Real ChatGPT answer · index seedmhy7PaQWAJ8completeMarketing and advertising · SEOcomparison

How do the pricing models of major SEO software suites compare when you only need them for basic blog keyword research and nothing else?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do the pricing models of major SEO software suites compare when you only need them for basic blog keyword research and nothing else?
1 real search · 1 real-search pass
2026 SEO software pricing Semrush Ahrefs Moz Pro SE Ranking Mangools Ubersuggest keyword research plans pricingGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2026 SEO software pricing Semrush Ahrefs Moz Pro SE Ranking Mangools Ubersuggest keyword research plans pricing Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 SEO software pricing Semrush Ahrefs Moz Pro SE Ranking Mangools Ubersuggest keyword research plans pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1