AI answers mention a handful of sites and leave out the rest. Overfront tracks AI citations and mentions for any public website: how often sampled, web-grounded answers mention it, which competitors they mention instead, and which sources they lean on. Open it beside your site or a rival's and compare where you stand. Free in Chrome, with nothing to install on your site.
More people now begin research by asking an AI assistant, and each answer names a handful of sites and leaves out the rest. Overfront samples web-grounded AI answers to the discovery questions asked in your category and counts how often your site is cited or named. It is a measured estimate, not an official ranking, so you know where you stand before changing anything.
Track your site and the competitors you choose every day. See the scores, sources and steps in one place.
Open the side panel on any public website and its AI score and Brand score appear next to the page, along with the domains mentioned in the same answers. The capture shown is a real, dated measurement of ahrefs.com. When a site has no result yet, you can request one from the panel, and it returns within about a minute.
Overfront is a Chrome extension for checking how AI answers treat a website. Measurements are sampled and can move between runs, so the way scores are calculated is published on the Method page, and the extension itself is free. If a result looks unclear or surprising, the answers here are a good place to start.
A website's visibility in sampled AI answers to discovery questions. Questions that explicitly name the brand receive a separate Brand score. The result helps you investigate your presence alongside the questions and sources available in the extension.
Current coverage uses OpenAI models through its API to examine web-grounded answers. Results reflect that coverage and can differ from a personal ChatGPT conversation. Our Method page explains how to interpret them.
No. Open a public website and Overfront uses its domain to look up results. If there is no result yet, you can request a measurement. You do not need to install anything on your website or write a prompt list.
No. It is a sampled estimate of visibility, not an official ranking or a guarantee of traffic. AI answers vary. The extension shows the estimated range and the questions behind the result so you can interpret it in context.
The extension sends only the registrable domain and an anonymous identifier. It does not transmit page content, full URLs, URL paths, or chat history. The optional on-page badge requires website access, which you control.