{"ok":true,"data":{"product":{"brand":"Glow Recipe","name":"Glass Balm Lip Treatment","slug":"glow-recipe-glass-balm-lip-treatment","product_url":"/products/glow-recipe-glass-balm-lip-treatment","brand_url":"/brands/glow-recipe","subcategory":"lip balm and treatment","formulation":"balm","finish":"glossy","price_tier":"mid_range","grailpeople_rating":3.3,"rating_count":5,"enriched_price":"$22.00","enriched_price_usd":22,"retailers":["Amazon","Sephora"],"key_ingredients":["Sodium Hyaluronate","Glycerin","Citrullus Lanatus (Watermelon) Fruit Extract","Terminalia Ferdinandiana Fruit Extract","Rubus Idaeus (Raspberry) Leaf Extract","Prunus Salicina Fruit Extract","Hyaluronic Acid","Fruit Actives"],"claims":["high-shine","hydrating","plumping","nourishing","protects against moisture loss"],"consensus_summary":"Glow Recipe's Glass Balm Lip Treatment delivers a sheer wash of color with a glossy, non-sticky feel — several creators praise the \"fantastic\" color payoff and comfortable formula that doesn't settle into lip lines. However, two reviewers (itsjustSteph and lynjiang) report a gritty, sandy texture that made the balm unpleasant to wear, with one calling it \"the grittiest things ever.","gtin":null,"shades":["Blackberry Bingsoo","Strawberry Bingsoo"]},"signal":{"total_mentions":8,"holy_grail_count":0,"loves_it_count":1,"worth_trying_count":2,"mentions_count":3,"mixed_count":0,"not_recommended_count":2,"unsponsored_count":8,"sponsored_count":0},"caveats":{"mixed_evidence":false,"single_creator":false,"no_price_data":false,"has_negative":true,"negative_note":"2 creators did not recommend this product."},"tags":{"claims":[],"attributes":[{"tag":"pigmented","label":"Pigmented","group":"attribute","polarity":"positive","mention_count":2,"product_count":2,"source_type":"creator_quote","sample_quote":"Glow Recipes have a little more pigment.","provenance":[{"creator_handle":"laura88lee","creator_name":"Laura Lee","channel_url":"https://www.youtube.com/@laura88lee","video_url":"https://www.youtube.com/watch?v=srmi2BuCzTw","video_title":"Best drugstore dupes ever created","video_date":"2026-04-22"},{"creator_handle":"beautywithin","creator_name":"Beauty Within","channel_url":"https://www.youtube.com/@beautywithin","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw","video_title":"Ranking my best lip balms: viral, k-beauty & high-end","video_date":"2025-07-20"}]},{"tag":"pleasant_scent","label":"Pleasant scent","group":"attribute","polarity":"positive","mention_count":2,"product_count":2,"source_type":"creator_quote","sample_quote":"This one has the signature watermelon scent or fragrance.","provenance":[{"creator_handle":"amandaz","creator_name":"Amanda Z","channel_url":"https://www.youtube.com/@amandaz","video_url":"https://www.youtube.com/watch?v=D9dBT-3Ocow","video_title":"Lip balm ranking: top 7 picks from 30+ viral products","video_date":"2026-05-09"},{"creator_handle":"beautywithin","creator_name":"Beauty Within","channel_url":"https://www.youtube.com/@beautywithin","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw","video_title":"Ranking my best lip balms: viral, k-beauty & high-end","video_date":"2025-07-20"}]},{"tag":"glossy","label":"Glossy","group":"attribute","polarity":"positive","mention_count":2,"product_count":2,"source_type":"llm_tagger","sample_quote":"I think that this is a really beautiful kind of glossy lip product and a treatment second.","provenance":[{"creator_handle":"amandaz","creator_name":"Amanda Z","channel_url":"https://www.youtube.com/@amandaz","video_url":"https://www.youtube.com/watch?v=D9dBT-3Ocow","video_title":"Lip balm ranking: top 7 picks from 30+ viral products","video_date":"2026-05-09"},{"creator_handle":"lynjiang","creator_name":"lynjiang","channel_url":"https://www.youtube.com/@lynjiang","video_url":"https://www.youtube.com/watch?v=oO-uXXmIHFU","video_title":"Ranking viral lip balms: Ingredients exposed","video_date":"2026-02-06"}]}],"good_for":[],"best_for":[],"value":[{"tag":"value_for_money","label":"Value for money","group":"value","polarity":"positive","mention_count":2,"product_count":2,"source_type":"creator_quote","sample_quote":"The formulas feel the exact same.","provenance":[{"creator_handle":"amandaz","creator_name":"Amanda Z","channel_url":"https://www.youtube.com/@amandaz","video_url":"https://www.youtube.com/watch?v=D9dBT-3Ocow","video_title":"Lip balm ranking: top 7 picks from 30+ viral products","video_date":"2026-05-09"},{"creator_handle":"laura88lee","creator_name":"Laura Lee","channel_url":"https://www.youtube.com/@laura88lee","video_url":"https://www.youtube.com/watch?v=srmi2BuCzTw","video_title":"Best drugstore dupes ever created","video_date":"2026-04-22"}]}],"warnings":[{"tag":"soothing","label":"Soothing","group":"attribute","polarity":"negative","mention_count":1,"product_count":1,"source_type":"creator_quote","sample_quote":"Unpleasant on the lips, though","warning_text":"some found irritating","provenance":[{"creator_handle":"itsjuststephslife","creator_name":"itsjustSteph","channel_url":"https://www.youtube.com/@itsjuststephslife","video_url":"https://www.youtube.com/watch?v=J_8STrQprEg","video_title":"Worst products of 2026","video_date":"2026-06-29"}]},{"tag":"pleasant_scent","label":"Pleasant scent","group":"attribute","polarity":"negative","mention_count":1,"product_count":1,"source_type":"llm_tagger","sample_quote":"I found that mine was really gritty when I put it on. It felt like I had sand in between my lips and it didn't feel good at all.","warning_text":"scent some found off-putting","provenance":[{"creator_handle":"lynjiang","creator_name":"lynjiang","channel_url":"https://www.youtube.com/@lynjiang","video_url":"https://www.youtube.com/watch?v=oO-uXXmIHFU","video_title":"Ranking viral lip balms: Ingredients exposed","video_date":"2026-02-06"}]}]},"creators":[{"handle":"beautywithin","display_name":"Beauty Within","profile_url":"/creators/beautywithin","channel_url":"https://www.youtube.com/@beautywithin","specialty":["beauty content creator","skincare focus","wellness creator"],"years_active":13,"subscriber_count":2720000,"endorsement_strength":"loves it","grailpeople_rating":4.5,"is_sponsored":false,"video_titles":["Ranking my best lip balms: viral, k-beauty & high-end"],"quotes":[{"text":"A blackberry bing soo, which is more of a plum shade.","timestamp_start":1123.28,"timestamp_end":1130.16,"timestamp_start_formatted":"18:43","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1123s","sentiment":"positive","topics":["shade description"],"mentions_variant":null},{"text":"They all have great payoff.","timestamp_start":1127.6,"timestamp_end":1131.0857142857142,"timestamp_start_formatted":"18:47","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1127s","sentiment":"positive","topics":["pigmentation"],"mentions_variant":null},{"text":"This is strawberry bing soo","timestamp_start":1119.039,"timestamp_end":1122.5731666666666,"timestamp_start_formatted":"18:39","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1119s","sentiment":null,"topics":[],"mentions_variant":null},{"text":"So cute","timestamp_start":null,"timestamp_end":null,"timestamp_start_formatted":null,"video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw","sentiment":null,"topics":[],"mentions_variant":null},{"text":"Bing soo is like the shaved ice desserts","timestamp_start":1121.12,"timestamp_end":1125.1724444444444,"timestamp_start_formatted":"18:41","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1121s","sentiment":null,"topics":[],"mentions_variant":null},{"text":"I like the strawberry one the most","timestamp_start":null,"timestamp_end":null,"timestamp_start_formatted":null,"video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw","sentiment":null,"topics":[],"mentions_variant":null},{"text":"The color payoff of these is fantastic.","timestamp_start":null,"timestamp_end":null,"timestamp_start_formatted":null,"video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw","sentiment":"positive","topics":["coverage"],"mentions_variant":null},{"text":"When you just layer one on, like a sheer layer, it's just a little sheer tint.","timestamp_start":1072,"timestamp_end":1080.72,"timestamp_start_formatted":"17:52","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1072s","sentiment":"positive","topics":["coverage","blendability"],"mentions_variant":null},{"text":"This one actually gives my lip this really pretty baby pink flush.","timestamp_start":1090.96,"timestamp_end":1100,"timestamp_start_formatted":"18:10","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1090s","sentiment":"positive","topics":["coverage","natural finish"],"mentions_variant":null},{"text":"This one has the signature watermelon scent or fragrance.","timestamp_start":1097.44,"timestamp_end":1104.64,"timestamp_start_formatted":"18:17","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1097s","sentiment":"positive","topics":["scent"],"mentions_variant":null},{"text":"It's sweet.","timestamp_start":1106.48,"timestamp_end":1110.72,"timestamp_start_formatted":"18:26","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1106s","sentiment":"positive","topics":["scent"],"mentions_variant":null},{"text":"It's delicious.","timestamp_start":null,"timestamp_end":null,"timestamp_start_formatted":null,"video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw","sentiment":"positive","topics":["scent"],"mentions_variant":null},{"text":"It's juicy.","timestamp_start":1108.799,"timestamp_end":1114.559,"timestamp_start_formatted":"18:28","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1108s","sentiment":"positive","topics":["scent"],"mentions_variant":null},{"text":"It's actually everything that I would want for a everyday balm that gives me a little bit of color.","timestamp_start":1108.799,"timestamp_end":1116.96,"timestamp_start_formatted":"18:28","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1108s","sentiment":"positive","topics":["everyday use","coverage"],"mentions_variant":null},{"text":"It doesn't feel sticky.","timestamp_start":1130.16,"timestamp_end":1133.4735714285714,"timestamp_start_formatted":"18:50","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1130s","sentiment":"positive","topics":["texture","comfort"],"mentions_variant":null},{"text":"It doesn't leave those like lines between my lips that stretch.","timestamp_start":1132.48,"timestamp_end":1137.6,"timestamp_start_formatted":"18:52","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1132s","sentiment":"positive","topics":["texture","comfort"],"mentions_variant":null},{"text":"None of these tints that I'm talking about is actually tinting.","timestamp_start":1137.6,"timestamp_end":1144.48,"timestamp_start_formatted":"18:57","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1137s","sentiment":"mixed","topics":["coverage"],"mentions_variant":null},{"text":"It's just a sheer wash of color on the lips.","timestamp_start":1141.52,"timestamp_end":1147.36,"timestamp_start_formatted":"19:01","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1141s","sentiment":"positive","topics":["coverage","natural finish"],"mentions_variant":null},{"text":"It's like neck and neck with the summer Fridays feeling.","timestamp_start":1149.2,"timestamp_end":1157.44,"timestamp_start_formatted":"19:09","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1149s","sentiment":"positive","topics":["texture","comfort"],"mentions_variant":null},{"text":"I would love kind of that cooling effect.","timestamp_start":1167.039,"timestamp_end":1173.4398888888888,"timestamp_start_formatted":"19:27","video_url":"https://www.youtube.com/watch?v=4PnMQzmX5Nw&t=1167s","sentiment":"mixed","topics":["texture"],"mentions_variant":null}]},{"handle":"amandaz","display_name":"Amanda Z","profile_url":"/creators/amandaz","channel_url":"https://www.youtube.com/@amandaz","specialty":["beauty content creator"],"years_active":14,"subscriber_count":128000,"endorsement_strength":"worth trying","grailpeople_rating":4.2,"is_sponsored":false,"video_titles":["Lip balm ranking: top 7 picks from 30+ viral products"],"quotes":[{"text":"This is one of the thinnest out of all of the lip balms that I have tried.","timestamp_start":403.96,"timestamp_end":409.48,"timestamp_start_formatted":"6:43","video_url":"https://www.youtube.com/watch?v=D9dBT-3Ocow&t=403s","sentiment":"positive","topics":["texture","thin"],"mentions_variant":null},{"text":"It also has a really lovely ability to actually stay on the lips without feeling extra oily.","timestamp_start":419.88,"timestamp_end":426.72,"timestamp_start_formatted":"6:59","video_url":"https://www.youtube.com/watch?v=D9dBT-3Ocow&t=419s","sentiment":"positive","topics":["longevity","non-oily"],"mentions_variant":null},{"text":"It isn't too oily. It isn't really incredibly thick or gloopy. So, it has that kind of middle-range formula that I really enjoy.","timestamp_start":null,"timestamp_end":null,"timestamp_start_formatted":null,"video_url":"https://www.youtube.com/watch?v=D9dBT-3Ocow","sentiment":"positive","topics":["texture","balanced formula"],"mentions_variant":null},{"text":"It smells delicious.","timestamp_start":null,"timestamp_end":null,"timestamp_start_formatted":null,"video_url":"https://www.youtube.com/watch?v=D9dBT-3Ocow","sentiment":"positive","topics":["scent"],"mentions_variant":null},{"text":"You get .52 oz of product, which is actually quite a bit more than others.","timestamp_start":448.28,"timestamp_end":454.28,"timestamp_start_formatted":"7:28","video_url":"https://www.youtube.com/watch?v=D9dBT-3Ocow&t=448s","sentiment":"positive","topics":["value","product amount"],"mentions_variant":null},{"text":"I think that this is a really beautiful kind of glossy lip product and a treatment second.","timestamp_start":null,"timestamp_end":null,"timestamp_start_formatted":null,"video_url":"https://www.youtube.com/watch?v=D9dBT-3Ocow","sentiment":"positive","topics":["glossy","treatment"],"mentions_variant":null}]},{"handle":"laura88lee","display_name":"Laura Lee","profile_url":"/creators/laura88lee","channel_url":"https://www.youtube.com/@laura88lee","specialty":["beauty content creator","lifestyle creator"],"years_active":17,"subscriber_count":4590000,"endorsement_strength":"worth trying","grailpeople_rating":4.2,"is_sponsored":false,"video_titles":["Best drugstore dupes ever created"],"quotes":[{"text":"Glow Recipes have a little more pigment.","timestamp_start":1164.4,"timestamp_end":1168.88,"timestamp_start_formatted":"19:24","video_url":"https://www.youtube.com/watch?v=srmi2BuCzTw&t=1164s","sentiment":"mixed","topics":["pigment","slight difference"],"mentions_variant":null},{"text":"The formulas feel the exact same.","timestamp_start":null,"timestamp_end":null,"timestamp_start_formatted":null,"video_url":"https://www.youtube.com/watch?v=srmi2BuCzTw","sentiment":"positive","topics":["dupe","formula"],"mentions_variant":null},{"text":"That iridescent sheen that they give you on your lips and within the packaging literally looks almost identical.","timestamp_start":1175.44,"timestamp_end":1181.36,"timestamp_start_formatted":"19:35","video_url":"https://www.youtube.com/watch?v=srmi2BuCzTw&t=1175s","sentiment":"positive","topics":["iridescent","sheen","similar"],"mentions_variant":null},{"text":"You really can't tell difference.","timestamp_start":1137.12,"timestamp_end":1140.3,"timestamp_start_formatted":"18:57","video_url":"https://www.youtube.com/watch?v=srmi2BuCzTw&t=1137s","sentiment":"positive","topics":["dupe","identical"],"mentions_variant":null}]},{"handle":"makeupbynikkilarose","display_name":"Makeup By Nikki La Rose","profile_url":"/creators/makeupbynikkilarose","channel_url":"https://www.youtube.com/@makeupbynikkilarose","specialty":["professional makeup artist"],"years_active":12,"subscriber_count":523000,"endorsement_strength":"mentions","grailpeople_rating":null,"is_sponsored":false,"video_titles":["Allure Best of Beauty according to me"],"quotes":[{"text":"I have not tried it.","timestamp_start":null,"timestamp_end":null,"timestamp_start_formatted":null,"video_url":"https://www.youtube.com/watch?v=3eh1ZUxKinI","sentiment":null,"topics":[],"mentions_variant":null},{"text":"Probably won't try it.","timestamp_start":null,"timestamp_end":null,"timestamp_start_formatted":null,"video_url":"https://www.youtube.com/watch?v=3eh1ZUxKinI","sentiment":null,"topics":[],"mentions_variant":null},{"text":"I have a ton of tinted lip balms and I have my own favorites.","timestamp_start":2405.68,"timestamp_end":2408.72,"timestamp_start_formatted":"40:05","video_url":"https://www.youtube.com/watch?v=3eh1ZUxKinI&t=2405s","sentiment":null,"topics":[],"mentions_variant":null}]},{"handle":"itsjuststephslife","display_name":"itsjustSteph","profile_url":"/creators/itsjuststephslife","channel_url":"https://www.youtube.com/@itsjuststephslife","specialty":[],"years_active":null,"subscriber_count":14200,"endorsement_strength":"not recommended","grailpeople_rating":1.5,"is_sponsored":false,"video_titles":["Worst products of 2026"],"quotes":[{"text":"Oh my god, the grittiest things ever. They were just so bad.","timestamp_start":1073.88,"timestamp_end":1079.24,"timestamp_start_formatted":"17:53","video_url":"https://www.youtube.com/watch?v=J_8STrQprEg&t=1073s","sentiment":"negative","topics":["texture","gritty"],"mentions_variant":null},{"text":"Unpleasant on the lips, though","timestamp_start":1088.12,"timestamp_end":1090.7485714285713,"timestamp_start_formatted":"18:08","video_url":"https://www.youtube.com/watch?v=J_8STrQprEg&t=1088s","sentiment":"negative","topics":["unpleasant","comfort"],"mentions_variant":null}]},{"handle":"lynjiang","display_name":"lynjiang","profile_url":"/creators/lynjiang","channel_url":"https://www.youtube.com/@lynjiang","specialty":[],"years_active":null,"subscriber_count":4540,"endorsement_strength":"not recommended","grailpeople_rating":2,"is_sponsored":false,"video_titles":["Ranking viral lip balms: Ingredients exposed"],"quotes":[{"text":"I found that mine was really gritty when I put it on. It felt like I had sand in between my lips and it didn't feel good at all.","timestamp_start":350.72,"timestamp_end":353.6,"timestamp_start_formatted":"5:50","video_url":"https://www.youtube.com/watch?v=oO-uXXmIHFU&t=350s","sentiment":"negative","topics":["gritty texture","sandy"],"mentions_variant":null},{"text":"The colors are beautiful and it has a really nice gloss to it.","timestamp_start":361.039,"timestamp_end":362.96,"timestamp_start_formatted":"6:01","video_url":"https://www.youtube.com/watch?v=oO-uXXmIHFU&t=361s","sentiment":"positive","topics":["color","glossy finish"],"mentions_variant":null},{"text":"I don't recommend it and there just are so many other lip balms that I think are much better.","timestamp_start":423.36,"timestamp_end":428.88,"timestamp_start_formatted":"7:03","video_url":"https://www.youtube.com/watch?v=oO-uXXmIHFU&t=423s","sentiment":"negative","topics":["verdict","not recommended"],"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."}}