Real ChatGPT answer · index seedpH3uqvcMyJ0completeMarketing and advertising · content marketingcommercial

Which newsletter tools currently offer the best referral programs to help small business publishers scale their subscriber lists quickly?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which newsletter tools currently offer the best referral programs to help small business publishers scale their subscriber lists quickly?
4 real searches · 1 real-search pass
Best newsletter platforms built-in referral program SparkLoop beehiiv Kit Ghost Substack features pricing 2026Google ↗
OBSERVEDComparison
beehiiv referral program rewards automations pricing official 2026Google ↗
OBSERVEDOther / navigational
Kit newsletter referral program recommendations feature official 2026Google ↗
OBSERVEDOther / navigational
SparkLoop newsletter referral program features pricing official 2026Google ↗
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)
Short factOther / navigational75%Comparison25%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Best newsletter platforms built-in referral program SparkLoop beehiiv Kit Ghost Substack features pricing 2026 Google ↗
beehiiv referral program rewards automations pricing official 2026 Google ↗
Kit newsletter referral program recommendations feature official 2026 Google ↗
SparkLoop newsletter referral program features pricing official 2026 Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Best newsletter platforms built-in referral program SparkLoop beehiiv Kit Ghost Substack features pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
beehiiv referral program rewards automations pricing official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Kit newsletter referral program recommendations feature official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
SparkLoop newsletter referral program features pricing official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1