{"schema":"lookcloser/record@0.2","compatible_with":["lookcloser/record@0.1"],"record_id":"733739111722","processing":{"collection_process_version":"2026-07-22.1","last_collected_at":"2026-07-22T19:19:53-0700","last_collection_event":"intake","label_reader_version":"2026-07-22.1","report_schema":"lookcloser/record@0.2","rendered_at":"2026-07-23T13:13:22-0700"},"analysis_status":"complete","processing_gaps":[],"gtin":"733739111722","listing_identifier":"B0CV4QL5DG","brand":"NOW Foods","title":"Now Choline & Inositol, 180 Vegetarian Capsules","listing_title":"Now Choline & Inositol, 180 Vegetarian Capsules","identity":{"canonical_gtin":"733739111722","source_listing_gtin":"733739111722","listing_identifier":"B0CV4QL5DG","product_image":"https://m.media-amazon.com/images/I/71okIZ-7mWL.jpg","product_image_status":"retained","product_image_provenance":{"status":"retained","source":"source_listing","identity_basis":"exact_listing_identifier","source_url":null,"primary_url":"https://m.media-amazon.com/images/I/71okIZ-7mWL.jpg","image_count":7,"last_attempted":"2026-07-23T12:28:10-0700","attempts":1},"observed_at":"2026-07-22","source_confirmations":["source_listing_gtin"],"identity_rule":"exact identifiers only; related products are never substituted"},"trademark_owner":null,"trademark_owner_candidates":[],"trademark_owner_status":"not_found","product_manufacturer_link":"not_established","consumer_view":{"template":"claim_question","kicker":"The useful read","headline":"FDA recall appears in this brand's history","deck":"An exact-product recall is a direct signal. A different product from the same firm is company context, not a strike against this item.","finding_ids":["fda-public-records-fda-recall-appears-in-this-brand-s-history","nih-published-research-each-ingredient-s-amount-is-disclosed"],"point_finding_ids":["fda-public-records-fda-recall-appears-in-this-brand-s-history","nih-published-research-each-ingredient-s-amount-is-disclosed"],"cards":[{"finding_id":"fda-public-records-fda-recall-appears-in-this-brand-s-history","card_type":"fda_recall","question":"safety","tone":"warn","weight":96,"headline":"FDA recall appears in this brand's history","evidence":"Brand-level context only, not a finding about this product. Now Foods recalled a different or not-exactly-bound product on 2025-05-08: “regular yeast was inadvertently packaged as nutritional yeast” (status: Terminated). The recalled product was: “NOW Nutritional Yeast Powder, Nt…","so_what":"An exact-product recall is a direct signal. A different product from the same firm is company context, not a strike against this item.","source":"FDA public records"},{"finding_id":"nih-published-research-each-ingredient-s-amount-is-disclosed","card_type":"amounts_disclosed","question":"label","tone":"ok","weight":50,"headline":"Every declared ingredient has an amount · 2 quantified rows.","evidence":"The panel gives a per-ingredient amount rather than hiding quantities inside a proprietary blend, so each one can be compared to published research.","so_what":"You can compare each declared dose with research instead of guessing what is hidden inside a blend.","source":"NIH / published research"}],"open_items":["Not yet in NIH's public label registry.","Barcode checksum is valid; no independent product record was found."]},"tldr":{"assessment":"checks_confirmed","headline":"FDA recall appears in this brand's history","summary":"Brand-level context only, not a finding about this product. Now Foods recalled a different or not-exactly-bound product on 2025-05-08: “regular yeast was inadvertently packaged as nutritional yeast” (status: Terminated). The recalled product was: “NOW Nutritional Yeast Powder, Nt. Wt. 10oz.  UPC 7 33739 02460 2” — not necessarily the product on this page. Verify at <a href=\"https://www.accessdata.fda.gov/scripts/ires/index.cfm\" rel=\"noopener\">FDA’s recall database</a>.","lead_finding_id":"fda-public-records-fda-recall-appears-in-this-brand-s-history","key_findings":[{"id":"nih-published-research-each-ingredient-s-amount-is-disclosed","class":"ok","headline":"Each ingredient’s amount is disclosed","source":"NIH / published research","scope":"ingredient_context"}],"documented_concern_count":0,"confirmed_check_count":1,"open_question_count":1,"usage_note":"Decision support, not medical advice or a product recommendation. Missing evidence is a gap, not a strike."},"origin_context":null,"verdict":{"state":"checks_confirmed","headline":"FDA recall appears in this brand's history","detail":"Brand-level context only, not a finding about this product. Now Foods recalled a different or not-exactly-bound product on 2025-05-08: “regular yeast was inadvertently packaged as nutritional yeast” (status: Terminated). The recalled product was: “NOW Nutritional Yeast Powder, Nt. Wt. 10oz.  UPC 7 33739 02460 2” — not necessarily the product on this page. Verify at <a href=\"https://www.accessdata.fda.gov/scripts/ires/index.cfm\" rel=\"noopener\">FDA’s recall database</a>.","lead_finding_id":"fda-public-records-fda-recall-appears-in-this-brand-s-history","meaning":"Finding-first decision support. Confirmed checks are not endorsements; cautions identify documented facts or bounded comparisons, not medical advice."},"public_verifiability":{"state":"insufficient_public_data","headline":"This product can't be verified from public data","detail":"Neither good nor bad — the checks below show what this listing publishes and what it withholds. Verifiable products publish more.","meaning":"Evidence availability only. Missing public data is a gap, never a strike."},"consistency_score":null,"findings":[{"id":"nih-published-research-each-ingredient-s-amount-is-disclosed","source":"NIH / published research","class":"ok","severity":"ok","weight":38,"headline":"Each ingredient’s amount is disclosed","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.","proof":"The panel gives a per-ingredient amount rather than hiding quantities inside a proprietary blend, so each one can be compared to published research.","identity_basis":"ingredient","status":"live","source_refs":["nih_ods_choline","pubmed_choline"],"source_url":"https://ods.od.nih.gov/factsheets/Choline-HealthProfessional/","scope":"ingredient_context","inference_level":"direct_observation","observed_at":"2026-07-22","presentation_tone":"ok","evidence":{"summary":"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":["nih_ods_choline","pubmed_choline"],"observed_at":"2026-07-22"},"html_anchor":"finding-nih-published-research-each-ingredient-s-amount-is-disclosed","report_url":"https://lookcloser.ai/p/733739111722#finding-nih-published-research-each-ingredient-s-amount-is-disclosed"},{"id":"label-and-serving-arithmetic-label-math-could-not-be-verified","source":"Label and serving arithmetic","class":"gap","severity":"pend","weight":26,"headline":"Label math could not be verified","detail":"The retained listing evidence does not establish net weight, per-serving dose, servings per container, so the dose claim cannot yet be checked against serving arithmetic. This is a neutral evidence gap, not a pass or strike.","proof":"The retained listing evidence does not establish net weight, per-serving dose, servings per container, so the dose claim cannot yet be checked against serving arithmetic. This is a neutral evidence gap, not a pass or strike.","identity_basis":"listing","status":"live","source_refs":["facts_panel","source_listing"],"source_url":"https://www.amazon.com/dp/B0CV4QL5DG","scope":"exact_listing","inference_level":"gap","observed_at":"2026-07-22","presentation_tone":"gap","evidence":{"summary":"The retained listing evidence does not establish net weight, per-serving dose, servings per container, so the dose claim cannot yet be checked against serving arithmetic. This is a neutral evidence gap, not a pass or strike.","source_refs":["facts_panel","source_listing"],"observed_at":"2026-07-22"},"html_anchor":"finding-label-and-serving-arithmetic-label-math-could-not-be-verified","report_url":"https://lookcloser.ai/p/733739111722#finding-label-and-serving-arithmetic-label-math-could-not-be-verified"},{"id":"fda-public-records-fda-recall-appears-in-this-brand-s-history","source":"FDA public records","class":"gap","severity":"info","weight":19,"headline":"FDA recall appears in this brand's history","detail":"Brand-level context only, not a finding about this product. Now Foods recalled a different or not-exactly-bound product on 2025-05-08: “regular yeast was inadvertently packaged as nutritional yeast” (status: Terminated). The recalled product was: “NOW Nutritional Yeast Powder, Nt. Wt. 10oz.  UPC 7 33739 02460 2” — not necessarily the product on this page. Verify at <a href=\"https://www.accessdata.fda.gov/scripts/ires/index.cfm\" rel=\"noopener\">FDA’s recall database</a>.","proof":"Brand-level context only, not a finding about this product. Now Foods recalled a different or not-exactly-bound product on 2025-05-08: “regular yeast was inadvertently packaged as nutritional yeast” (status: Terminated). The recalled product was: “NOW Nutritional Yeast Powder, Nt. Wt. 10oz.  UPC 7 33739 02460 2” — not necessarily the product on this page. 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","scope":"search_scope","inference_level":"gap","observed_at":"2026-07-22","presentation_tone":"caution","evidence":{"summary":"Brand-level context only, not a finding about this product. Now Foods recalled a different or not-exactly-bound product on 2025-05-08: “regular yeast was inadvertently packaged as nutritional yeast” (status: Terminated). The recalled product was: “NOW Nutritional Yeast Powder, Nt. Wt. 10oz.  UPC 7 33739 02460 2” — not necessarily the product on this page. Verify at <a href=\"https://www.accessdata.fda.gov/scripts/ires/index.cfm\" rel=\"noopener\">FDA’s recall database</a>.","source_refs":["openfda_search"],"observed_at":"2026-07-22"},"html_anchor":"finding-fda-public-records-fda-recall-appears-in-this-brand-s-history","report_url":"https://lookcloser.ai/p/733739111722#finding-fda-public-records-fda-recall-appears-in-this-brand-s-history"},{"id":"nih-label-catalog-not-found-in-nih-s-dsld-label-registry","source":"NIH label catalog","class":"gap","severity":"info","weight":19,"headline":"Not found in NIH's DSLD label registry","detail":"The NIH Dietary Supplement Label Database has no matching label yet. Ingestion lags the market — recorded as a gap, not a strike.","proof":"The NIH Dietary Supplement Label Database has no matching label yet. Ingestion lags the market — recorded as a gap, not a strike.","identity_basis":"ingredient","status":"live","source_refs":["nih_dsld_search"],"source_url":"https://dsld.od.nih.gov/","scope":"ingredient_context","inference_level":"gap","observed_at":"2026-07-22","presentation_tone":"gap","evidence":{"summary":"The NIH Dietary Supplement Label Database has no matching label yet. Ingestion lags the market — recorded as a gap, not a strike.","source_refs":["nih_dsld_search"],"observed_at":"2026-07-22"},"html_anchor":"finding-nih-label-catalog-not-found-in-nih-s-dsld-label-registry","report_url":"https://lookcloser.ai/p/733739111722#finding-nih-label-catalog-not-found-in-nih-s-dsld-label-registry"},{"id":"keepa-exact-listing-history-this-item-belongs-to-a-catalog-variation-fam","source":"Keepa exact-listing history","class":"gap","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/#!api","scope":"exact_listing","inference_level":"gap","observed_at":"2026-07-22","presentation_tone":"gap","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"],"observed_at":"2026-07-22"},"html_anchor":"finding-keepa-exact-listing-history-this-item-belongs-to-a-catalog-variation-fam","report_url":"https://lookcloser.ai/p/733739111722#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","severity":"info","weight":16,"headline":"180-day review-count history is on file","detail":"Exact-listing history records written-review counts from 21 on 2026-02-05 to 26 on 2026-06-09 (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 21 on 2026-02-05 to 26 on 2026-06-09 (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/#!api","scope":"exact_listing","inference_level":"gap","observed_at":"2026-07-22","presentation_tone":"gap","evidence":{"summary":"Exact-listing history records written-review counts from 21 on 2026-02-05 to 26 on 2026-06-09 (net +5). 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"],"observed_at":"2026-07-22"},"html_anchor":"finding-keepa-exact-listing-history-180-day-review-count-history-is-on-file","report_url":"https://lookcloser.ai/p/733739111722#finding-keepa-exact-listing-history-180-day-review-count-history-is-on-file"},{"id":"barcode-gtin-record-upc-valid-no-independent-record","source":"Barcode / GTIN record","class":"gap","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/733739111722","scope":"exact_product","inference_level":"gap","observed_at":"2026-07-22","presentation_tone":"gap","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"],"observed_at":"2026-07-22"},"html_anchor":"finding-barcode-gtin-record-upc-valid-no-independent-record","report_url":"https://lookcloser.ai/p/733739111722#finding-barcode-gtin-record-upc-valid-no-independent-record"}],"label_math":{"verdict":"UNKNOWN","claimed_subject":null,"claimed_mg":null,"serving_mass_mg":null,"percent_of_serving":null,"serving_mass_source":null,"ambiguity":null,"declared_actives_total_mg":500,"headline_claim_mg":250,"headline_subject":"inositol","subject_actual_mg":250},"listing_claims":{"dose_claims":[{"subject":"inositol","amount_mg":250,"basis":"unspecified"}],"testing":{"claimed":false,"named_lab_or_certifier":false},"container":{"units":180,"servings":null,"pack_count":1,"units_conflict":false},"marketing_text":["Nervous System Health*","Supports Healthy Nerve Transmission*","PREMIUM HEALTH SUPPLEMENT","1:1 RATIO OF CHOLINE & INOSITOL","MADE & TESTED IN THE USA","VEGAN FRIENDLY","Family owned since 1968.","† Daily Value not established.","Vitamins","Vegetarian/Vegan"],"certification_text":["Non-GMO","Vegetarian/Vegan","K","GMP","QUALIT\nGMP\nASSURED","QUALITY GMP ASSURED","LEED Silver","VEGAN"],"claim_checks":[{"kind":"manufacturing","label":"Manufacturing claim","snippet":"…ree nut or sesame ingredients. Produced in a GMP facility that processes other ingredients co…","looked":"the facility registration or certificate behind the claim","found":"Facility-level claims can be accurate and still say nothing about this product’s contents. No registration document was located.","status":"unverified"},{"kind":"efficacy","label":"Benefit claim","snippet":"…ining these allergens Nervous System Health* Supports Healthy Nerve Transmission* PREMIUM HEALTH S…","looked":"whether the ingredient doses on the label match the doses used in published research","found":"Ingredient-level evidence for this formula isn’t in our knowledge base yet. Recorded as not assessed — not as a negative.","status":"not-assessed"}],"identity_basis":"source_listing_and_identity_bound_label"},"facts_panel_status":"captured","label_photo_read":{"src":"vision:google/gemini-flash-1.5","reader_version":"2026-07-22.1","images_read":7,"facts_panel_image":1,"brand":"NOW","product_name":"Choline & Inositol","barcode":"733739111722","serving_size_text":"1 Veg Capsule","serving_size_g":null,"servings_per_container":180,"net_weight_text":null,"net_weight_g":null,"unit_count_text":"180 Veg Capsules","actives":[{"name":"Choline","amount":"250","unit":"mg"},{"name":"Inositol","amount":"250","unit":"mg"}],"label_claims":["Nervous System Health*","Supports Healthy Nerve Transmission*","PREMIUM HEALTH SUPPLEMENT","1:1 RATIO OF CHOLINE & INOSITOL","MADE & TESTED IN THE USA","VEGAN FRIENDLY","Family owned since 1968.","† Daily Value not established.","Vitamins","Vegetarian/Vegan"],"certifications":["Non-GMO","Vegetarian/Vegan","K","GMP","QUALIT\nGMP\nASSURED","QUALITY GMP ASSURED","LEED Silver","VEGAN"]},"resolved_facts_panel":{"src":"vision:google/gemini-flash-1.5","reader_version":"2026-07-22.1","images_read":7,"facts_panel_image":1,"brand":"NOW","product_name":"Choline & Inositol","barcode":"733739111722","serving_size_text":"1 Veg Capsule","serving_size_g":null,"servings_per_container":180,"net_weight_text":null,"net_weight_g":null,"unit_count_text":"180 Veg Capsules","actives":[{"name":"Choline","amount":"250","unit":"mg"},{"name":"Inositol","amount":"250","unit":"mg"}],"label_claims":["Nervous System Health*","Supports Healthy Nerve Transmission*","PREMIUM HEALTH SUPPLEMENT","1:1 RATIO OF CHOLINE & INOSITOL","MADE & TESTED IN THE USA","VEGAN FRIENDLY","Family owned since 1968.","† Daily Value not established.","Vitamins","Vegetarian/Vegan"],"certifications":["Non-GMO","Vegetarian/Vegan","K","GMP","QUALIT\nGMP\nASSURED","QUALITY