Real ChatGPT answer · index seed6o7dUjJsQkwcompleteMarketing and advertising · affiliate marketingcommercial
Which of the major keyword research tools gives more accurate search volume estimates for US based affiliate marketers?
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The searches the AI actually ran for this prompt.
SEED QUERY
Which of the major keyword research tools gives more accurate search volume estimates for US based affiliate marketers?
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). 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
keyword research tools search volume accuracy comparison Ahrefs Semrush Google Keyword Planner US study 2025 Google ↗
Ahrefs search volume accuracy Google Keyword Planner Semrush methodology clickstream US keyword volume estimates Google ↗
- How accurate is keyword search volume in Ahrefs? · help.ahrefs.com
- Ahrefs’ Keyword Data: More Coverage, Accuracy, and Utility Than Ever Before · ahrefs.com
- 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
- Keyword Volume: Google vs. Semrush vs. Ahrefs · practicalecommerce.com
- GSC vs. GKP: Comparing Search Volumes for 72k Keywords [A Study by Ahrefs] · ahrefs.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
keyword research tools search volume accuracy comparison Ahrefs Semrush Google Keyword Planner US study 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Ahrefs search volume accuracy Google Keyword Planner Semrush methodology clickstream US keyword volume estimates OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |