How do I do keyword research for a niche blog when search volume data on google keyword planner seems super outdated or inaccurate?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I do keyword research for a niche blog when search volume data on google keyword planner seems super outdated or inaccurate?
3 real searches · 1 real-search pass
Google Search Central SEO keyword research search intent people also ask Search Console performance documentationGoogle ↗
OBSERVEDReason
Google Trends understand search interest relative values official helpGoogle ↗
OBSERVEDReason
Ahrefs keyword research search volume limitations clickstream estimates keyword difficulty SERP analysisGoogle ↗
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
Google Search Central SEO keyword research search intent people also ask Search Console performance documentation Google ↗
Google Trends understand search interest relative values official help Google ↗
Ahrefs keyword research search volume limitations clickstream estimates keyword difficulty SERP analysis Google ↗
- Ahrefs website · ahrefs.com
- Semrush website · semrush.com
- Ubersuggest website · neilpatel.com
- Search Console · search.google.com
- Google Trends · trends.google.com
- FAQ about Google Trends data · support.google.com
- Get started with Google Trends | Google Search Central | Documentation | Google for Developers · developers.google.com
- How accurate is keyword search volume in Ahrefs? · help.ahrefs.com
- Keyword Research: The Beginner’s Guide by Ahrefs · ahrefs.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central SEO keyword research search intent people also ask Search Console performance documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Trends understand search interest relative values official help OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ahrefs keyword research search volume limitations clickstream estimates keyword difficulty SERP analysis OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |