Search Overflow

Features

Find out what AI assistants can read, and what they cannot.

From one crawl of your site.

Grouped by the question you are trying to answer, not by what sounds impressive. Every feature here runs today — and each one tells you what it measured, so you can act on it without taking our word for it.

900 million
people use ChatGPT every week
OpenAI, reported by TechCrunch, February 2026
68%
of Google searches now end without a click to any website
Similarweb, June 2026
20%
of searches show an AI Overview, and click-through drops by close to 60% when they do
Similarweb, via Search Engine Land, June 2026

Every figure above links to its source and carries the date it was measured. We have seen these same numbers quoted on rival pages with no source and no date, and one of them was a year out of date.

Can AI engines read you?

Before an answer engine can cite you, it has to fetch you, render you and find something worth quoting.

Audit the site itself

43 technical and on-page checks that run against every page we crawl.

Never ship a bad claim

A registry that tracks where every claim came from, and a gate that refuses to publish without it.

Connect and scale

Live answer engine data, Google connections, and isolation that holds when you run many clients.

Someone else wrote the checklist. Here are our answers.

These twenty-one criteria are not ours. They are the buyer checklist published by a competitor in February 2026, which we have answered line by line, including the seven where the answer is no or not yet.

11 yes · 6 partly · 4 no

  • Model coverageyes

    Six engines, every plan, no add-on pricing

  • Brand monitoringyes

    Mentions and citations per engine, with sample size

  • Citation trackingyes

    Which sources an answer quoted, and whether you were one

  • Competitive benchmarkingyes

    Share of voice against the brands you name

  • Site auditingyes

    51 SEO checks and 31 citability checks, catalogued publicly

  • AI bot trackingyes

    15 named crawlers checked against your robots.txt

  • Website mappingyes

    Findings carry the pages they affect

  • Multi-brand and agency useyes

    One workspace per client, isolated by construction

  • Security and access controlyes

    Per-tenant credential vault, AES-256-GCM, write only

  • API accessyes

    On the Scale plan

  • Search Console and GA4yes

    Connect your own, no data purchase

  • Reporting and data exportpartly

    Reports in product. No CSV export yet.

  • Self-service setuppartly

    Sign-in works. Attaching a new account is still done by hand.

  • Ease of usepartly

    Judge this yourself. Run the free audit before you believe us.

  • Content optimizationpartly

    We tell you what to fix. We do not edit your pages.

  • Data filteringpartly

    Filter by engine and severity. Not by persona or funnel stage.

  • Automated insightspartly

    Findings are ranked worst first. No weekly digest yet.

  • Content generationby design

    We do not write your content. A tool that audits claims should not invent them.

  • Content delivery to agentsby design

    We do not serve a separate page to crawlers. That is cloaking with better branding.

  • AI search volume and trendsby design

    We report what engines answered, not estimated search volume.

  • AI referral trackingby design

    Not built. It needs your CDN logs and we do not ask for them yet.

Four of these are a flat no and we are not planning two of them. A tool that exists to check whether your claims are provable should not generate your content, and it should not serve a different page to a crawler than it serves to a person.

Run a free audit instead of reading about it