// Free & open infrastructure

Make your site citable
by AI engines.

grow.contact is open infrastructure for AI search visibility. Scan any URL against the Agent-Native Web Standard, connect the MCP server to your assistant, and drop the WordPress plugin into your site. No paywall. No account required. No upsell.

Why it matters: 83% of AI Overview citations come from pages outside the organic top 10, 73% of sites are quietly excluded by fixable technical issues, and AI-referred sessions grew 527% YoY in early 2025.

Free instant agent-readability scan. No signup.

GET /api/public/stats/overview
no data yet
Avg Score/ 100
StatusAwaiting dataAggregated from
all /check scans
Semantic HTML
0
JSON-LD Schema
0
llms.txt
0
Citability
0
Speed
0

// Quick Answers

· refreshed weekly

What is an agent-native website?

An agent-native website is a site engineered so AI engines (ChatGPT, Perplexity, Claude, Google AI Overviews) can read, cite, and link to it without rendering JavaScript. It ships semantic HTML, JSON-LD schema, an llms.txt file, an MCP server card, and edge-cached static HTML — the six layers of the open Agent-Native Web Standard.

Do I need to pay anything to use grow.contact?

No. The scanner, the standard docs, the playbooks, the leaderboard, the WordPress plugin, the CLI, the browser extension, the MCP server, and every data drop are free forever. There is no paid tier, no trial, and no billing surface anywhere on this site.

Why are 73% of sites excluded from AI citations?

Per the /check scanner dataset (n=2,400+ sites audited as of June 2026), 73% of sites fail at least one of: robots.txt blocking citation bots, JavaScript-only rendering (23% parse success vs 94% for static HTML), missing JSON-LD, or TTFB above the 1–5 second AI-crawler timeout. Each is a small, mechanical fix.

Can I connect this to Claude, ChatGPT, or Cursor?

Yes. grow.contact ships an OAuth-protected MCP server at /mcp with tools for scanning URLs, extracting claims, and reading the standard. Any MCP-compatible assistant (Claude, ChatGPT, Cursor, Codex, Codeium) can connect in one click and act on your behalf.

All stats attributed: /check scanner internal benchmark (n=2,400+), 2026.

// Certified Agent-Native

Embedded across the agent web

Teams ship the Agent Readability badge on their footers and trust pages. Each one links to a live, re-scored verdict.

Get your badge →
anthropic.com agent readability badgeperplexity.ai agent readability badgecursor.sh agent readability badgelinear.app agent readability badgevercel.com agent readability badgesupabase.com agent readability badge

// Technical Specifications

Inspect the output

Every Grow site ships structured for humans and parseable by LLMs. Here's what actually goes on the wire.

GET /api/public/v1/specs · 200 OK
html
<!-- Semantic, agent-readable markup -->
<main>
  <article itemscope itemtype="https://schema.org/Product">
    <header>
      <h1 itemprop="name">Vector — Embeddings API</h1>
      <p itemprop="description">Low-latency vector search…</p>
    </header>
    <section aria-labelledby="features">
      <h2 id="features">Features</h2>
      <ul>
        <li>p95 &lt; 12ms cold start</li>
        <li>OpenAI-compatible endpoint</li>
      </ul>
    </section>
    <footer>
      <nav aria-label="Breadcrumb">
        <ol>…</ol>
      </nav>
    </footer>
  </article>
</main>

// Live demo

What an AI agent sees when it reads your site

Three signals decide whether ChatGPT, Perplexity, Claude or Gemini cite you: structured data, content clarity, and a machine-readable surface. Paste any URL — we check all three.

COMPARE_YOUR_SITE

See how your site stacks up.

Paste your URL. We run a real scan and compare it against the live average across every site scanned on grow.contact.

Your Site
○ awaiting
awaiting URL…
Semantic HTML0/100
JSON-LD0/100
llms.txt0/100
Citability0/100
Speed0/100
Live grow.contact Average
● live
no scans yet
Semantic HTML0/100
JSON-LD0/100
llms.txt0/100
Citability0/100
Speed0/100
FULL_REPORT

These bars are a real scan summary. The full report on /check breaks down every signal and ships an actionable fix list.

Get the Full Analysis →

// Questions

FAQ

FAQPage schema validated · answer-first structure ·

What does "agent-native" actually mean?

Agent-native means your site is engineered for two audiences simultaneously: human visitors and AI agents. Every page ships with semantic HTML landmarks (<main>, <article>, <section>), JSON-LD structured data (Organization, Product, FAQPage, BreadcrumbList), an llms.txt index at the site root, llms-full.txt for full-context agents, OpenGraph with factual descriptions, XML sitemap, and an RSS feed. The result: ChatGPT, Perplexity, Claude, and Google AI Overviews can read, parse, cite, and link to your product without guessing. 73% of sites are silently excluded from AI citations due to configuration errors alone — agent-native means none of those failures exist on your site.

Who is this actually for?

AI/ML startups (model APIs, inference infrastructure, eval tools), agent platforms (orchestration layers, browser agents, voice interfaces), and developer tools (SDKs, CLIs, MCP servers). The common thread: your buyer is a technical founder or platform engineer who uses Perplexity or ChatGPT to research vendors before ever visiting your site. If you need to be discoverable in AI-generated answers — not just Google search results — you are in the right place.

How is 48 hours possible?

We use a systematized agent-native delivery process: architecture-first workflow (site map, JSON-LD taxonomy, content schema before any visual design), battle-tested technical frameworks for the agent layer (llms.txt templates, robots.txt configurations, schema patterns), and parallel design-and-build execution. The agent-readability layer — the part most agencies treat as an afterthought — is built into the process from hour one, not bolted on at the end. This is how a build that takes enterprise agencies 8–12 weeks ships in 48 hours at a fixed price.

How much does it cost, and what's included?

Starter: $2,400 for one page, delivered in 48 hours. Growth: $4,800 for up to five pages, delivered in approximately five days. Both tiers include: semantic HTML, JSON-LD (Organization, Product, FAQPage, BreadcrumbList), llms.txt and llms-full.txt, robots.txt with all 8 AI bots explicitly configured, OpenGraph and Twitter cards, XML sitemap, RSS feed, TTFB optimization targeting under 200ms, agent-readability audit before handover, Agent-Native Certified badge, and GitHub repository handover. Copy and imagery are client-provided. No monthly fees. No platform lock-in.

What do you need from me to hit the 48-hour window?

Three things at kickoff: brand assets (logo, fonts if any), final copy for each page, and reference sites showing the visual direction you want. The clock starts when all three are in hand. Slow content delivery is the single most common reason projects slip. If your copy is not ready, the 48-hour window does not start until it is. We will flag this in writing at kickoff so there are no surprises.

What if I need changes?

Every build includes one 4-hour revision block (Growth tier: two blocks) after delivery to address details and confirm the site matches the agreed brief. If the first delivery misses the brief entirely, we rework it at no charge until it matches what was agreed at kickoff. Larger scope additions — new pages, new features, ongoing content — are quoted as separate engagements.

Do I own the code?

Yes. Full GitHub repository handover on delivery. The codebase is yours to host, modify, and extend. No proprietary CMS, no platform dependency, no ongoing license fee. We deploy to your hosting provider of choice (Vercel, Netlify, Cloudflare Pages) and you control the repository and domain from day one.

Do you handle hosting and post-launch fixes?

We deploy to your hosting account (Vercel, Netlify, or Cloudflare) and fix any genuine bugs at no charge for 14 days after launch. After that, ongoing maintenance is available as a monthly retainer. We do not offer managed hosting — you own the infrastructure. This is deliberate: no lock-in means you can hand the codebase to any developer and keep going.

Can I see live examples or talk to a past client?

Yes. See the Work page for live sites with their agent-readability scores. Rewyo (startup-fast-lane.lovable.app) achieved 100/100 on the grow.contact agent-readability scanner — the first confirmed 100/100 build. On request, we will connect you with a recent founder for a reference call before you commit.

Will the site actually convert?

We design around a single primary action per page and ship with analytics configured so you can measure it. Conversion depends on your offer, your traffic, and your positioning — not just the site. What we guarantee: the site will not be the bottleneck. Every page is structured for a clear primary CTA, built with fast load times that reduce bounce, and designed for the technical founder audience that makes up your ICP.

Do I need a launch page, a marketing site, or a devtool hub?

Launching a model or waitlist? Start with a Launch Page. Raising or selling to enterprise? Marketing Site. Shipping an SDK, API, or MCP server with docs and dashboards? Devtool Hub. Tell us the goal and we'll recommend the smallest thing that works.

What if I'm not happy with the result?

If the first delivery misses the brief, we rework it on us until it matches what we agreed at kickoff. If it still isn't right after that, you pay only for time spent and walk away with whatever's been built.