fda-recall-appears-in-this-brand-s-history","primary_source":"openfda_search","claim":"FDA recall appears in this brand's history","bucket":"unverified","looked":"LookCloser checked FDA public records.","found":"This recall is not about the product on this page. Vital Proteins recalled a different product on April 21, 2023. FDA has since closed that case. The recalled item was “Vital Proteins Collagen Peptides, retail 24oz plastic canister, UPC 8 57273 00866 6; 6 retail units per wholesale case”. FDA recorded the reason as “potential foreign material contamination (pieces of one blue broken lid may be in one or more canisters)”. Verify at <a href=\"https://www.accessdata.fda.gov/scripts/ires/index.cfm\" rel=\"noopener\">FDA’s recall database</a>.","proof":{"detail":"This recall is not about the product on this page. Vital Proteins recalled a different product on April 21, 2023. FDA has since closed that case. The recalled item was “Vital Proteins Collagen Peptides, retail 24oz plastic canister, UPC 8 57273 00866 6; 6 retail units per wholesale case”. FDA recorded the reason as “potential foreign material contamination (pieces of one blue broken lid may be in one or more canisters)”. Verify at <a href=\"https://www.accessdata.fda.gov/scripts/ires/index.cfm\" rel=\"noopener\">FDA’s recall database</a>."},"source_refs":[{"source":"openfda_search","source_url":"https://api.fda.gov/food/enforcement.json?search=(recalling_firm:%22Vital+Proteins%22+OR+product_description:%22Vital+Proteins%22)&limit=5","observed_at":"2026-08-06","identity_basis":"recalling_firm","scope":"product_or_brand","registry_name":"FDA enforcement","identifier":"Vital Proteins","receipt_label":"FDA enforcement search · Vital Proteins"}],"observed_at":"2026-08-06","content_fingerprint":"sha256:b661ef69d7b3e20436b2f4b9dcb56429e23c14fc4c181295ccc61cb4619562b6","evidence_url":"https://lookcloser.ai/e/ev-bdc176cc731d"},{"evidence_id":"ev-f5c98e6e1d43","record_id":"lc-c9cb848b","gtin":null,"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/B0BWF98MTD","observed_at":"2026-08-06","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0BWF98MTD","observed_at":"2026-08-06","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-06","content_fingerprint":"sha256:67ef496ea64c4123bbeca6d8bf4cb95dbdda27bf16117bfd2b7a204dff3604c7","evidence_url":"https://lookcloser.ai/e/ev-f5c98e6e1d43"},{"evidence_id":"ev-77b57c4879d0","record_id":"lc-c9cb848b","gtin":null,"claim_key":"finding:keepa-exact-listing-history-review-count-history-not-available","primary_source":"keepa_history","claim":"Review-count history: not available","bucket":"unverified","looked":"LookCloser checked Keepa exact-listing history.","found":"Marketplace rating not shown★ — rating count unavailable. No exact-listing count history was available, so no review-pattern claim is made.","proof":{"detail":"Marketplace rating not shown★ — rating count unavailable. No exact-listing count history was available, so no review-pattern claim is made."},"source_refs":[{"source":"keepa_history","source_url":"https://keepa.com/#!product/1-B0BWF98MTD","observed_at":"2026-08-06","identity_basis":"exact_listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0BWF98MTD","observed_at":"2026-08-06","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-06","content_fingerprint":"sha256:2d227936127e5260197c843edec20ac90d531732690470ddbc8969198836c495","evidence_url":"https://lookcloser.ai/e/ev-77b57c4879d0"},{"evidence_id":"ev-0a768cf8ee3d","record_id":"lc-c9cb848b","gtin":null,"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. 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":{"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."},"source_refs":[{"source":"pubmed_collagen","source_url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","observed_at":"2026-08-06","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-08-06","content_fingerprint":"sha256:9708435f80e80aa742769ff27ba0416f3a728a965f0c73a88daf20b58a0969e8","evidence_url":"https://lookcloser.ai/e/ev-0a768cf8ee3d"},{"evidence_id":"ev-2215895cb06d","record_id":"lc-c9cb848b","gtin":null,"claim_key":"claim:efficacy","primary_source":"source_listing","claim":"“HAIR, SKIN, AND NAIL HEALTH: Our collagen supplements for women support the vitality and shine of your hair, skin, and nails, promoting a youthful…”","bucket":"partly","looked":"whether the ingredient doses on the label match the doses used in published research","found":"Ingredient evidence exists; on dose: label claims 20000 mg/serving — above the range commonly used in research (trials use 2.5–15 g/day of hydrolyzed peptides).","proof":{"kind":"efficacy","status":"partly","snippet":"…FOR HAIR, SKIN, AND NAIL HEALTH: Our collagen supplements for women support the vitality and shine of your hair, skin, and nails, promoting a youthful appearance effortl"},"source_refs":[{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0BWF98MTD","observed_at":"2026-08-06","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"pubmed_collagen","source_url":"https://pubmed.ncbi.nlm.nih.gov/?term=collagen+peptide+supplementation+randomized","observed_at":"2026-08-06","identity_basis":"named_ingredient","scope":"ingredient"}],"observed_at":"2026-08-06","content_fingerprint":"sha256:05436893681cae2682b3749c968456c7c7e9c4410e5e476ad1eeb8b9cd1533c5","evidence_url":"https://lookcloser.ai/e/ev-2215895cb06d"},{"evidence_id":"ev-442a583f9e64","record_id":"lc-c9cb848b","gtin":null,"claim_key":"dose:collagen","primary_source":"facts_panel","claim":"“Collagen 20,000 mg per serving”","bucket":"checks_out","looked":"the listing dose against the exact same named panel subject","found":"The label promises 20,000 mg per serving. The panel says 20,000 mg. They match.","proof":{"subject":"collagen","listing_amount_mg":20000,"panel_amount_mg":20000,"panel_source":"listing_image","tolerance_mg":400},"source_refs":[{"source":"facts_panel","source_url":"https://www.amazon.com/dp/B0BWF98MTD","observed_at":"2026-08-06","identity_basis":"listing_identifier","scope":"exact_listing"},{"source":"source_listing","source_url":"https://www.amazon.com/dp/B0BWF98MTD","observed_at":"2026-08-06","identity_basis":"listing_identifier","scope":"exact_listing"}],"observed_at":"2026-08-06","content_fingerprint":"sha256:9bed9beaf749b091f186d74a82ccc846525b1ed8e4ff12f10a5c2bc478923ff3","evidence_url":"https://lookcloser.ai/e/ev-442a583f9e64"}],"label_math":{"verdict":"IMPLAUSIBLE","claimed_subject":"collagen","claimed_mg":20000,"serving_mass_mg":20000,"percent_of_serving":100,"serving_mass_source":"serving size printed on the packaging (photo-read from listing images)","ambiguity":null,"declared_actives_total_mg":20000,"headline_claim_mg":20000,"headline_subject":"collagen","subject_actual_mg":20000},"listing_claims":{"dose_claims":[{"subject":"collagen","amount_mg":20000,"basis":"per_serving"}],"testing":{"claimed":false,"named_lab_or_certifier":false},"container":{"units":120,"servings":null,"pack_count":1,"units_conflict":false},"marketing_text":["20g Collagen per Serving","Skin, Hair, Nail + Joint Support","Grass Fed + Pasture Raised","Unflavored","3g Type II Collagen","Bone & Joint Support","20g Collagen Peptides","Supports Skin, Hair, Nail & Joint Health**","20g Collagen per s","Skin, Hair, Nail"],"certification_text":["WHOLE30 approved","Dairy Free","Gluten Free"],"claim_checks":[{"kind":"efficacy","label":"Benefit claim","snippet":"…FOR HAIR, SKIN, AND NAIL HEALTH: Our collagen supplements for women support the vitality and shine of your hair, skin, and nails, promoting a youthful appearance effortl","looked":"whether the ingredient doses on the label match the doses used in published research","found":"Ingredient evidence exists; on dose: label claims 20000 mg/serving — above the range commonly used in research (trials use 2.5–15 g/day of hydrolyzed