Real ChatGPT answer · index seeditel9e95WD8completeMarketing and advertising · marketing agenciesinformational
Which keyword research tool has more reliable local search data right now, SEMrush or Ahrefs, based on recent reviews?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which keyword research tool has more reliable local search data right now, SEMrush or Ahrefs, based on recent reviews?
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 1 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
SEMrush vs Ahrefs local SEO keyword research data accuracy recent reviews 2026 local search volume keyword data comparison Google ↗
SEMrush vs Ahrefs local keyword research local search volume accuracy reviews 2025 2026 Google ↗
- Ahrefs vs Semrush: Which Is More Accurate for Organic Keywords? · inetventures.com
- Semrush vs Ahrefs (October 2026): What the Data Says · geotoolbox.ai
- Assessing discrepancies across SEO tools in the collection of scholarly web metrics - Cristina I. Font-Julian, Carlos Lopezosa, Enrique Orduña-Malea, Isidro F. Aguillo, 2026 · journals.sagepub.com
- SEMrush website · semrush.com
- Ahrefs website · ahrefs.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SEMrush vs Ahrefs local SEO keyword research data accuracy recent reviews 2026 local search volume keyword data comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
SEMrush vs Ahrefs local keyword research local search volume accuracy reviews 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |