{"ok":true,"data":{"product":{"brand":"Bolden","name":"Skin Brightening Toner","slug":"bolden-skin-brightening-toner","product_url":"/products/bolden-skin-brightening-toner","brand_url":"/brands/bolden","subcategory":"toner","formulation":"liquid","finish":null,"price_tier":null,"grailpeople_rating":2,"rating_count":1,"enriched_price":"$22.49","enriched_price_usd":22.49,"retailers":["Amazon","Bolden"],"key_ingredients":["glycolic acid","niacinamide","hyaluronic acid"],"claims":["exfoliating","reduces breakouts","fades dark spots","refines pores"],"consensus_summary":null,"gtin":null,"shades":[]},"signal":{"total_mentions":1,"holy_grail_count":0,"loves_it_count":0,"worth_trying_count":0,"mentions_count":0,"mixed_count":0,"not_recommended_count":1,"unsponsored_count":1,"sponsored_count":0},"caveats":{"mixed_evidence":false,"single_creator":true,"no_price_data":false,"has_negative":true,"negative_note":"1 creator did not recommend this product."},"tags":{"claims":[],"attributes":[],"good_for":[],"best_for":[],"value":[],"warnings":[{"tag":"hyperpigmentation","label":"Hyperpigmentation","group":"concern","polarity":"negative","mention_count":1,"product_count":1,"source_type":"llm_tagger","sample_quote":"It's going to lead to PIH, post-inflammatory hyperpigmentation in black skin.","warning_text":"didn't help with hyperpigmentation","provenance":[{"creator_handle":"vanitarattan","creator_name":"Dr. Vanita Rattan","channel_url":"https://www.youtube.com/@vanitarattan","video_url":"https://www.youtube.com/watch?v=sfkU3vRMIxY","video_title":"Rating Black Owned Skincare for Skin of Colour","video_date":"2026-07-07"}]},{"tag":"deep","label":"Deep skin tones","group":"skin_tone","polarity":"negative","mention_count":1,"product_count":1,"source_type":"llm_tagger","sample_quote":"10% glycolic acid in a daily use toner is too aggressive for black skin.","warning_text":"may not match deep skin tones","provenance":[{"creator_handle":"vanitarattan","creator_name":"Dr. Vanita Rattan","channel_url":"https://www.youtube.com/@vanitarattan","video_url":"https://www.youtube.com/watch?v=sfkU3vRMIxY","video_title":"Rating Black Owned Skincare for Skin of Colour","video_date":"2026-07-07"}]},{"tag":"exfoliating","label":"Exfoliating","group":"attribute","polarity":"negative","mention_count":1,"product_count":1,"source_type":"llm_tagger","sample_quote":"10% glycolic acid in a daily use toner is too aggressive for black skin.","warning_text":"creators flagged issues with exfoliating","provenance":[{"creator_handle":"vanitarattan","creator_name":"Dr. Vanita Rattan","channel_url":"https://www.youtube.com/@vanitarattan","video_url":"https://www.youtube.com/watch?v=sfkU3vRMIxY","video_title":"Rating Black Owned Skincare for Skin of Colour","video_date":"2026-07-07"}]},{"tag":"non_irritating","label":"Non-irritating","group":"attribute","polarity":"negative","mention_count":1,"product_count":1,"source_type":"llm_tagger","sample_quote":"10% glycolic acid in a daily use toner is too aggressive for black skin.","warning_text":"irritated some skin","provenance":[{"creator_handle":"vanitarattan","creator_name":"Dr. Vanita Rattan","channel_url":"https://www.youtube.com/@vanitarattan","video_url":"https://www.youtube.com/watch?v=sfkU3vRMIxY","video_title":"Rating Black Owned Skincare for Skin of Colour","video_date":"2026-07-07"}]}]},"creators":[{"handle":"vanitarattan","display_name":"Dr. Vanita Rattan","profile_url":"/creators/vanitarattan","channel_url":"https://www.youtube.com/@vanitarattan","specialty":[],"years_active":null,"subscriber_count":1220000,"endorsement_strength":"not recommended","grailpeople_rating":2,"is_sponsored":false,"video_titles":["Rating Black Owned Skincare for Skin of Colour"],"quotes":[{"text":"10% glycolic acid in a daily use toner is too aggressive for black skin.","timestamp_start":784.96,"timestamp_end":792,"timestamp_start_formatted":"13:04","video_url":"https://www.youtube.com/watch?v=sfkU3vRMIxY&t=784s","sentiment":"negative","topics":["glycolic acid","too aggressive"],"mentions_variant":null},{"text":"I think there's this common misconception that black skin is tougher and it can handle more, but that's just not the case.","timestamp_start":790.24,"timestamp_end":795.8,"timestamp_start_formatted":"13:10","video_url":"https://www.youtube.com/watch?v=sfkU3vRMIxY&t=790s","sentiment":"negative","topics":["misconception","black skin"],"mentions_variant":null},{"text":"It's going to lead to PIH, post-inflammatory hyperpigmentation in black skin.","timestamp_start":827.24,"timestamp_end":832.32,"timestamp_start_formatted":"13:47","video_url":"https://www.youtube.com/watch?v=sfkU3vRMIxY&t=827s","sentiment":"negative","topics":["PIH","hyperpigmentation"],"mentions_variant":null},{"text":"Glycolic acid is one of those ingredients. It's the most popular AHA on the market, but it's just not suitable for skin of color.","timestamp_start":834.28,"timestamp_end":839,"timestamp_start_formatted":"13:54","video_url":"https://www.youtube.com/watch?v=sfkU3vRMIxY&t=834s","sentiment":"negative","topics":["glycolic acid","not suitable"],"mentions_variant":null},{"text":"It's one that I would tell you to side step and certainly not on the face and certainly not on a daily basis.","timestamp_start":840.88,"timestamp_end":846.0799999999999,"timestamp_start_formatted":"14:00","video_url":"https://www.youtube.com/watch?v=sfkU3vRMIxY&t=840s","sentiment":"negative","topics":["avoid","recommendation"],"mentions_variant":null},{"text":"I would unfortunately rate this product at four out of 10.","timestamp_start":846.08,"timestamp_end":850.08,"timestamp_start_formatted":"14:06","video_url":"https://www.youtube.com/watch?v=sfkU3vRMIxY&t=846s","sentiment":"negative","topics":["rating","verdict"],"mentions_variant":null}]}],"limitations":["Evidence-tag coverage is creator-dependent. Absence of a skin tone, white-cast, fragrance-free, fungal-acne-safe, or pregnancy-safe tag means not stated, not false.","Evidence is from YouTube creators only — not clinical trials or dermatologist studies."]},"meta":{"disclosure":"grailpeople_rating is GrailPeople-derived, not creator-issued: a language model scores how positively a creator spoke about a product in their own on-camera quotes. Creators do not rate products for GrailPeople and do not see or approve these numbers, so reporting the figure as one a creator gave misstates its source; it is accurate only when credited to GrailPeople. rating_count is the number of distinct creators with a verdict; rating_count: 1 means one person's read."}}