Which budget SEO tools actually deliver accurate data for a B2B SaaS keyword strategy instead of just giving inflated search numbers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which budget SEO tools actually deliver accurate data for a B2B SaaS keyword strategy instead of just giving inflated search numbers?
4 real searches · 1 real-search pass
budget SEO keyword research tools accuracy search volume Google Keyword Planner Ahrefs Semrush Mangools LowFruits Keyword Insights 2026 B2B SaaSGoogle ↗
OBSERVEDComparison
Google Ads Keyword Planner average monthly searches definition close variants search volume methodology officialGoogle ↗
OBSERVEDReason
Ahrefs search volume data methodology clickstream Google Keyword Planner officialGoogle ↗
OBSERVEDOther / navigational
Semrush keyword volume data methodology officialGoogle ↗
OBSERVEDOther / navigational
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)
Classes come from the query-classifier (a local Laya model). 4 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
budget SEO keyword research tools accuracy search volume Google Keyword Planner Ahrefs Semrush Mangools LowFruits Keyword Insights 2026 B2B SaaS Google ↗
Google Ads Keyword Planner average monthly searches definition close variants search volume methodology official Google ↗
Ahrefs search volume data methodology clickstream Google Keyword Planner official Google ↗
Semrush keyword volume data methodology official Google ↗
- How accurate is keyword search volume in Ahrefs? · help.ahrefs.com
- Why don't the organic traffic numbers reported by Ahrefs match those I see in Google Analytics or GSC? · help.ahrefs.com
- SEO Keyword Research · enterprise.semrush.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
budget SEO keyword research tools accuracy search volume Google Keyword Planner Ahrefs Semrush Mangools LowFruits Keyword Insights 2026 B2B SaaS OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google Ads Keyword Planner average monthly searches definition close variants search volume methodology official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ahrefs search volume data methodology clickstream Google Keyword Planner official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Semrush keyword volume data methodology official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |