Real ChatGPT answer · index seedJ7UU8TQFFy8completeMarketing and advertising · AI search and generative engine optimizationcommercial
Which marketing analytics platforms are best for measuring the ROI of traffic coming specifically from AI overview citations rather than traditional links?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which marketing analytics platforms are best for measuring the ROI of traffic coming specifically from AI overview citations rather than traditional links?
3 real searches · 1 real-search pass
analytics platforms track Google AI Overviews citation traffic referral attribution GA4 SEO tools 2026Google ↗
OBSERVEDReason
AI search analytics platforms AI Overview citations traffic conversions attribution Profound Peec AI Otterly 2026Google ↗
OBSERVEDOther / navigational
Google Search Console AI Overviews clicks reporting GA4 referral source AI overview 2026Google ↗
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
analytics platforms track Google AI Overviews citation traffic referral attribution GA4 SEO tools 2026 Google ↗
AI search analytics platforms AI Overview citations traffic conversions attribution Profound Peec AI Otterly 2026 Google ↗
Google Search Console AI Overviews clicks reporting GA4 referral source AI overview 2026 Google ↗
- Default channel group · support.google.com
- What are impressions, position, and clicks? · support.google.com
- AI traffic attribution with GA4 and Search Console · measure.co
- Google Search Console · search.google.com
- Generative AI performance report (Search) · support.google.com
- Measure website · measure.co
- 15 Best AI Search Visibility Tools (2026): Compared & Priced · measure.co
- Profound vs Peec AI vs Otterly vs Semrush AI Toolkit: Which AEO Tool Actually Tracks Citations? · austinheaton.com
- Peec AI vs Otterly vs Profound: which should you buy? · citelyzer.com
- Best AI search analytics tools for marketing teams · blog.hubspot.com
- Profound website · tryprofound.com
- Peec AI website · peec.ai
- Semrush website · semrush.com
- Otterly.AI website · otterly.ai
- What's new in Google Analytics · support.google.com
- AI Performance · bing.com
- Bing Webmaster Tools · bing.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
analytics platforms track Google AI Overviews citation traffic referral attribution GA4 SEO tools 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
AI search analytics platforms AI Overview citations traffic conversions attribution Profound Peec AI Otterly 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Console AI Overviews clicks reporting GA4 referral source AI overview 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |