Real ChatGPT answer · index seedWpo1LWB3IsscompleteMarketing and advertising · ad platformscomparison

We are trying to decide whether investing in SEMrush competitor keyword research tools is more cost effective than upgrading our Ahrefs subscription this quarter.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are trying to decide whether investing in SEMrush competitor keyword research tools is more cost effective than upgrading our Ahrefs subscription this quarter.
1 real search · 1 real-search pass
2026 SEMrush pricing plans competitor keyword research limits Ahrefs pricing plans keyword research limits officialGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026 SEMrush pricing plans competitor keyword research limits Ahrefs pricing plans keyword research limits official Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 SEMrush pricing plans competitor keyword research limits Ahrefs pricing plans keyword research limits official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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