Real ChatGPT answer · index seedWXSUykRmcr8completeMarketing and advertising · AI search and generative engine optimizationcomparison
Is MarketMuse better than Frase for creating content that generative engines will actually cite as a primary source?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is MarketMuse better than Frase for creating content that generative engines will actually cite as a primary source?
3 real searches · 1 real-search pass
MarketMuse official features content research topic modeling content briefs optimization AI search citations generative engines 2026Google ↗
OBSERVEDOther / navigational
Frase official features AI search optimization GEO citations content optimization 2026Google ↗
OBSERVEDOther / navigational
MarketMuse vs Frase comparison AI search visibility citations primary sourcesGoogle ↗
OBSERVEDComparison
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). 2 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
MarketMuse official features content research topic modeling content briefs optimization AI search citations generative engines 2026 Google ↗
Frase official features AI search optimization GEO citations content optimization 2026 Google ↗
MarketMuse vs Frase comparison AI search visibility citations primary sources Google ↗
- MarketMuse Alternative for AI Search Visibility | Frase · frase.io
- Pricing · marketmuse.com
- MarketMuse Help Center · help.marketmuse.com
- MarketMuse Help Center · help.marketmuse.com
- How MarketMuse Determines Related Topics · docs.marketmuse.com
- MarketMuse vs Frase · blog.marketmuse.com
- Overview of OpenAI Crawlers · developers.openai.com
- Publishers and Developers - FAQ · help.openai.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google Search's Guidance on Generative AI Content on Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
MarketMuse official features content research topic modeling content briefs optimization AI search citations generative engines 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Frase official features AI search optimization GEO citations content optimization 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
MarketMuse vs Frase comparison AI search visibility citations primary sources OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |