Real ChatGPT answer · index seedALvyxu3IzEUcompleteMarketing and advertising · SEObrand

Can you compare the pros and cons of using Surfer SEO versus Clearscope for optimizing my new affiliate marketing articles

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the pros and cons of using Surfer SEO versus Clearscope for optimizing my new affiliate marketing articles
2 real searches · 1 real-search pass
Surfer SEO official pricing features content editor keyword research audit 2026Google ↗
OBSERVEDOther / navigational
Clearscope official pricing features content reports keyword discovery content optimization 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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Surfer SEO official pricing features content editor keyword research audit 2026 Google ↗
Clearscope official pricing features content reports keyword discovery content optimization 2026 Google ↗
  1. Official website · surferseo.com
  2. Positive Surfer · surfer.ai
  3. Getting Started with Audit · docs.surferseo.com
  4. Surfer vs Clearscope: Features and Pricing Compared (2026) · surfer.ai
  5. Official website · clearscope.io
  6. Plans & Pricing · clearscope.io

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Surfer SEO official pricing features content editor keyword research audit 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Clearscope official pricing features content reports keyword discovery content optimization 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1