peptides).","status":"partly"}],"identity_basis":"source_listing_and_identity_bound_label"},"facts_panel_status":"captured","label_photo_read":{"src":"vision:claude-cli:subscription","reader_version":"2026-07-27.1","images_read":7,"raw_reads":[{"img":0,"model":"claude-cli:subscription","text":"```json\n{\"brand\": \"VITAL PROTEINS\", \"product_name\": null, \"barcode\": null, \"panel\": false, \"serving_size_text\": null, \"serving_size_g\": null, \"servings_per_container\": null, \"net_weight_text\": null, \"net_weight_g\": null, \"unit_count_text\": null, \"responsible_parties\": [], \"websites\": [], \"actives\": [], \"label_claims\": [\"20g Collagen per Serving\", \"Skin, Hair, Nail + Joint Support\", \"Grass Fed + Pasture Raised\", \"Unflavored\", \"3g Type II Collagen\", \"Bone & Joint Support\"], \"certifications\": []}\n```\n"},{"img":1,"model":"claude-cli:subscription","text":"{\"brand\": null, \"product_name\": null, \"barcode\": null, \"panel\": true, \"serving_size_text\": \"Serving Size 2 Scoops (20 g)\", \"serving_size_g\": 20, \"servings_per_container\": 13, \"net_weight_text\": null, \"net_weight_g\": null, \"unit_count_text\": null, \"responsible_parties\": [], \"websites\": [], \"actives\": [{\"name\": \"Calories\", \"amount\": \"70\", \"unit\": \"\"}, {\"name\": \"Protein\", \"amount\": \"18\", \"unit\": \"g\"}, {\"name\": \"Sodium\", \"amount\": \"110\", \"unit\": \"mg\"}, {\"name\": \"Collagen peptides (from bovine)\", \"amount\": \"20\", \"unit\": \"g\"}], \"label_claims\": [], \"certifications\": []}\n"},{"img":2,"model":"claude-cli:subscription","text":"{\"brand\": \"VITAL PROTE\", \"product_name\": \"COLLAGEN PEPTIDES\", \"barcode\": null, \"panel\": false, \"serving_size_text\": null, \"serving_size_g\": null, \"servings_per_container\": null, \"net_weight_text\": \"NET WT 9.33 O\", \"net_weight_g\": null, \"unit_count_text\": null, \"responsible_parties\": [], \"websites\": [], \"actives\": [], \"label_claims\": [\"20g Collagen Peptides\", \"Supports Skin, Hair, Nail & Joint Health**\", \"20g Collagen per s\", \"Skin, Hair, Nail\", \"Grass Fed + P\", \"Unflavored\"], \"certifications\": []}\n\nNote: this is an A+ comparison graphic, not a facts panel — the jar's brand line and net-weight statement are cut off at the image edge, so both are transcribed truncated and `net_weight_g` is left null rather than inferring ounces.\n"},{"img":3,"model":"claude-cli:subscription","text":"```json\n{\"brand\": \"VITAL PROTEINS\", \"product_name\": \"CARTILAGE COLLAGEN\", \"barcode\": null, \"panel\": false, \"serving_size_text\": null, \"serving_size_g\": null, \"servings_per_container\": null, \"net_weight_text\": null, \"net_weight_g\": null, \"unit_count_text\": \"120 Capsules\", \"responsible_parties\": [], \"websites\": [], \"actives\": [], \"label_claims\": [\"3G Type II Collagen\", \"Bone & Joint Support\", \"Grass Fed + Pasture Raised\", \"Dietary Supplement\", \"Capsules\", \"Advice: Use this product as a food supplement only. Do not use for weight reduction.\"], \"certifications\": []}\n```\n"},{"img":4,"model":"claude-cli:subscription","text":"```json\n{\"brand\": \"Vital Proteins\", \"product_name\": null, \"barcode\": null, \"panel\": true, \"serving_size_text\": \"Serving Size 4 Capsules\", \"serving_size_g\": null, \"servings_per_container\": 30, \"net_weight_text\": null, \"net_weight_g\": null, \"unit_count_text\": null, \"responsible_parties\": [{\"role\": \"manufactured_by\", \"name\": \"Vital Proteins LLC\", \"address\": \"9400 Wolf Road Ste. 200 Franklin Park, IL 60131\", \"verbatim\": \"Manufactured by: Vital Proteins LLC 9400 Wolf Road Ste. 200 Franklin Park, IL 60131\"}], \"websites\": [], \"actives\": [{\"name\": \"Calories\", \"amount\": \"10\", \"unit\": \"\"}, {\"name\": \"Protein\", \"amount\": \"2\", \"unit\": \"g\"}, {\"name\": \"Type II collagen (from bovine tracheal cartilage)\", \"amount\": \"3\", \"unit\": \"g\"}, {\"name\": \"Total glycosaminoglycans (chondroitin sulfate & 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