Real ChatGPT answer · index seed8cHnmpay01QcompleteMarketing and advertising · content marketingcomparison
Is Surfer SEO better than Clearscope for optimizing content to rank well against AI search engines this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Surfer SEO better than Clearscope for optimizing content to rank well against AI search engines this year?
3 real searches · 1 real-search pass
Surfer SEO vs Clearscope 2026 AI search optimization features AI Overviews ChatGPT citations comparisonGoogle ↗
OBSERVEDComparison
Surfer SEO official features AI search optimization AI tracker 2026Google ↗
OBSERVEDOther / navigational
Clearscope official features AI search optimization 2026 content reportsGoogle ↗
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). 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
Surfer SEO vs Clearscope 2026 AI search optimization features AI Overviews ChatGPT citations comparison Google ↗
Surfer SEO official features AI search optimization AI tracker 2026 Google ↗
Clearscope official features AI search optimization 2026 content reports Google ↗
- Surfer SEO · surfer.ai
- AI Tracker · docs.surferseo.com
- Surfer Dashboard Explained · docs.surferseo.com
- AI Search Analytics · docs.surferseo.com
- Clearscope · clearscope.io
- Clearscope review: A well-rounded SEO optimization tool for business use · techradar.com
- Surfer vs Clearscope: Features and Pricing Compared (2026) · surfer.ai
- Positive Surfer · surfer.ai
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Surfer SEO vs Clearscope 2026 AI search optimization features AI Overviews ChatGPT citations comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Surfer SEO official features AI search optimization AI tracker 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Clearscope official features AI search optimization 2026 content reports OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |