Real ChatGPT answer · index seed4BfYSlsVuw0completeMarketing and advertising · content marketingcomparison

Which tool is better for keyword research for my retirement hobby blog, Ahrefs or Ubersuggest, keeping in mind I do not have a massive marketing budget?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which tool is better for keyword research for my retirement hobby blog, Ahrefs or Ubersuggest, keeping in mind I do not have a massive marketing budget?
1 real search · 1 real-search pass
Ahrefs vs Ubersuggest keyword research pricing features 2026 plans free tools comparisonGoogle ↗
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
Ahrefs vs Ubersuggest keyword research pricing features 2026 plans free tools comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs vs Ubersuggest keyword research pricing features 2026 plans free tools comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1