How do I accurately calculate the caffeine milligrams per ounce for our signature cold brew recipe so we can comply with upcoming FDA labeling guidelines?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I accurately calculate the caffeine milligrams per ounce for our signature cold brew recipe so we can comply with upcoming FDA labeling guidelines?
3 real searches · 1 real-search pass
FDA caffeine labeling requirements packaged cold brew coffee caffeine content labeling 2026 guidanceGoogle ↗
OBSERVEDReason
FDA food labeling caffeine declaration voluntary caffeine content claims analytical testing coffee beveragesGoogle ↗
OBSERVEDReason
FDA guidance highly caffeinated products caffeine labeling coffee beverage nutrition factsGoogle ↗
OBSERVEDShort fact
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)
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 caffeine labeling requirements packaged cold brew coffee caffeine content labeling 2026 guidance Google ↗
FDA food labeling caffeine declaration voluntary caffeine content claims analytical testing coffee beverages Google ↗
FDA guidance highly caffeinated products caffeine labeling coffee beverage nutrition facts Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FDA caffeine labeling requirements packaged cold brew coffee caffeine content labeling 2026 guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FDA food labeling caffeine declaration voluntary caffeine content claims analytical testing coffee beverages OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FDA guidance highly caffeinated products caffeine labeling coffee beverage nutrition facts OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |