Real ChatGPT answer · index seedov63bF2GgxMcompleteMarketing and advertising · AI search and generative engine optimizationcomparison

Is Ahrefs generative engine tracking actually worth the money for a small business owner who is trying to understand where their brand appears in AI answers?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Ahrefs generative engine tracking actually worth the money for a small business owner who is trying to understand where their brand appears in AI answers?
2 real searches · 1 real-search pass
Ahrefs Brand Radar AI visibility tracking pricing features 2026 small businessGoogle ↗
OBSERVEDOther / navigational
Ahrefs Brand Radar reviews limitations AI search tracking small businessGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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
Ahrefs Brand Radar AI visibility tracking pricing features 2026 small business Google ↗
Ahrefs Brand Radar reviews limitations AI search tracking small business Google ↗
  1. What is Brand Radar, and how to use it? · help.ahrefs.com
  2. Ahrefs Brand Radar: See ANY brand’s AI visibility · ahrefs.com
  3. Ahrefs Brand Radar review · techradar.com
  4. Ahrefs FAQ · ahrefscom-3b70.kxcdn.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs Brand Radar AI visibility tracking pricing features 2026 small business
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Ahrefs Brand Radar reviews limitations AI search tracking small business
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1