Real ChatGPT answer · index seedyugfGkHRu18completeMarketing and advertising · AI search and generative engine optimizationcommercial
Which analytics platforms currently offer the most accurate attribution modeling for traffic coming from AI assistants like ChatGPT and Perplexity for a B2B client?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which analytics platforms currently offer the most accurate attribution modeling for traffic coming from AI assistants like ChatGPT and Perplexity for a B2B client?
5 real searches · 1 real-search pass
latest 2026 analytics attribution platforms tracking AI assistant referrals ChatGPT Perplexity B2BGoogle ↗
OBSERVEDComparison
2026 B2B analytics platforms AI referral traffic attribution ChatGPT Perplexity HockeyStack Dreamdata GA4 HubSpot featuresGoogle ↗
OBSERVEDReason
HockeyStack AI search attribution ChatGPT Perplexity referral tracking 2026Google ↗
OBSERVEDOther / navigational
Dreamdata AI traffic attribution ChatGPT Perplexity B2B analyticsGoogle ↗
OBSERVEDReason
Google Analytics 4 AI referral traffic source attribution limitations 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 (5)
Classes come from the query-classifier (a local Laya model). 4 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
latest 2026 analytics attribution platforms tracking AI assistant referrals ChatGPT Perplexity B2B Google ↗
2026 B2B analytics platforms AI referral traffic attribution ChatGPT Perplexity HockeyStack Dreamdata GA4 HubSpot features Google ↗
HockeyStack AI search attribution ChatGPT Perplexity referral tracking 2026 Google ↗
Dreamdata AI traffic attribution ChatGPT Perplexity B2B analytics Google ↗
Google Analytics 4 AI referral traffic source attribution limitations 2026 Google ↗
- AI GTM - B2B Revenue Data Intelligence Platform · hockeystack.com
- Best AI Search Attribution Platforms, Compared (2026) · petralabs.com
- Dreamdata website · dreamdata.io
- Referrer type · experienceleague.adobe.com
- Use derived fields to report on LLM and AI-generated traffic · experienceleague.adobe.com
- Analyze traffic from AI chatbots · experienceleague.adobe.com
- Adobe Analytics website · business.adobe.com
- AEO insights: Building an informed answer engine strategy · blog.hubspot.com
- Prompt tracking for AEO: A guide for marketing teams · blog.hubspot.com
- HubSpot website · hubspot.com
- How to track and analyse traffic from AI Assistants (like ChatGPT) in Matomo reports FAQ - Analytics Platform · matomo.org
- What are AI Assistants in Matomo FAQ - Analytics Platform · matomo.org
- Website AI traffic analytics Software · matomo.org
- Matomo website · matomo.org
- Custom channel groups · support.google.com
- Tracking Referral Traffic from ChatGPT, Claude and Perplexity · terminusapp.com
- Google Analytics website · analytics.google.com
- We analyzed 15.4 million B2B SaaS sessions. Here’s what we found about AI referrals · usermaven.com
- Petra Labs · petralabs.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
latest 2026 analytics attribution platforms tracking AI assistant referrals ChatGPT Perplexity B2B OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 B2B analytics platforms AI referral traffic attribution ChatGPT Perplexity HockeyStack Dreamdata GA4 HubSpot features OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
HockeyStack AI search attribution ChatGPT Perplexity referral tracking 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Dreamdata AI traffic attribution ChatGPT Perplexity B2B analytics OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Analytics 4 AI referral traffic source attribution limitations 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |