Real ChatGPT answer · index seedS3szG5tGNuMcompleteMarketing and advertising · marketing agenciescommercial
Which keyword research tool has more accurate local search volume data right now, SEMrush or Ahrefs, for a marketing agency focusing on service area businesses?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which keyword research tool has more accurate local search volume data right now, SEMrush or Ahrefs, for a marketing agency focusing on service area businesses?
3 real searches · 1 real-search pass
SEMrush vs Ahrefs local keyword search volume accuracy city level geographic data 2026Google ↗
OBSERVEDOther / navigational
SEMrush keyword overview volume database location city level local SEO keyword research limitationsGoogle ↗
OBSERVEDReason
Ahrefs keywords explorer search volume location city level local keyword data accuracyGoogle ↗
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)
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
SEMrush vs Ahrefs local keyword search volume accuracy city level geographic data 2026 Google ↗
SEMrush keyword overview volume database location city level local SEO keyword research limitations Google ↗
Ahrefs keywords explorer search volume location city level local keyword data accuracy Google ↗
- What is Keyword Overview? · semrush.com
- How to Track Local SEO for Multiple Locations with Semrush · semrush.com
- Local SEO: The Complete Guide · ahrefs.com
- Keyword and search traffic metrics · ahrefs.com
- How accurate is keyword search volume in Ahrefs? · help.ahrefs.com
- SEO Keyword Research · enterprise.semrush.com
- Do SEO Tools Report Real Search Volume? Three Vendors Against SERP Reality · shifter.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SEMrush vs Ahrefs local keyword search volume accuracy city level geographic data 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
SEMrush keyword overview volume database location city level local SEO keyword research limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ahrefs keywords explorer search volume location city level local keyword data accuracy OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |