Real ChatGPT answer · index seedxJBnyhAvBnUcompleteMarketing and advertising · affiliate marketinginformational

How do Ahrefs and Semrush compare in price versus features for keyword research when every dollar counts for my small business?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do Ahrefs and Semrush compare in price versus features for keyword research when every dollar counts for my small business?
2 real searches · 1 real-search pass
Ahrefs pricing plans 2026 Lite Standard keyword research limits officialGoogle ↗
OBSERVEDComparison
Semrush pricing plans 2026 Pro Guru keyword research limits officialGoogle ↗
OBSERVEDOther / navigational

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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Ahrefs pricing plans 2026 Lite Standard keyword research limits official Google ↗
Semrush pricing plans 2026 Pro Guru keyword research limits official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs pricing plans 2026 Lite Standard keyword research limits official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semrush pricing plans 2026 Pro Guru keyword research limits official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1