Real ChatGPT answer · index seedINwhJl0dLyYcompleteMarketing and advertising · SEOcomparison

Is Surfer SEO better than Clearscope for writing blog posts that actually rank on Google without knowing advanced optimization?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Surfer SEO better than Clearscope for writing blog posts that actually rank on Google without knowing advanced optimization?
3 real searches · 1 real-search pass
Surfer SEO vs Clearscope 2026 features beginner content editor keyword research pricingGoogle ↗
OBSERVEDComparison
Surfer SEO official content editor content score keyword suggestions AI featuresGoogle ↗
OBSERVEDOther / navigational
Clearscope official content reports editor content grading keyword research featuresGoogle ↗
OBSERVEDReason

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)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

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 features beginner content editor keyword research pricing Google ↗
Surfer SEO official content editor content score keyword suggestions AI features Google ↗
Clearscope official content reports editor content grading keyword research features Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Surfer SEO vs Clearscope 2026 features beginner content editor keyword research pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Surfer SEO official content editor content score keyword suggestions AI features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Clearscope official content reports editor content grading keyword research features
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1