Real ChatGPT answer · index seed2LFElmZAP3EcompleteMarketing and advertising · web analyticsinformational
How do I track where my newsletter subscribers are actually coming from using current attribution tools?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I track where my newsletter subscribers are actually coming from using current attribution tools?
4 real searches · 1 real-search pass
2026 newsletter subscriber acquisition attribution tools UTM source tracking Beehiiv Kit Mailchimp GA4 SparkLoop documentationGoogle ↗
OBSERVEDInstruction
Beehiiv acquisition source tracking subscriber attribution UTM analytics documentationGoogle ↗
OBSERVEDReason
Kit ConvertKit subscriber source tracking UTM parameters signup forms documentationGoogle ↗
OBSERVEDOther / navigational
Mailchimp signup source tracking UTM Google Analytics campaign tracking documentationGoogle ↗
OBSERVEDOther / navigational
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2026 newsletter subscriber acquisition attribution tools UTM source tracking Beehiiv Kit Mailchimp GA4 SparkLoop documentation Google ↗
Beehiiv acquisition source tracking subscriber attribution UTM analytics documentation Google ↗
Kit ConvertKit subscriber source tracking UTM parameters signup forms documentation Google ↗
Mailchimp signup source tracking UTM Google Analytics campaign tracking documentation Google ↗
- Google Analytics · analytics.google.com
- SparkLoop website · sparkloop.app
- Plausible website · plausible.io
- Know exactly what grows your list with attribution data · help.kit.com
- Understanding subscriber attribution from your website · beehiiv.com
- Subscriber attribution: how subscribers first found you · help.kit.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 newsletter subscriber acquisition attribution tools UTM source tracking Beehiiv Kit Mailchimp GA4 SparkLoop documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Beehiiv acquisition source tracking subscriber attribution UTM analytics documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Kit ConvertKit subscriber source tracking UTM parameters signup forms documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Mailchimp signup source tracking UTM Google Analytics campaign tracking documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |