Which local Columbus businesses sell food-grade nitrogen tanks and hardware setups for serving cold brew on nitro tap at home?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which local Columbus businesses sell food-grade nitrogen tanks and hardware setups for serving cold brew on nitro tap at home?
8 real searches · 1 real-search pass
Columbus Ohio food grade nitrogen tank beverage gas supplier nitro cold brew equipment homebrew draft hardware retailGoogle ↗
OBSERVEDComparison
restaurant beverage gas suppliersGoogle ↗
OBSERVEDComparison
homebrew supply storesGoogle ↗
OBSERVEDComparison
draft beer equipment suppliersGoogle ↗
OBSERVEDComparison
nitrogen gas cylinder suppliersGoogle ↗
OBSERVEDComparison
AirgasGoogle ↗
OBSERVEDOther / navigational
Linde Welding Gas & Equipment CenterGoogle ↗
OBSERVEDOther / navigational
Columbus Brewing Company?Google ↗
OBSERVEDDefinition
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 (8)
Classes come from the query-classifier (a local Laya model). 8 of 8 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT8 real searches · gpt-6
Columbus Ohio food grade nitrogen tank beverage gas supplier nitro cold brew equipment homebrew draft hardware retail Google ↗
restaurant beverage gas suppliers Google ↗
homebrew supply stores Google ↗
draft beer equipment suppliers Google ↗
nitrogen gas cylinder suppliers Google ↗
Airgas Google ↗
Linde Welding Gas & Equipment Center Google ↗
Columbus Brewing Company? Google ↗
- Beverage and food-grade gases · centralohiowelding.com
- Buckeye BrewCraft · buckeyebrewcraft.com
- Columbus Airgas location · locations.airgas.com
- Wasserstrom · wasserstrom.com
- Multi-Flow Dispensers · multiflowdispensers.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
8 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Columbus Ohio food grade nitrogen tank beverage gas supplier nitro cold brew equipment homebrew draft hardware retail OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
restaurant beverage gas suppliers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
homebrew supply stores OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
draft beer equipment suppliers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
nitrogen gas cylinder suppliers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Airgas OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Linde Welding Gas & Equipment Center OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Columbus Brewing Company? OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |