83% of Restaurants Are Invisible in AI Search: New Uberall Report Reveals the Discovery Gap Reshaping the Quick Service Restaurant Industry
Original article ↗ 🔒 Paywalled source — limited preview availableB.I.A.S. ANALYSIS
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LEFTCENTERRIGHT
Signal breakdown
Heuristic (v1/v3)
0.00 · CENTER
ML v2 (DistilBERT)
-0.245 · LEFT
Ensemble
-0.122 · CENTER
🏦 Source Intelligence
Rolling outlet bias
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avg -0.054
2,788 articles tracked
7-day bias trend
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Article Excerpt
Industry-first benchmark study analyzes how ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews recommend restaurants BERLIN — Uberall, the global leader in location marketing technology, today released Fast Food, Faster Discovery: The 2026 GEO Playbook for Multi-Location QSRs — the industry’s first benchmark report measuring how AI assistants recommend restaurants and how multi-location QSR (Quick-Service...
Read full article at Montreal Gazette ↗
How we scored this article
WTF uses a two-tier system: every article gets a heuristic bias score from keyword analysis, and priority articles (high overlap across 3+ outlets or strong heuristic signal) get full LLM analysis from B.I.A.S. and V.E.R.I.F.Y.