{"title":"Seven-day public restaurant 3P control signal sample","canonical_url":"https://www.never86.ai/research/3p-operator-signal-august-2026","published_at":"2026-08-21","methodology":{"window":"2026-08-14/2026-08-20","included":["Publicly visible during the window","Restaurant-side third-party delivery economics or control","Unique after deduplication","Source attribution preserved"],"excluded":["Consumer-only or driver-only posts","Stale material outside the window","Generic restaurant-margin content without a 3P link","Never86'd's own posts","Duplicate reshares","Unsupported legal or recovery claims"]},"count":13,"limitations":["Not a census","Not an incidence or prevalence estimate","Not proof of paid demand","Not proof that a charge was wrong","Not proof of recoverable dollars"],"signals":[{"id":"D1","platform":"Facebook","date":"2026-08-14","classification":"Direct operator voice","issue":"Refund and dispute evidence","sourceUrl":"https://www.facebook.com/permalink.php?story_fbid=pfbid02ELp12tmjqFexew6DyDYNLwzxup1ytELpu1yAub3GUjch74KVFAkT3qcwHGzaAc2dl&id=100063718736691","evidenceLimit":"Public restaurant-origin post; statement and bank outcome were not independently audited."},{"id":"D2","platform":"Facebook","date":"2026-08-15","classification":"Direct operator voice","issue":"Refund ownership and direct-order workflow","sourceUrl":"https://www.facebook.com/permalink.php?story_fbid=pfbid02ELp12tmjqFexew6DyDYNLwzxup1ytELpu1yAub3GUjch74KVFAkT3qcwHGzaAc2dl&id=100063718736691&comment_id=1671552457863784","evidenceLimit":"First-person operator comment; no platform statement or contract was reviewed."},{"id":"D3","platform":"Facebook","date":"2026-08-14","classification":"Direct operator voice","issue":"Delivery-channel contribution economics","sourceUrl":"https://www.facebook.com/groups/748711238658025/posts/3092461217616337/","evidenceLimit":"First-person operator account; percentages and restaurant identity were not independently audited."},{"id":"D4","platform":"Facebook","date":"2026-08-17","classification":"Direct operator voice","issue":"Channel exit and direct-order economics","sourceUrl":"https://www.facebook.com/eatlocalbread","evidenceLimit":"Named restaurant-origin source page; the attributed cost figure was not independently audited."},{"id":"C1","platform":"LinkedIn","date":"2026-08-15","classification":"Carried operator case","issue":"Dispute and account-control workflow","sourceUrl":"https://www.linkedin.com/feed/update/urn:li:share:7494482828622041088/","evidenceLimit":"Public operator-side case; underlying account history and statement were not supplied."},{"id":"C2","platform":"TikTok","date":"2026-08-14","classification":"Carried operator case","issue":"Payout hold and verification","sourceUrl":"https://www.tiktok.com/@dan_onthestreet/video/7674045787092864270","evidenceLimit":"Media-carried operator case; no independent conclusion about residual disputed amounts."},{"id":"C3","platform":"TikTok","date":"2026-08-18","classification":"Carried operator case","issue":"Channel-switch economics","sourceUrl":"https://www.tiktok.com/@getsaucedelivery/video/7675396950987934990","evidenceLimit":"Vendor-carried restaurant case; useful demand signal, not an independent savings study."},{"id":"M1","platform":"TikTok","date":"2026-08-14","classification":"Corroborating mechanism","issue":"POS-to-statement-to-deposit reconciliation","sourceUrl":"https://www.tiktok.com/@fixeforrestaurants/video/7673979537109093645","evidenceLimit":"Restaurant-finance specialist mechanism evidence, not an operator complaint."},{"id":"M2","platform":"LinkedIn","date":"2026-08-14","classification":"Corroborating mechanism","issue":"Fee structure and margin pressure","sourceUrl":"https://www.linkedin.com/company/nova-one-advisory/posts/","evidenceLimit":"Advisory-market signal, not a restaurant statement or audited loss case."},{"id":"M3","platform":"LinkedIn","date":"2026-08-16","classification":"Corroborating mechanism","issue":"Net-deposit accounting and payout reconciliation","sourceUrl":"https://www.linkedin.com/in/chriskachmar/","evidenceLimit":"Finance-specialist explanation; not an allegation against a specific marketplace."},{"id":"M4","platform":"LinkedIn","date":"2026-08-14","classification":"Corroborating mechanism","issue":"Marketplace cost-stack economics","sourceUrl":"https://www.linkedin.com/in/lathashishagarwal/","evidenceLimit":"Platform-side perspective supporting the multi-line economics mechanism."},{"id":"M5","platform":"LinkedIn","date":"2026-08-14","classification":"Corroborating mechanism","issue":"Payout matching and marketplace availability drift","sourceUrl":"https://www.linkedin.com/in/jamescrook1/","evidenceLimit":"Automation-vendor workflow thesis, not an operator-origin loss case."},{"id":"M6","platform":"LinkedIn","date":"2026-08-18","classification":"Corroborating mechanism","issue":"Promotion control and payout workflow","sourceUrl":"https://www.linkedin.com/company/kitchenhub-app/posts/","evidenceLimit":"Competitive vendor claim included only as market-demand evidence."}]}