Real ChatGPT answer · index seedBlGupM39qM4completeMarketing and advertising · marketing agenciescomparison

what are the hidden fees when switching to ahrefs from semrush for improving seo agency retention this quarter

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
what are the hidden fees when switching to ahrefs from semrush for improving seo agency retention this quarter
3 real searches · 1 real-search pass
Ahrefs pricing plans 2026 additional user seats project limits credits tracked keywords officialGoogle ↗
OBSERVEDComparison
Semrush pricing plans 2026 additional user seats limits projects keyword tracking officialGoogle ↗
OBSERVEDComparison
Ahrefs vs Semrush agency migration costs reporting integrations API limits client retention SEO agencyGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Ahrefs pricing plans 2026 additional user seats project limits credits tracked keywords official Google ↗
Semrush pricing plans 2026 additional user seats limits projects keyword tracking official Google ↗
Ahrefs vs Semrush agency migration costs reporting integrations API limits client retention SEO agency Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs pricing plans 2026 additional user seats project limits credits tracked keywords official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semrush pricing plans 2026 additional user seats limits projects keyword tracking official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ahrefs vs Semrush agency migration costs reporting integrations API limits client retention SEO agency
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1