Real ChatGPT answer · index seedUIJ1D9GSH4AcompleteMarketing and advertising · AI search and generative engine optimizationbrand
What specific tactics are brands using to get cited inside Microsoft Copilot search results for competitive software keywords this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific tactics are brands using to get cited inside Microsoft Copilot search results for competitive software keywords this year?
3 real searches · 1 real-search pass
Microsoft Copilot search citations SEO tactics 2026 software keywords brands cited case studiesGoogle ↗
OBSERVEDReason
Copilot search optimization 2026 Bing citations generative engine optimization B2B SaaS competitive keywordsGoogle ↗
OBSERVEDComparison
Microsoft Copilot search results sources citations Bing Webmaster guidelines AI search 2026Google ↗
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 citations SEO tactics 2026 software keywords brands cited case studies Google ↗
Copilot search optimization 2026 Bing citations generative engine optimization B2B SaaS competitive keywords Google ↗
Microsoft Copilot search results sources citations Bing Webmaster guidelines AI search 2026 Google ↗
- How web search works in Microsoft Copilot Chat and agents · support.microsoft.com
- Webmaster Guidelines · bing.com
- AI Search Citation Study: What Copilot Cites in B2B · provena-ai.com
- Introducing AI Performance in Bing Webmaster Tools Public Preview · blogs.bing.com
- New AI Visibility Insights in Bing Webmaster Tools: Intents, Topics, Citation Share, Compare · blogs.bing.com
- AI Performance · bing.com
- Microsoft Copilot Citations Study 2026: 328,700 Citations · lilachbullock.com
- Bing Webmaster Tools · bing.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Microsoft Copilot search citations SEO tactics 2026 software keywords brands cited case studies OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Copilot search optimization 2026 Bing citations generative engine optimization B2B SaaS competitive keywords OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Microsoft Copilot search results sources citations Bing Webmaster guidelines AI search 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |