Get a signal you can examine.
See how often a domain appears in sampled AI answers. Compare discovery visibility with a separate score for questions that name the brand.
NEWBUILT FOR THE AI SEARCH ERA
New software forAI search optimization.
Meet Overfront. Your new perspective on discovery.
Measure AI visibility, see who gets cited, and find your next move. Right in your browser.
Free Chrome extensionNo account neededDomain-only data
A new perspective on the site you're already on.Interactive demo / Illustrative data
who ship the web.
Developers
Technical founders
SEO & GEO teams
YOUR TOOLKIT FOR AI SEARCH OPTIMIZATIONSearch is changing.
Search is changing.
Get a new view of discovery.
AI answers are another way people discover your site. Overfront is AI search optimization software for developers, founders, and SEO teams. Start with a clear view of your visibility, the competition, and the sources behind the answers.
See who gets cited instead.
Find the competing domains linked in the same answers. Check citation rates while you're already researching another product.
Look beyond the score.
Read the discovery questions used for measurement and inspect the domains AI cites. Follow the evidence behind the result.
FITS THE WAY YOU ALREADY WORKLess setup.
Less setup.
More perspective.
No project to configure. No prompt list to write.
Just a useful layer on your everyday browsing.
- 1
Go where your research takes you.
Your site. A competitor's homepage. A brand you're curious about. Start with a public website.
- 2
Open a new perspective.
Open the extension to see the domain's AI visibility. Enable the optional on-page badge to keep the score in view.
- 3
Make your next move informed.
Explore competitors, questions, and sources. If there is no result yet, request a measurement and check back when it's ready.
BUILT TO BE UNDERSTOODA clear view.
A clear view.
Nothing hidden.
Useful data should come with context.
And it shouldn't come at the cost of your privacy.
Your domain. That's the context.
Only the domain and an anonymous ID go to our service. Page content, full URLs, and chat history stay out of it.
Read our privacy policyA score you can look inside.
The scoring method is public. Linked citations and mentions have different weights, and brand questions are scored separately.
Explore the methodologyAn estimate with its context.
AI answers change. Scores include an estimated range, so a single number never has to tell the whole story.
A FEW THINGS WORTH KNOWING
Good questions.
Here's a little more context.
What is AI search optimization?
AI search optimization means improving how your site is discovered and represented in AI-generated answers. Overfront helps you start with evidence: measure current visibility, compare cited competitors, and inspect discovery questions and sources. It provides research signals, not automatic site changes or guaranteed placement.
What does Overfront actually measure?
It measures how often a domain is cited or mentioned in sampled AI answers to discovery questions. Linked citations carry more weight than unlinked mentions. Questions that explicitly name the brand are measured separately as a Brand Score.
Is it free to use?
The core browser extension is free and does not require an account. Existing scores are shared across users. Requests for new measurements are subject to a weekly limit, shown in the extension.
Which AI engines are covered?
The current measurement engine is ChatGPT via the OpenAI API. Measurements use fresh, stateless API responses. They are not taken from your personal ChatGPT conversations and may differ from answers in the consumer app.
Do I need to write prompts or connect my website?
No. Open a public website and Overfront uses the domain to look up its results. Discovery questions are selected for the site's category. If a site has not been measured, you can request a measurement from the extension.
Is the score an exact search ranking?
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.
Can it see my browsing history or page content?
The extension sends only the registrable domain and an anonymous identifier to our service. It does not transmit page content, full URLs, URL paths, or chat history. The automatic on-page badge requires optional website access, which you control.
YOUR NEXT MOVE IN AI SEARCHStart optimizing
Start optimizing
with a clearer view.
New software for AI search optimization. One extension away.
Add Overfront to ChromeAvailable on the Chrome Web Store. Free. No account needed.