Real ChatGPT answer · index seedfNTNbN9eYO0completeFood and restaurants · wine and spiritsinformational

What federal labeling regulations must craft distilleries follow before marketing a spirit as straight rye whiskey in interstate commerce.

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

The searches the AI actually ran for this prompt.

SEED QUERY
What federal labeling regulations must craft distilleries follow before marketing a spirit as straight rye whiskey in interstate commerce.
3 real searches · 1 real-search pass
TTB straight rye whiskey standard of identity 27 CFR 5.143 labeling COLA interstate commerceGoogle ↗
OBSERVEDOther / navigational
eCFR 27 CFR part 5 labeling distilled spirits certificate of label approval 5.55 5.63 age statement straight whiskeyGoogle ↗
OBSERVEDReason
TTB COLA requirements distilled spirits labels interstate commerce formula approval straight rye whiskeyGoogle ↗
OBSERVEDInstruction

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 factOther / navigational33%ComparisonConsequenceReason33%DefinitionInstruction33%Yes / no

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
TTB straight rye whiskey standard of identity 27 CFR 5.143 labeling COLA interstate commerce Google ↗
eCFR 27 CFR part 5 labeling distilled spirits certificate of label approval 5.55 5.63 age statement straight whiskey Google ↗
TTB COLA requirements distilled spirits labels interstate commerce formula approval straight rye whiskey Google ↗
  1. govinfo.gov · govinfo.gov
  2. § 5.73                    27 CFR Ch. I (4–1–22 Edition) · govinfo.gov
  3. 27 CFR Part 5 - LABELING AND ADVERTISING OF DISTILLED SPIRITS | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
  4. Which Alcohol Beverages Require Formula Approval? | TTB: Alcohol and Tobacco Tax and Trade Bureau · stg2.ttb.gov
  5. TTB Labeling and Formulation Approval · ttb.gov
  6. TTB Distilled Spirits Labeling · ttb.gov
  7. TTB Online Labeling Resources · ttb.gov
  8. 27 CFR § 5.21 - Requirement for certificates of label approval (COLAs) for distilled spirits bottled in the United States. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
  9. TTB Label Approval Basics | TTB: Alcohol and Tobacco Tax and Trade Bureau · ttb.gov
  10. 27 CFR § 5.63 - Mandatory label information. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
  11. Alcohol and Tobacco Tax and Trade Bureau, Treasury § 5.66 · govinfo.gov
  12. Distilled Spirits Labeling: Health Warning Statement | TTB: Alcohol and Tobacco Tax and Trade Bureau · stg2.ttb.gov
  13. 27 CFR § 16.22 - General requirements. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
  14. TTB Formula Approval Requirements · ttb.gov
  15. 27 CFR § 5.192 - Formula requirements. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
  16. Formulation – Alcohol Beverage Formula Approval | TTB: Alcohol and Tobacco Tax and Trade Bureau · ttb.gov
  17. 27 CFR § 5.3 - General requirements and prohibitions under the FAA Act. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
  18. Electronic Code of Federal Regulations, Title 27, Part 5 · ecfr.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TTB straight rye whiskey standard of identity 27 CFR 5.143 labeling COLA interstate commerce
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
eCFR 27 CFR part 5 labeling distilled spirits certificate of label approval 5.55 5.63 age statement straight whiskey
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
TTB COLA requirements distilled spirits labels interstate commerce formula approval straight rye whiskey
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1