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Can you troubleshoot why our SEO client retention rate went down after we switched our primary keyword tracking tool from Ahrefs to SEMrush

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you troubleshoot why our SEO client retention rate went down after we switched our primary keyword tracking tool from Ahrefs to SEMrush
2 real searches · 1 real-search pass
Ahrefs vs Semrush rank tracking differences location database update frequency historical rankings reporting official documentationGoogle ↗
OBSERVEDComparison
SEO agency client retention reporting perceived value keyword ranking fluctuations churn researchGoogle ↗
OBSERVEDConsequence

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 / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / 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 vs Semrush rank tracking differences location database update frequency historical rankings reporting official documentation Google ↗
SEO agency client retention reporting perceived value keyword ranking fluctuations churn research Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs vs Semrush rank tracking differences location database update frequency historical rankings reporting official documentation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SEO agency client retention reporting perceived value keyword ranking fluctuations churn research
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1