FAQ
Questions you’ll probably ask.
What founders ask before they connect their first source.
| Claude / ChatGPT | GA4 + Search Console | SEO tools | Agency | Alice | |
|---|---|---|---|---|---|
| The answer updates itself | frozen when you asked — re-ask every time | data is live, the reading isn’t | as of the last report | refreshed before you look | |
| Runs without being asked | basic alerts | weekly, if you pay for it | watches daily | ||
| Works toward a goal you set | copilot at most | autopilot — you approve | |||
| Tracks AI-search citations | some, newly | ChatGPT, Perplexity, AI Overviews | |||
| Writes the actual fix | from what you paste in | from your measured baselines | |||
| Tells you whether the fix worked | never sees the outcome | if you go check | next report | measured against your baseline |
Strong fitCan supportNot designed forScroll sideways to see Alice →
Every one of these is something you operate. Alice runs, and you approve.