Real ChatGPT answer · index seed0CD9cf96zL8completeFood and restaurants · grocery shoppinginformational

Can you explain how milk expiration dates are regulated in the US and whether it is safe to use expired milk for baking in my bakery?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain how milk expiration dates are regulated in the US and whether it is safe to use expired milk for baking in my bakery?
3 real searches · 1 real-search pass
FDA food product dating milk sell by use by dates federal requirements state laws pasteurized milk ordinanceGoogle ↗
OBSERVED
Georgia milk expiration date labeling regulation Grade A milk date marking food service bakery Georgia food codeGoogle ↗
OBSERVED
FDA Food Code date marking time temperature control for safety food prepared refrigerated 7 days 41 F bakeryGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
FDA food product dating milk sell by use by dates federal requirements state laws pasteurized milk ordinance Google ↗
Georgia milk expiration date labeling regulation Grade A milk date marking food service bakery Georgia food code Google ↗
FDA Food Code date marking time temperature control for safety food prepared refrigerated 7 days 41 F bakery Google ↗
  1. GA R&R - GAC · rules.sos.ga.gov
  2. Food Expiration Dates · agr.ga.gov
  3. GA R&R - GAC · rules.sos.ga.gov
  4. Georgia Food Service Interpretation Manual · dph.georgia.gov
  5. Is the dating of shelf-stable foods required by federal law? · ask.fsis.usda.gov
  6. FDA Food Code · fda.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FDA food product dating milk sell by use by dates federal requirements state laws pasteurized milk ordinance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Georgia milk expiration date labeling regulation Grade A milk date marking food service bakery Georgia food code
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FDA Food Code date marking time temperature control for safety food prepared refrigerated 7 days 41 F bakery
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1