See which channel actually pays you. Even ChatGPT.
Motif is analytics that turns SEO and AI into revenue decisions for SaaS businesses. One script tag and Stripe Connect join every payment to first touch, including ChatGPT referral traffic, search, and other AI assistants.
Does the AI decide the ranking?
No. The ranking is arithmetic: revenue per channel, computed from your data. The model writes the explanation of a ranking it cannot change.
What does the model actually see?
Aggregates only: channel, visitors, customers, revenue, window. Never a visitor row, never an email, never a session.
What happens on a slow week?
You get no recommendation. If the numbers can't support a verdict, silence is the correct output.
How is this different from Plausible or GA?
Those tell you which channel sends traffic. Motif is analytics that turns SEO and AI into revenue decisions: first-touch Stripe, Search Console, one next spend.
Does Motif track ChatGPT traffic?
Yes. A click from chatgpt.com or chat.openai.com is first-touch ChatGPT, not a generic Referral row and not one AI Assistant bucket. Motif stores that touch once and joins later Stripe payments to it. GPTBot is a crawler, never a visit.
What if a cited number looks wrong?
Every figure in a recommendation must exist in the data packet. If one doesn't, the whole batch is discarded rather than shipped.