Real ChatGPT answer · index seedLgyKIKqoBzocompleteMarketing and advertising · affiliate marketingbrand

Are there cheaper keyword research tools than Ahrefs and Semrush that smaller affiliate marketers are switching to this year?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there cheaper keyword research tools than Ahrefs and Semrush that smaller affiliate marketers are switching to this year?
1 real search · 1 real-search pass
cheaper Ahrefs Semrush alternatives affiliate marketers keyword research tools 2026 pricing LowFruits Keysearch SE Ranking MangoolsGoogle ↗
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
cheaper Ahrefs Semrush alternatives affiliate marketers keyword research tools 2026 pricing LowFruits Keysearch SE Ranking Mangools Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
cheaper Ahrefs Semrush alternatives affiliate marketers keyword research tools 2026 pricing LowFruits Keysearch SE Ranking Mangools
OBSERVED
Google ↗
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