AI Website Assessment

Provelex uses AI where judgement is needed, such as deciding what to test and explaining what it found. Fixed rules do the measuring. This page explains which part does what, what the model can see and where you still need a person.

What the AI does, and what it does not

What is done by AI and what by fixed rules
Done by fixed rules (no AI)Done by an AI model
Security header, cookie and encryption checksExploring the application and deciding what is there
Accessibility rules and mobile layout measurementsWriting test cases for what it found
Performance measurementCarrying out tests in the browser and judging the result
The scoreExplaining findings in plain language and writing the summary

Fixed-rule findings are recorded as pages are visited, so they exist even if every model call fails. The Basic assessment uses no AI at all. Intermediate adds the AI work above, and Advanced adds a second model that reviews the findings and can disagree with the first.

What the model sees

  • It sees page content: the text and structure of the pages being tested, and screenshots if the model you chose can read images.
  • It does not see your password. The model works with a placeholder. Provelex fills in the real value itself, and only into a password field.
  • It may see what your application displays after signing in. So use a test account and test data wherever you can.
  • The Privacy Policy names the AI providers and where data can go.

Which models can be used

DeepSeek is the default and the cheapest. You can choose Kimi, ChatGPT or Anthropic instead, or a pair that check each other. The run screen shows the price of your selection and the difference from the default. If a provider is unavailable, a request may be routed through OpenRouter.

Where human review remains important

  • Business rules. A model does not know that your discount should never exceed 20%.
  • Risk. Whether a security finding matters depends on your data, your users and your obligations.
  • Accessibility. Whether a page actually works with a screen reader needs people.
  • Critical journeys. Payments, sign-up and anything involving money or safety deserve a person's attention as well.

Joining credits cover your first run

Confirm your email and you receive enough credits for one Advanced assessment on the default model.

Create an account

Related pages

Need help with your account or a report? Email provelex@devsapience.com