Real ChatGPT answer · index seedjRxSTYA0aSMcompleteMarketing and advertising · affiliate marketingbrand
Should I buy Ahrefs or Semrush for keyword research when I have never done SEO before in my life?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I buy Ahrefs or Semrush for keyword research when I have never done SEO before in my life?
1 real search · 1 real-search pass
Ahrefs vs Semrush 2026 keyword research beginner features pricing free tools comparisonGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
Ahrefs vs Semrush 2026 keyword research beginner features pricing free tools comparison Google ↗
- Ahrefs vs Semrush: Which Is Better for Keyword Research? (2026) · keywordtool.net
- Ahrefs vs Semrush in 2026: a real-world comparison · kumaseo.com
- Semrush vs Ahrefs: the honest comparison · seoluma.com