Real ChatGPT answer · index seedjLQ7kQbXPuscompleteMarketing and advertising · AI search and generative engine optimizationcommercial
What are the best predictive search analytics tools for forecasting which keywords will matter most in AI search engines over the next six months?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best predictive search analytics tools for forecasting which keywords will matter most in AI search engines over the next six months?
3 real searches · 1 real-search pass
2026 AI search analytics tools keyword forecasting predictive search trends platformsGoogle ↗
OBSERVEDOther / navigational
best predictive SEO keyword research tools 2026 keyword forecasting trends Semrush Ahrefs Similarweb Exploding TopicsGoogle ↗
OBSERVEDComparison
AI search analytics platforms 2026 ChatGPT Perplexity Gemini visibility tracking Profound Peec AI ScrunchGoogle ↗
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
2026 AI search analytics tools keyword forecasting predictive search trends platforms Google ↗
best predictive SEO keyword research tools 2026 keyword forecasting trends Semrush Ahrefs Similarweb Exploding Topics Google ↗
AI search analytics platforms 2026 ChatGPT Perplexity Gemini visibility tracking Profound Peec AI Scrunch Google ↗
- AI Trend Analyzer · support.similarweb.com
- Similarweb website · similarweb.com
- Semrush One: Win Every Search, From SEO to AI Discovery · semrush.com
- Best AI search monitoring tools for 2026 · technologyadvice.com
- The 13 Best AI Search Analytics Tools in 2026 · slatehq.com
- Profound website · tryprofound.com
- Ahrefs website · ahrefs.com
- Peec AI website · peec.ai
- Exploding Topics website · explodingtopics.com
- AI Search Sensor · hubspot.com
- Explore HubSpot AI Search Sensor · hubspot.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 AI search analytics tools keyword forecasting predictive search trends platforms OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
best predictive SEO keyword research tools 2026 keyword forecasting trends Semrush Ahrefs Similarweb Exploding Topics OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AI search analytics platforms 2026 ChatGPT Perplexity Gemini visibility tracking Profound Peec AI Scrunch OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |