Real ChatGPT answer · index seedN11meseb8RAcompleteMarketing and advertising · AI search and generative engine optimizationbrand
Are there any reliable open-source alternatives to enterprise tools like BrightEdge for tracking AI referral sources?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any reliable open-source alternatives to enterprise tools like BrightEdge for tracking AI referral sources?
3 real searches · 1 real-search pass
open source analytics track AI search referrals ChatGPT Perplexity Claude referrer Matomo Umami Plausible 2026Google ↗
OBSERVEDComparison
GitHub open source AI referral traffic analytics dashboard ChatGPT referralsGoogle ↗
OBSERVEDReason
Matomo AI chatbot referral sources tracking documentation referrerGoogle ↗
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
open source analytics track AI search referrals ChatGPT Perplexity Claude referrer Matomo Umami Plausible 2026 Google ↗
GitHub open source AI referral traffic analytics dashboard ChatGPT referrals Google ↗
Matomo AI chatbot referral sources tracking documentation referrer Google ↗
- How to track and analyse traffic from AI Assistants (like ChatGPT) in Matomo reports FAQ - Analytics Platform · matomo.org
- Website AI traffic analytics Software · matomo.org
- What are AI Assistants in Matomo FAQ - Analytics Platform · matomo.org
- Official website · matomo.org
- GitHub · github.com
- Official website · umami.is
- GitHub · github.com
- Official website · posthog.com
- GitHub · github.com
- GitHub repository · github.com
- GitHub repository · github.com
- Tracking Referral Traffic from ChatGPT, Claude and Perplexity · terminusapp.com
- AI Traffic Analytics: Track AI Referrals in GA4 · honeyb.ai
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source analytics track AI search referrals ChatGPT Perplexity Claude referrer Matomo Umami Plausible 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
GitHub open source AI referral traffic analytics dashboard ChatGPT referrals OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Matomo AI chatbot referral sources tracking documentation referrer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |