Real ChatGPT answer · index seedL4q2ZSCBZuocompleteFood and restaurants · fast foodcommercial

Which national fast food chains have the most reliable allergen menus online for gluten sensitive household members.

ChatGPTgpt-66 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which national fast food chains have the most reliable allergen menus online for gluten sensitive household members.
6 real searches · 1 real-search pass
official US fast food chain allergen menus gluten free allergen guide Chick-fil-A Chipotle Wendy's McDonald's Taco Bell 2026Google ↗
OBSERVEDComparison
site:chick-fil-a.com allergen menu gluten wheat allergen guideGoogle ↗
OBSERVEDOther / navigational
site:chipotle.com allergen menu gluten wheat ingredientsGoogle ↗
OBSERVEDOther / navigational
site:wendys.com allergen menu gluten wheat PDFGoogle ↗
OBSERVEDOther / navigational
site:tacobell.com nutrition allergen menu gluten wheatGoogle ↗
OBSERVEDOther / navigational
site:mcdonalds.com US allergen menu gluten wheat ingredientsGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (6)
Short factOther / navigational83%Comparison17%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT6 real searches · gpt-6
official US fast food chain allergen menus gluten free allergen guide Chick-fil-A Chipotle Wendy's McDonald's Taco Bell 2026 Google ↗
site:chick-fil-a.com allergen menu gluten wheat allergen guide Google ↗
site:chipotle.com allergen menu gluten wheat ingredients Google ↗
site:wendys.com allergen menu gluten wheat PDF Google ↗
site:tacobell.com nutrition allergen menu gluten wheat Google ↗
site:mcdonalds.com US allergen menu gluten wheat ingredients Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official US fast food chain allergen menus gluten free allergen guide Chick-fil-A Chipotle Wendy's McDonald's Taco Bell 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site:chick-fil-a.com allergen menu gluten wheat allergen guide
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:chipotle.com allergen menu gluten wheat ingredients
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:wendys.com allergen menu gluten wheat PDF
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:tacobell.com nutrition allergen menu gluten wheat
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:mcdonalds.com US allergen menu gluten wheat ingredients
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1