Real ChatGPT answer · index seed3y2GS0HvdxEcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
Are Microsoft Copilot visibility tactics relying more on exact-match keywords or natural language context when selecting sources to cite
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are Microsoft Copilot visibility tactics relying more on exact-match keywords or natural language context when selecting sources to cite
2 real searches · 1 real-search pass
Microsoft Copilot how selects sources citations exact match keywords natural language context grounding search queries documentationGoogle ↗
OBSERVEDInstruction
Microsoft Copilot visibility optimization citations semantic relevance exact keywords source selection Bing grounding documentationGoogle ↗
OBSERVEDOther / navigational
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 how selects sources citations exact match keywords natural language context grounding search queries documentation Google ↗
Microsoft Copilot visibility optimization citations semantic relevance exact keywords source selection Bing grounding documentation Google ↗
- Microsoft Copilot Search · learn.microsoft.com
- Semantic indexing for Microsoft Copilot · learn.microsoft.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
- AI Performance · bing.com
- Webmaster Guidelines · bing.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Microsoft Copilot how selects sources citations exact match keywords natural language context grounding search queries documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Microsoft Copilot visibility optimization citations semantic relevance exact keywords source selection Bing grounding documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |