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Can an AI agent find your product?

Surfex is an agent discoverability platform that audits the machine-readable channels autonomous agents use to find, evaluate, and integrate any business, then provides the artifacts to close every gap.

Agents do not browse your website

AI agents powering Claude Code, Cursor, OpenAI Codex, and enterprise automation platforms select products by querying machine-readable channels - APIs, structured data, agent registries, site instructions, documentation - not by browsing websites.

They do not read your blog posts, watch your demo videos, or browse your pricing page. If your infrastructure is not readable and accessible through the channels agents actually use, they will pass over you and select a competitor that is.

Most companies have never audited whether agents can find them through any of these channels. That is the gap Surfex closes.

OpenAPI Spec Not Found
MCP Registry Partial — no descriptions
CLI Scriptability No --json output
Programmatic Onboarding Browser required
Repository Readiness No AGENTS.md
A2A Agent Card Not Present
Agent Readiness Grade
D
Largely invisible to autonomous agents

Audit. Fix. Monitor. Prove.

Four steps from invisible to agent-ready, with measurable improvement at every stage.

01

Audit

Enter your URL. Surfex checks your public infrastructure across six agent channels and runs a verification agent swarm that attempts the full discovery-to-integration flow. You get a gap report with an Agent Readiness Grade and specific findings per channel.

02

Fix

For each gap, Surfex generates draft implementation artifacts that your team can review and deploy. These are not vague recommendations — they are ready-to-implement files and configurations tailored to your product and stack.

03

Monitor

Monthly re-scans track improvement, detect regressions, and surface changes in the agent ecosystem: new competitors publishing AGENTS.md files, protocol updates, emerging channels that were not relevant last month.

04

Prove

Measurable before-and-after deltas across each channel. "Your Agent Readiness Grade improved from D to B. Your discoverability signals increased 68% across four channels." The proof that justifies continued investment.

Channels agents actually use

Different products expose different surfaces to agents. Developer tools live on API specs, CLIs, and repositories. SaaS products live on documentation, structured data, and llms.txt. Surfex audits each product type against the channels that matter for that category. The dev tool channel set is below. The SaaS channel set is in active development.

OpenAPI / Swagger Spec

Machine-readable API documentation that agents parse to understand what your product does and how to call it. The foundational layer everything else depends on.

🔑

Programmatic Onboarding

Can an agent go from zero to first API call without opening a browser? If signup requires a human, you lose the deal at the last step.

🔌

MCP Registry

Agent frameworks increasingly search tool registries to find services that match a given capability. If you are not listed and well-described, agents looking for what you do will find a competitor instead.

▸_

CLI Scriptability

Coding agents regularly install and use CLIs autonomously. A major blind spot that almost nobody audits for, and one of the fastest channels to optimize.

📂

Repository Agent-Readiness

Can coding agents actually build, test, and contribute to your repo? Goes well beyond file presence to assess whether your repository is structured for AI agent compatibility.

🤖

A2A Agent Cards

Structured agent-to-agent communication protocols for how agents identify and interact with other agents and services. Early-stage today, strategically important for future readiness.

Agent Readiness Grade

Surfex assesses each channel across multiple dimensions and combines the results into a single letter grade that tells you exactly where you stand relative to what agents need to find and integrate your product.

No vanity scores. No ambiguous percentages. A clear grade with a gap report showing precisely what to fix and in what order.

A
Agent-Ready
Agents can reliably find, evaluate, and initiate integration
B
Substantially Ready
Most agents can find and evaluate the product with minor gaps
C
Significant Gaps
Agents may find you through some channels but miss others entirely
D
Largely Invisible
Major infrastructure gaps across multiple channels

Verification agent swarm

Beyond checklist auditing, Surfex runs verification agents that attempt the discovery-to-integration flow the way a real autonomous agent would. Each agent executes real probes against your live infrastructure and reports exactly where it gets stuck.

If an agent fails at a step, that failure is a concrete, demonstrable gap with a specific fix. Verifiable proof, not a checklist.

1
Registry Search — Can the agent find you in MCP directories and registries?
2
Spec Parsing — Can the agent read and understand your OpenAPI spec?
3
CLI Invocation — Can the agent install and use your CLI programmatically?
4
Repo Assessment — Can a coding agent build, test, and contribute to your repo?
5
Onboarding Attempt — Can the agent sign up and make a first API call with no browser?

Can't I just ask Claude to do this?

Claude will give you a generic checklist. It cannot crawl your live infrastructure, run a verification agent against your real endpoints, check whether your npm package supports --json output, or test whether your onboarding actually works without a browser. It is giving advice from training data. Surfex is running real code against your real systems.

Live verification, not generic advice

The verification swarm runs real HTTP requests against your real infrastructure. When it reports that your onboarding is blocked because signup requires OAuth with no API key endpoint, that finding came from a real test, not a guess.

Artifacts tailored to your product

A report from Surfex includes a working AGENTS.md draft, specific OpenAPI schema fixes, and MCP registry copy written for your product, pre-populated with your actual endpoints, your actual CLI commands, your actual auth pattern. Claude can write generic versions. Surfex writes them for you.

Before-and-after proof

Surfex remembers your previous state. After you implement the fixes, the re-scan proves they worked, with measurable deltas across every channel. Claude has no memory of your previous audit.

Built for any company agents will navigate

Developer tools are where this matters first. Surfex audits dev tools and SaaS products today, with channel sets expanding as new verticals mature.

Developer Tool Founders & CTOs

Your buyers are coding agents now, not just developers. Audit whether Claude Code, Cursor, and Devin can discover and integrate your product. Tier 1 examples include Trigger.dev, Inngest, Unkey, Dub.co, and Polar.sh.

SaaS Product & Growth Leaders

Audit whether agents can find your product, read your docs, sign up programmatically, and invoke your capabilities through MCP or A2A. Buyers include Linear, Notion, Calendly, and Airtable type products.

DevRel & Developer Marketing Leads

Your product's agent-readiness is your distribution channel. Quantify it across six channels and prove improvement month over month with measurable deltas competitors cannot fake.

Engineering Leaders

Concrete technical findings: which spec is malformed, which CLI is missing flags, which onboarding flow blocks agents. Each finding comes with a ready-to-implement artifact draft your team can review and ship.

Plans that grow with you

Pricing launches with the product. Get on the early access list for first access and a free audit.

Available Now
One-Time Audit $149

A complete six-channel audit of your company's agent readiness. Get an Agent Readiness Grade, a full Coverage Map, gap findings per channel, and ready-to-implement artifacts.

Or try a free preview first.
Start Free Audit → $149 unlocks the full report
Launch
COMING SOON
One-time audit with ongoing monitoring basics.
  • Full six-channel audit
  • Agent Readiness Grade report
  • Gap findings per channel
  • Monthly re-scan
  • Email alerts on regressions
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Growth
COMING SOON
Audit plus generated artifacts and competitive tracking.
  • Everything in Launch
  • Draft AGENTS.md, OpenAPI fixes, MCP guidance
  • CLI and onboarding recommendations
  • Competitive comparison (up to 3 competitors)
  • Before/after improvement tracking
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Scale
COMING SOON
Full platform access with API, verification swarm, and priority support.
  • Everything in Growth
  • Verification agent swarm runs
  • API access for CI/CD integration
  • Unlimited competitor tracking
  • Priority support and onboarding call
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Be the first to know when paid plans launch

The full Surfex platform with monitoring, artifact generation, competitor benchmarking, and the verification agent swarm is in active development. Drop your email and we will notify you when paid plans go live. In the meantime, your free audit is one click away.

Or start your free audit now →