Read, Decide, Act, Verify: What Actually Makes Software an "AI SEO Agent"

Description and use

<p>Every SEO product shipped in the last year calls itself an "agent." Most of them are tools with a chat box.</p> <p>If you build on the web, you already have the vocabulary to tell the difference. An agent is a loop, not a feature. Here's the spec I use when I evaluate one, whether I'm buying it or wiring one up myself.</p> <p>The loop: read → decide → act → verify</p> <p>A real AI SEO agent does all four, on a repeating schedule:</p> <p>Read real data: Search Console, live SERPs, crawl results. Not just whatever you paste into a prompt.<br> Decide what to do next based on that data.<br> Act

Problem

<p>Every SEO product shipped in the last year calls itself an "agent." Most of them are tools with a chat box.</p> <p>If you build on the web, you already have the vocabulary to tell the difference. An agent is a loop, not a feature. Here's the spec I use when I evaluate one, whether I'm buying it or wiring one up myself.</p> <p>The loop: read → decide → act → verify</p> <p>A real AI SEO agent does all four, on a repeating schedule:</p> <p>Read real data: Search Console, live SERPs, crawl results. Not just whatever you paste into a prompt.<br> Decide what to do next based on that data.<br> Act

Outcome

<p>Every SEO product shipped in the last year calls itself an "agent." Most of them are tools with a chat box.</p> <p>If you build on the web, you already have the vocabulary to tell the difference. An agent is a loop, not a feature. Here's the spec I use when I evaluate one, whether I'm buying it or wiring one up myself.</p> <p>The loop: read → decide → act → verify</p> <p>A real AI SEO agent does all four, on a repeating schedule:</p> <p>Read real data: Search Console, live SERPs, crawl results. Not just whatever you paste into a prompt.<br> Decide what to do next based on that data.<br> Act

Evidence

Read, Decide, Act, Verify: What Actually Makes Software an "AI SEO Agent"

Source