The implementation question is narrow: what input was used, what changed, and what still needs a manual check.
A useful review of FreeImageAI starts with one ai tools task and a known expected result. The checklist below is tied to images rather than to the whole ai tools site.
Before the page changes anything
Keep the source and write down the one detail that must remain unchanged. Name the expected output in the same terms the page uses.
While the task is running
Record the selected operation, visible settings, input type, and any warning. Treat image, prompt, text, prompts as a different test unless the page explicitly combines it with images.
After the result appears
Check correctness, readability, format, and repeatability. Keep errors and untested cases beside the result instead of filling them with a general claim.
A concrete boundary for images
Use one representative input and keep the result next to the original. Check the property that matters to the task, then note what the page leaves unanswered. This gives the article a factual endpoint instead of expanding into claims about every adjacent function.
The next distinct question
A later article can examine image, prompt, text, prompts with a different input or audience. Keeping that subject separate preserves the difference between search intents and prevents daily notes from becoming the same description with a new heading.
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