Use cases
Migrating off GA4, proving traffic to a sponsor, catching a ranking drop, and finding out whether the assistants recommend you.
You suspect GA4 is under-counting, and you cannot prove it.
Run both for a fortnight. The GA4 tab puts the two series on one axis and states the ratio, so you can see the gap rather than argue about it. Content blockers strip a third-party tag and do not strip a first-party one — that is usually the whole difference.
A sponsor, investor or customer wants numbers, and you do not want to hand them a login.
Publish a dashboard at a public URL, or drop a live visitor badge into a README. The badge is an image, so it works anywhere an <img> goes — a forum signature, an HTML email — and needs no key.
A page slips four places and you find out a month later from a traffic dip.
Search Console pulled daily, positions checked against the rivals who actually outrank you, and an alert the day it moves — as a Slack message or a Linear issue. An issue survives; a Slack message scrolls away.
Buyers ask ChatGPT for a recommendation and you have no idea whether you come up.
The five assistants are asked the questions your buyers ask, and the answers are recorded with who was cited — you, or somebody else. You also get a share of voice against named rivals, and the exact cost per assistant.
You publish, and never learn whether it was indexed or whether it quietly died.
Indexing shows whether Google actually indexed a page rather than whether you submitted it. Decay lists pages that used to bring traffic and no longer do — the cheapest SEO work there is, and invisible without a time series.
Every client site needs the same six checks and you are doing them by hand.
Unlimited sites on any paid plan, one dashboard each, and a REST API and MCP server so the whole set can be queried at once. Sites are not what you are charged for; volume is.