Real ChatGPT answer · index seedTjRViBN0IlIcompleteMarketing and advertising · AI search and generative engine optimizationbrand
What do digital marketers mean when they talk about brand visibility inside Microsoft Copilot and ChatGPT search results
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do digital marketers mean when they talk about brand visibility inside Microsoft Copilot and ChatGPT search results
3 real searches · 1 real-search pass
Microsoft Copilot search answers brand visibility citations web sources official documentation publishers Copilot search 2026Google ↗
OBSERVEDOther / navigational
ChatGPT search how sources citations work official OpenAI search documentation 2026Google ↗
OBSERVEDInstruction
Generative engine optimization brand visibility measurement mentions citations share of voice AI searchGoogle ↗
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 (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
Microsoft Copilot search answers brand visibility citations web sources official documentation publishers Copilot search 2026 Google ↗
ChatGPT search how sources citations work official OpenAI search documentation 2026 Google ↗
Generative engine optimization brand visibility measurement mentions citations share of voice AI search Google ↗
- Searching the web with ChatGPT · help.openai.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
- Improve your brand visibility in AI search engines. · business.adobe.com
- How to Measure AI Visibility · yext.com
- Explaining AI visibility · ppc.land
- Microsoft Copilot Search · learn.microsoft.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Microsoft Copilot search answers brand visibility citations web sources official documentation publishers Copilot search 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
ChatGPT search how sources citations work official OpenAI search documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Generative engine optimization brand visibility measurement mentions citations share of voice AI search OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |