Free-first and pay-first flows are not automatically good or bad. What matters is where the platform places verification in the journey.
Your own purpose also changes which order feels safer.
What matters first
Some products assume you need to test first, while others assume you need to plan ongoing use.
The key is whether you can see enough core facts before you commit.
The most useful AI answers do more than sound confident. They make the basis, condition, and next verification step easier to see.
The current public boundary can be checked: 3 guest uses per day, 8 free logged-in uses per day, 80 member uses per day, and a current member price of 19.90 RMB.
A practical scenario
A first-time user often benefits from chart-first flow.
A repeat user may want price and quota clarity earlier.
A practical user test is to compare one past event with one live decision and see whether the emphasis changes with the question instead of staying flat.
The boundary to remember
Do not treat pay-first as automatically bad or free-first as automatically good.
If you still have not touched the core flow, stay cautious either way.
If an answer gives no basis, no condition, and no cost, it should stay reference-level rather than decision-level.
A safer order
- Decide whether you are testing or planning long-term use.
- Check whether key facts are visible early enough.
- Move forward only after that verification step is real.