Real ChatGPT answer · index seedvXLELxNxAW8completeMarketing and advertising · AI search and generative engine optimizationbrand
We keep losing organic traffic to AI overviews, so what predictive analytics tools can help us forecast search trends for next quarter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We keep losing organic traffic to AI overviews, so what predictive analytics tools can help us forecast search trends for next quarter?
3 real searches · 1 real-search pass
2026 predictive SEO tools search trend forecasting Semrush Trends Exploding Topics Ahrefs Google Trends capabilitiesGoogle ↗
OBSERVEDComparison
2026 AI search visibility tracking tools Profound Scrunch Otterly Semrush AI visibility featuresGoogle ↗
OBSERVEDOther / navigational
Google Search Console performance data API forecasting SEO demand seasonality documentationGoogle ↗
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 predictive SEO tools search trend forecasting Semrush Trends Exploding Topics Ahrefs Google Trends capabilities Google ↗
2026 AI search visibility tracking tools Profound Scrunch Otterly Semrush AI visibility features Google ↗
Google Search Console performance data API forecasting SEO demand seasonality documentation Google ↗
- How to forecast keyword search volume · help.ahrefs.com
- Ahrefs website · ahrefs.com
- Keyword & prompt trend monitoring for AI topical authority · searchengineland.com
- Exploding Topics website · explodingtopics.com
- Best AI search monitoring tools for 2026 · technologyadvice.com
- Best AI Mode SEO Tracking Tools in 2026: 8 Tools Compared · rankite.com
- Semrush website · semrush.com
- Google Trends · trends.google.com
- Best AI Visibility Tools in 2026: Prices and Features · digitaltatva.com
- Profound website · tryprofound.com
- AI Visibility Tools Compared: Trackers, Content Tools, Agencies and Full-Loop Software · citepoint.ai
- Otterly.AI website · otterly.ai
- Debug Google Search Traffic Drops | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 predictive SEO tools search trend forecasting Semrush Trends Exploding Topics Ahrefs Google Trends capabilities OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 AI search visibility tracking tools Profound Scrunch Otterly Semrush AI visibility features OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Console performance data API forecasting SEO demand seasonality documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |