Real ChatGPT answer · index seedw2m1VThXvnEcompleteMarketing and advertising · content marketingcomparison

Should we invest in Frase or SurferSEO for our content team today to speed up blog drafting and optimization before our audit tomorrow?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Should we invest in Frase or SurferSEO for our content team today to speed up blog drafting and optimization before our audit tomorrow?
3 real searches · 1 real-search pass
Frase vs Surfer SEO 2026 pricing features content optimization AI writing officialGoogle ↗
OBSERVEDComparison
site:frase.io/pricing Frase pricing features content briefs optimizationGoogle ↗
OBSERVEDOther / navigational
site:surferseo.com/pricing Surfer SEO pricing content editor featuresGoogle ↗
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 / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Frase vs Surfer SEO 2026 pricing features content optimization AI writing official Google ↗
site:frase.io/pricing Frase pricing features content briefs optimization Google ↗
site:surferseo.com/pricing Surfer SEO pricing content editor features Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Frase vs Surfer SEO 2026 pricing features content optimization AI writing official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site:frase.io/pricing Frase pricing features content briefs optimization
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:surferseo.com/pricing Surfer SEO pricing content editor features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1