Real ChatGPT answer · index seedNGoIQKgYRbscompleteMarketing and advertising · content marketingcomparison

Can you compare the hidden costs of Ahrefs and Semrush for a small agency trying to fix site audit errors on a tight budget?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the hidden costs of Ahrefs and Semrush for a small agency trying to fix site audit errors on a tight budget?
2 real searches · 1 real-search pass
Ahrefs pricing plans 2026 Site Audit crawl credits project limits officialGoogle ↗
OBSERVEDComparison
Semrush pricing plans 2026 Site Audit crawl pages limits add-ons officialGoogle ↗
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 (2)
Short factOther / navigationalComparison100%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 Site Audit crawl credits project limits official Google ↗
Semrush pricing plans 2026 Site Audit crawl pages limits add-ons official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs pricing plans 2026 Site Audit crawl credits project limits official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semrush pricing plans 2026 Site Audit crawl pages limits add-ons official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1