Real ChatGPT answer · index seed45sqycnxWagcompleteFood and restaurantsinformational

What are the legal requirements and restaurant industry standards for allergen labeling on menus and how confident can I be when ordering with a food allergy

ChatGPTgpt-63 queries1h ago
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the legal requirements and restaurant industry standards for allergen labeling on menus and how confident can I be when ordering with a food allergy
3 real searches · 1 real-search pass
FDA food allergen labeling restaurants menu requirements packaged foods FALCPA restaurant exemption major allergens sesameGoogle ↗
OBSERVEDReason
FDA Food Code 2022 food allergy awareness person in charge employee training allergen informationGoogle ↗
OBSERVEDInstruction
Maryland food code allergen awareness restaurant requirements food allergy menu labelingGoogle ↗
OBSERVEDReason

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 (3)
Short fact: wants a specific short fact: a number, date, name, place, priceShort factChatGPT real searches · Short fact: 0 of 3 queries (0%)Other / navigational: a site, brand, product, person or place with no question behind itOther / navigationalChatGPT real searches · Other / navigational: 0 of 3 queries (0%)Comparison: compares options or asks for the best / top / cheapestComparisonChatGPT real searches · Comparison: 0 of 3 queries (0%)Consequence: what happens as a result: effects, outcomesConsequenceChatGPT real searches · Consequence: 0 of 3 queries (0%)Reason: why something happens or what causes itReasonChatGPT real searches · Reason: 2 of 3 queries (67%)67%Definition: what something is or what a term meansDefinitionChatGPT real searches · Definition: 0 of 3 queries (0%)Instruction: how to do something: steps, a tutorial, a fixInstructionChatGPT real searches · Instruction: 1 of 3 queries (33%)33%Yes / no: a yes-or-no questionYes / noChatGPT real searches · Yes / no: 0 of 3 queries (0%)

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
FDA food allergen labeling restaurants menu requirements packaged foods FALCPA restaurant exemption major allergens sesame Google ↗
FDA Food Code 2022 food allergy awareness person in charge employee training allergen information Google ↗
Maryland food code allergen awareness restaurant requirements food allergy menu labeling Google ↗
8 cited sources
  1. Maryland Health - General Code Section 21-330.2 (2025) - Food Allergy Awareness Posting Requirement :: 2025 Maryland Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
  2. Chapter 03 Food Service Facilities · regs.maryland.gov
  3. 2022 FDA Food Code · www.fda.gov
  4. Addition to the 2022 Food Code - Sesame added as a Major Food Allergen · www.fda.gov
  5. Food Code 2022 · www.fda.gov
  6. Food allergy safety and restaurant resources · www.foodallergy.org
  7. FDA – Food Allergies · www.fda.gov
  8. FALCPA · www.fda.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FDA food allergen labeling restaurants menu requirements packaged foods FALCPA restaurant exemption major allergens sesame
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FDA Food Code 2022 food allergy awareness person in charge employee training allergen information
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Maryland food code allergen awareness restaurant requirements food allergy menu labeling
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
What are the legal requirements and restaurant industry standards for… — Query fan-out · queryfanout.com