Real ChatGPT answer · index seedCYxk5jz6p7ocompleteMarketing and advertising · AI search and generative engine optimizationinformational

Is Ahrefs generative engine tracking worth the upgrade if we are already struggling to justify our current monthly SaaS expenses?

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 worth the upgrade if we are already struggling to justify our current monthly SaaS expenses?
2 real searches · 1 real-search pass
Ahrefs Brand Radar generative AI tracking pricing plans 2026 officialGoogle ↗
OBSERVEDOther / navigational
Ahrefs Brand Radar AI visibility tracking features pricing official documentationGoogle ↗
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
Ahrefs Brand Radar generative AI tracking pricing plans 2026 official Google ↗
Ahrefs Brand Radar AI visibility tracking features pricing official documentation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs Brand Radar generative AI tracking pricing plans 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Ahrefs Brand Radar AI visibility tracking features pricing official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1