Real ChatGPT answer · index seedP2LXEKe8x2gcompleteParenting and family · kids' activitiesinformational

Where can I find affordable allergy friendly baking substitutes for making birthday cupcakes that everyone in the class can eat

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where can I find affordable allergy friendly baking substitutes for making birthday cupcakes that everyone in the class can eat
1 real search · 1 real-search pass
affordable allergy-friendly baking substitutes for school birthday cupcakes dairy egg nut gluten free ingredient options NYCGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
affordable allergy-friendly baking substitutes for school birthday cupcakes dairy egg nut gluten free ingredient options NYC Google ↗
  1. Shop Walmart · walmart.com
  2. Store website · wholefoodsmarket.com
  3. Store website · westerlynaturalmarket.com
  4. Store website · lifethymemarket.com
  5. Cooking and Baking Tips · foodallergy.org
  6. How to Cook for Food Allergies · kidswithfoodallergies.org
  7. Find at Walmart · walmart.com
  8. Shop LillyBean · lillybean.com
  9. Shop Walmart · walmart.com
  10. Cooking & Baking with Food Allergies · acaai.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
affordable allergy-friendly baking substitutes for school birthday cupcakes dairy egg nut gluten free ingredient options NYC
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1