JevMade field notes / Audit workflow

Scan a website for search engine problems using an AI tool

This project scans a website to find search engine problems. It combines standard technical checks with an AI tool that judges page quality. This creates matching documents and spreadsheets to help owners plan fixes.

Original by AgriciDanielEvaluation

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Credits and license

“Run a source-backed website SEO audit with Jev” by AgriciDaniel. Read the original source.

This expanded guide is an AI-narrated adaptation of the source’s essential explanation, examples and caveats, not a word-for-word reading. The synthetic voice does not imitate the author or imply their endorsement.

License: MIT

MIT License

Copyright (c) 2026 Agrici Daniel

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

Our summary

This software scans a website to find ways to improve its search engine results. Website owners use it to check standard technical rules and measure page speed. It then gathers the needed fixes into a single plan.

The program starts at one web address and follows links to read the site. It applies technical checks and uses Jev to judge if pages are helpful. Jev is an AI tool that chooses from options rather than writing answers. Code then ranks the fixes and builds matching reports.

This is useful for website managers who want to organize technical fixes. It requires an API key, which is a private access code, to use the AI tool. Scanning one web address cannot prove actual search performance, and the AI judgments lack human testing.

Key takeaways

Separate standard technical website checks from AI choices about page quality and trust.
Let the software score and rank the fixes instead of asking the AI to write the plan.
Create your documents and spreadsheets from the exact same data so the findings always match.

More guides →See the experiments →