Real ChatGPT answer · index seedyyoOQxBH2zEcompleteMarketing and advertising · SEOcomparison

Can you compare Surfer SEO and Clearscope to see which AI content writing assistant actually helps pages rank better on Google right now?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Surfer SEO and Clearscope to see which AI content writing assistant actually helps pages rank better on Google right now?
3 real searches · 1 real-search pass
Surfer SEO vs Clearscope 2026 comparison ranking results independent tests features pricing AI content editorGoogle ↗
OBSERVEDComparison
Surfer SEO Clearscope case study organic traffic ranking improvements content optimization studyGoogle ↗
OBSERVEDReason
Google Search Central AI-generated content guidance helpful content ranking systems 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)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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 comparison ranking results independent tests features pricing AI content editor Google ↗
Surfer SEO Clearscope case study organic traffic ranking improvements content optimization study Google ↗
Google Search Central AI-generated content guidance helpful content ranking systems 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Surfer SEO vs Clearscope 2026 comparison ranking results independent tests features pricing AI content editor
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Surfer SEO Clearscope case study organic traffic ranking improvements content optimization study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Search Central AI-generated content guidance helpful content ranking systems 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1