Real ChatGPT answer · index seeduijmF7dLk1QcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
How does Microsoft Copilot visibility compare to standard Google search rankings for a small local bakery?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does Microsoft Copilot visibility compare to standard Google search rankings for a small local bakery?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Microsoft Copilot search answers web grounding Bing index local business recommendations visibility official documentation 2026 Google ↗
Google local ranking factors relevance distance prominence Business Profile official help Google ↗
- Tips to improve your local ranking on Google · support.google.com
- How web search works in Microsoft Copilot Chat and agents · support.microsoft.com
- Data, privacy, and security for web search in Microsoft Copilot and Microsoft Copilot Chat · learn.microsoft.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Microsoft Copilot search answers web grounding Bing index local business recommendations visibility official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google local ranking factors relevance distance prominence Business Profile official help OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |