Real ChatGPT answer · index seed3IHRYWatpUgcompleteMarketing and advertising · marketing agenciescomparison

Looking at SEMrush versus Ahrefs features, which one gives better keyword data for small local service businesses right now?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at SEMrush versus Ahrefs features, which one gives better keyword data for small local service businesses right now?
1 real search · 1 real-search pass
SEMrush vs Ahrefs keyword research local SEO features pricing 2026 local service businessesGoogle ↗
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
SEMrush vs Ahrefs keyword research local SEO features pricing 2026 local service businesses Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SEMrush vs Ahrefs keyword research local SEO features pricing 2026 local service businesses
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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