Projects

AI Visibility for WordPress

Live WordPress plugin

A WordPress plugin that shows which AI assistants read a site, checks that each crawler is who it claims to be, and scores every page on how likely assistants are to cite it.

See the plugin
AI Visibility dashboard: crawler access, verified crawler identity and recent hits

AI Visibility is a WordPress plugin that logs which AI assistants read a website, verifies each one against the vendor’s published IP ranges, and turns the gaps on each page into a prioritized work queue. It runs on freestylewebsolutions.com/ and is included with Freestyle engagements.

What does it do?

  • Logs 13 AI crawlers and labels each visit as training or a live answer, so you can see when an assistant pulled a page into a real conversation.
  • Checks crawler identity. Scanners impersonate AI crawlers constantly; on this site the plugin filtered out 371 impersonating requests in one month.
  • Scores every page on the structure assistants tend to quote, and lists the fixes worst first.
  • Imports server access logs, because on cached hosts the live log only sees part of the traffic.

Why build it?

Most AI visibility tools sell a single score. I wanted the evidence underneath it: which assistants actually read which pages. I also tested whether a structural score predicts who gets recommended, in the AI visibility study. It didn’t, so the plugin reports what it can measure and labels what it can’t.

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In App Store review

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An iPhone health companion that reads your Apple Health data and explains it in plain words, with an AI coach that adjusts your training plan when you tell it what the sensors can’t see.

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AI Visibility Study

Two pre-registered studies of 106 firms and 285 AI mentions, testing whether a structural AI visibility score predicts who assistants recommend. It didn’t. Company size did.

Beta

Storm Gap

A road-impact forecast for I-80 over Donner Summit: live radar, a 48-hour forecast along the route, summit cameras and chain controls, with a call on when the next dry window opens.

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