GMP ASSURED","LEED Silver","VEGAN"]},"nih_dsld":null,"ingredient_science":{"ingredients":[{"ingredient":"choline","declared_name":"Choline","ods_url":"https://ods.od.nih.gov/factsheets/Choline-HealthProfessional/","medlineplus_url":"https://medlineplus.gov/search/?query=choline","pubmed_url":"https://pubmed.ncbi.nlm.nih.gov/?term=%22choline%22","ul":3500,"ul_unit":"mg","ul_scope":"adults","pubmed_count":7299}],"ul_exceedances":[],"source":"NIH ODS fact sheets + IOM Dietary Reference Intakes; PubMed E-utilities"},"nsf_certification":null,"brand_documentation_request":null,"plain_summary":null,"fda_recalls":{"count":5,"identity_basis":"recalling_firm","latest":{"date":"20250508","firm":"Now Foods","product":"NOW Nutritional Yeast Powder, Nt. Wt. 10oz.  UPC 7 33739 02460 2","reason":"regular yeast was inadvertently packaged as nutritional yeast","status":"Terminated"}},"offers_at_check_time":[],"price_comparison":{"identity_basis":"upc_gtin","record_gtin":"733739111722","source_listing_gtin":"733739111722","retailer_gtin_match":true,"brand_store_gtin_match":false,"seller_identifiers":{},"same_product_only":true,"offers":[],"offer_records":[],"observed_at":"2026-07-22"},"commerce_context":{"observed_at":"2026-07-22","record_gtin":"733739111722","source_listing":{"status":"exact_listing","url":"https://www.amazon.com/dp/B0CV4QL5DG","price":null,"rating":null,"rating_count":null,"published_gtin":"733739111722"},"brand_site":{"status":"not_confirmed","host":null,"url":null,"price":null,"published_gtin":null,"identity_basis":"not_confirmed","comparison_allowed":false,"shared_marketing_markers":[],"review_surface":null},"exact_offers":[],"external_marketplaces":{"iherb":{"source":"iHerb","status":"eligible_not_checked","identity_basis":"exact_gtin_required","gtin":"733739111722"},"walmart":{"source":"Walmart","status":"eligible_not_checked","identity_basis":"exact_gtin_required","gtin":"733739111722"}},"comparison_status":"no_second_exact_offer","identity_rule":"Prices and reviews are compared only when both pages publish the same UPC/GTIN."},"brand_store":null,"brand_review_surface":null,"ratings_surface":{"stars":null,"count":null,"observed_at":"2026-07-22","source_ref":"source_listing","identity_basis":"exact_listing_identifier","note":"retailer rating surface; not a product-quality or authenticity verdict"},"review_count_history":{"identity_basis":"exact_listing_identifier","selection_basis":"data_dive_demand","demand_reach":9412,"rating_count":{"points":[],"summary":null},"written_review_count":{"points":[["2026-02-05",21],["2026-03-09",22],["2026-04-02",23],["2026-05-25",24],["2026-06-09",26]],"summary":{"start":["2026-02-05",21],"latest":["2026-06-09",26],"net_change":5,"largest_increase":2,"largest_decrease":1}},"catalog_snapshot":{"observed_at":"2026-07-21T16:14:17.369319+00:00","listed_since":"2024-02-07","parent_listing_identifier":"B0CZJHSFCD","root_category_id":3760901,"category_path":[{"id":3760901,"name":"Health & Household"},{"id":23675621011,"name":"Vitamins, Minerals & Supplements"},{"id":23675623011,"name":"Lipid"},{"id":6939007011,"name":"Choline"}],"brand":"NOW Foods","manufacturer":"NOW","monthly_sold_estimate":400,"monthly_sold_note":"Source estimate; demand context only, not verified unit sales.","review_counts_last_observed":"2026-07-08","sales_rank_drops":{"30_days":10,"90_days":36,"180_days":67},"out_of_stock_percentage":{"30_days":null,"90_days":null,"180_days":null},"offer_count":2,"context_note":"Rank drops, stockout percentages, offer counts, and monthly-sold values are source observations or estimates; they do not establish product quality."}},"source_registry":{"source_listing":{"type":"product_listing","scope":"exact_listing","observed_at":"2026-07-22","url":"https://www.amazon.com/dp/B0CV4QL5DG","identity_basis":"listing_identifier","limitation":null},"barcode_search":{"type":"barcode_registry_search","scope":"exact_gtin","observed_at":"2026-07-22","url":"https://world.openfoodfacts.org/product/733739111722","identity_basis":"gtin"},"nih_dsld_search":{"type":"government_label_catalog","scope":"product_label","observed_at":"2026-07-22","url":"https://dsld.od.nih.gov/","identity_basis":"search_only"},"uspto_search":{"type":"government_trademark_registry","scope":"brand","observed_at":"2026-07-22","url":"https://tmsearch.uspto.gov/","identity_basis":"exact_wordmark_and_supplement_goods"},"openfda_search":{"type":"government_enforcement_search","scope":"product_or_brand","observed_at":"2026-07-22","url":"https://api.fda.gov/food/enforcement.json","identity_basis":"recalling_firm"},"nsf_search":{"type":"certification_registry_search","scope":"product_or_brand","observed_at":"2026-07-22","url":"https://info.nsf.org/Certified/dietary/","identity_basis":"search_only"},"keepa_history":{"type":"paid_catalog_history","scope":"exact_listing","observed_at":"2026-07-22","url":"https://keepa.com/#!api","identity_basis":"exact_listing_identifier"},"facts_panel":{"type":"image_read_supplement_facts","scope":"exact_listing","observed_at":"2026-07-22","url":"https://www.amazon.com/dp/B0CV4QL5DG","identity_basis":"listing_identifier","limitation":null},"nih_ods_choline":{"type":"government_ingredient_reference","scope":"ingredient","observed_at":"2026-07-22","url":"https://ods.od.nih.gov/factsheets/Choline-HealthProfessional/","identity_basis":"named_ingredient"},"pubmed_choline":{"type":"research_index","scope":"ingredient","observed_at":"2026-07-22","url":"https://pubmed.ncbi.nlm.nih.gov/?term=%22choline%22","identity_basis":"named_ingredient"}},"decision_support":{"disclosure":{"status":"amounts_disclosed","summary":"All 2 captured rows publish an amount.","captured_rows":2,"quantified_rows":2,"separately_quantified_rows":2,"combined_blend_rows":[],"integrity_tells":[],"derived_from":["facts_panel"]},"identity_convergence":{"gtin":"733739111722","confirmations":["source_listing_gtin"],"confirmation_count":1,"summary":"1 identity-bound source(s) converge on this product.","not_a_quality_score":true},"research_coverage":{"panel_rows":2,"ingredients_with_reference_context":1,"exact_product_dose_comparisons":0,"dose_comparison_finding_ids":[],"blend_limits_dose_comparison":false,"limitation":"Ingredient context is not product efficacy evidence."},"review_trajectory":{"status":"observed","start":{"date":"2026-02-05","count":21},"latest":{"date":"2026-06-09","count":26},"net_change":5,"span_days":124,"average_change_per_30_days":1.2,"largest_single_interval_increase":2,"identity_basis":"exact_listing_identifier","limitation":"Count movement does not establish review authenticity; variation families may share counts."},"review_surface_comparison":null,"market":{"offers":[],"exact_gtin_only":true,"price_spread":null,"servings_basis":180,"limitation":"Prices are point-in-time observations."},"ownership":{"status":"not_found","owner":null,"candidate_count":0,"brand_age_months":29.5,"manufacturer_link":"not_established","limitation":"Trademark ownership does not establish manufacturer or country of manufacture."},"open_questions":[{"finding_id":"label-and-serving-arithmetic-label-math-could-not-be-verified","question":"Do the labeled amounts reconcile with the stated serving and container?","source_headline":"Label math could not be verified","needed_evidence":"identity-bound Supplement Facts panel","priority":26,"absence_is_not_a_strike":true}],"connected_signals":[],"evidence_balance":{"documented_concerns":0,"confirmed_checks":1,"neutral_or_open_findings":6,"material_open_questions":1,"concern_finding_ids":[],"confirmation_finding_ids":["nih-published-research-each-ingredient-s-amount-is-disclosed"]}},"observations":{"offers":[],"ratings":{"stars":null,"count":null,"observed_at":"2026-07-22","source_ref":"source_listing"},"facts_panel_source":"listing_image"},"report_url":"https://lookcloser.ai/p/733739111722","methodology":"https://lookcloser.ai/methodology","built_at":"2026-07-23T20:13:22Z","status":"complete","caveats":["Pre-launch beta; not yet independently archived.","Listing-image panel data was machine-read; transcription errors are possible.","Prices and ratings are point-in-time snapshots.","LookCloser does not advise for or against any supplement."],"content_fingerprint":"sha256:7c8034954b8b204ce310376d826467bc6e75425349bcab0f97cc9974ef4353c3"}