Real ChatGPT answer · index seedL1Ek1ydPBBQcompleteMarketing and advertising · content marketingcomparison

Evaluate the ROI of using Clearscope versus Surfer SEO when auditing and rewriting old blog posts for our SaaS startup.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate the ROI of using Clearscope versus Surfer SEO when auditing and rewriting old blog posts for our SaaS startup.
2 real searches · 1 real-search pass
Clearscope pricing Surfer SEO pricing 2026 plans content optimizationGoogle ↗
OBSERVEDComparison
Clearscope vs Surfer SEO features content optimization existing articles audit workflow pricingGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
Clearscope pricing Surfer SEO pricing 2026 plans content optimization Google ↗
Clearscope vs Surfer SEO features content optimization existing articles audit workflow pricing Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Clearscope pricing Surfer SEO pricing 2026 plans content optimization
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Clearscope vs Surfer SEO features content optimization existing articles audit workflow pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1