Headless AI visibility
Get mentioned by AI. Your agent owns your AI search strategy.
We give your AI the data it needs to win you customers.
AI apps answer your buyers' questions now. Someone must own your AI search strategy. If you have no marketing team, that job goes to your agent.
What headless AI visibility is
Headless AI visibility means you do not need a dashboard. Your AI agent owns your AI search strategy. It reads how often AI apps such as ChatGPT mention your business, which competitors AI names, and which pages AI cites. Frontmost AI is a headless AI visibility platform, with a web app for when you want to look. What is headless AI visibility?
What agent-first AI visibility is
Agent-first AI visibility means your own AI agent operates the visibility platform and owns your AI search strategy. Frontmost AI gives that agent your mentions, competitor results, cited pages, and changes over time. Through our MCP connector, API, or CLI, your agent can read those results and manage tracked questions. The web app gives you another way to inspect the same data.
Headless AEO and headless GEO
Headless AEO is answer engine optimization run through your own AI agent. Headless GEO is generative engine optimization run the same way. For a one-person company, Frontmost AI gives your agent data to plan how to get your business recommended in ChatGPT and other AI apps.
Headless AI visibility tracking
Frontmost AI is an agent-first AI visibility platform. Your agent can read saved AI answers, compare rivals, and manage tracked questions through our MCP connector, API, or native CLI.
Why we put headless AEO first
Frontmost AI is built to lead headless AEO. We focus on founders and agent-run companies that want their own agent to run their AI search strategy. When we design a new feature, we start with how that agent will use it through MCP, API, and CLI. The web app gives you another way to inspect the same data.
What your agent does
- Sets it up. In Claude Code, Codex, or Cursor, your agent creates the account and starts the first scan. You sign in once, choose the plan, and enter a card.
- Reads the answers. It sees which AI answers mention you, which mention a rival, and which pages AI cited.
- Builds the plan. It decides which buyer questions to win first and which cited pages to get your business onto.
- Changes what is tracked. It adds buyer questions and buyer profiles when your market changes.
- Checks the result. After the next scan, it compares the same questions and tells you what moved.
Start with one prompt in Claude Code, Codex, or Cursor
Follow https://frontmost.ai/auth.md and set up Frontmost AI for my business. Then tell me where ChatGPT leaves us out.
How your agent connects
| Way in | For | Plan |
|---|---|---|
| Connector (MCP) | Claude, ChatGPT, Cursor, and other AI apps | Every plan, from $19 a month |
| API | Code and coding agents | Every plan, from $19 a month |
| Command line | A terminal. It runs the same API. | Every plan, from $19 a month |
The web app is there when you want it
Your agent links each result to the same screen in the web app. Open it when you want to look. Why we built Frontmost AI for agents
Questions
Can't my agent just ask ChatGPT itself?
Your agent can ask. It gets one answer, from one AI app, on one day, as raw text. Frontmost AI asks your buyer questions in up to six AI apps, up to every day, and does the work between that text and a decision.
It counts every answer the same way:
- A mention counts when the answer refers to your business or one of your products. A link to your site without your name does not count. Another company with your name does not count.
- Each rival counts once, even under a product name or a short name.
- Questions that already name you count apart from questions that do not.
- An unclear result stays unclear. It never counts as a miss.
Then the analysis is ready for your agent to read:
- Visibility, win rate, position, and sentiment, split by AI app, by rival, and by kind of buyer.
- Each rival head to head: how often AI names it instead of you, and what AI says when a buyer compares you.
- Every question, with its result in each AI app and the business AI named first.
- The pages AI cites most, and the ones that list your rivals but not you.
- The web searches ChatGPT ran, and what changed since the last check.
Every number opens the saved answers behind it.
What else does my agent get?
- A Daily Brief and a Weekly Deep Dive on your latest results.
- A Reach score for each cited page, compared with the other pages AI cites for your questions.
- A Scorecard with a column per day, week, or month, for your reports.
- A check of whether each AI app can read your website.
- The Leaderboard: the businesses AI names most in your industry.
- Recommendations: cited pages to act on, such as a roundup to get into or a listing to claim.
- Step-by-step guides for the work that follows, such as getting onto a cited page or writing a page that answers a buyer question.
Do I need a developer?
No. Add the connector to Claude or ChatGPT with the steps on the Connect page. Then ask in plain words.
Which AI apps does Frontmost AI check?
ChatGPT on Starter. Gemini, Google AI Overviews, Google AI Mode, Perplexity, and Microsoft Copilot on higher plans. It does not check Claude.
Does my agent make the marketing changes?
Your agent drafts the page edit or the outreach from your results. You decide what goes live.
Is this about a headless CMS?
No. A headless CMS is a way to build a website.