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Improved

A more capable analysis engine

EEATClean now runs on a new generation of reasoning model. It weighs each article more carefully, and its recommendations name the facts rather than pointing at a section.

A decision is only as good as the reasoning behind it. This release moves EEATClean’s analysis onto a new generation of reasoning model — one that works through an article before ruling on it, rather than reacting to its age.

The difference, on one article

A 2020 piece about a handheld console that had been announced but had not yet shipped. Same article, same scan, two engines:

Previous engine

“Update the pricing information to reflect current retail prices.”

New engine

“The console shipped in December 2021. The original $199.99 price was later raised to $219.99. Add the limited editions released between 2023 and 2025.”

One sends you off to research. The other tells you what to write.

What you will notice

An article marked Improve, each outdated figure named with its replacement value
A 2010 article on free Dropbox storage. Three figures no longer hold, and each is named with the value that replaces it. Where there was nothing new to add, the last section says so.

Why it matters

Your archive competes for the few hours a week you can give it. A recommendation you can act on immediately is worth more than a longer one that sends you back to research. That is what this upgrade buys you.

Already scanned your site? Rescan any article to see it re-analysed by the new engine.

See it on your own site

Run a free audit and get a clear keep / update / remove decision for every article.

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