Real ChatGPT answer · index seed5ysUfDih9VccompleteMarketing and advertising · SEOinformational

Can you give me a budget-friendly comparison of Semrush and Ahrefs data accuracy for local search volume and keyword difficulty metrics?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you give me a budget-friendly comparison of Semrush and Ahrefs data accuracy for local search volume and keyword difficulty metrics?
4 real searches · 1 real-search pass
Semrush vs Ahrefs local keyword volume accuracy keyword difficulty comparison study local search volumeGoogle ↗
OBSERVEDComparison
Semrush keyword difficulty metric methodology Ahrefs keyword difficulty methodology officialGoogle ↗
OBSERVEDReason
Semrush local keyword volume database city zip code local SEO volume officialGoogle ↗
OBSERVEDReason
Ahrefs local keyword search volume country city local SEO volume officialGoogle ↗
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 (4)
Short factOther / navigationalComparison25%ConsequenceReason75%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Semrush vs Ahrefs local keyword volume accuracy keyword difficulty comparison study local search volume Google ↗
Semrush keyword difficulty metric methodology Ahrefs keyword difficulty methodology official Google ↗
Semrush local keyword volume database city zip code local SEO volume official Google ↗
Ahrefs local keyword search volume country city local SEO volume official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Semrush vs Ahrefs local keyword volume accuracy keyword difficulty comparison study local search volume
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semrush keyword difficulty metric methodology Ahrefs keyword difficulty methodology official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Semrush local keyword volume database city zip code local SEO volume official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Ahrefs local keyword search volume country city local SEO volume official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1