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T.M. Gunderson
T.M. Gunderson

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Your Next Customer Might Be an AI Agent — Is Your Business Machine-Readable?

Coinbase's CEO said it plainly: "We wanna bank the AIs. They deserve financial services as well."

That's not a throwaway line. It's a signal.

AI agents are becoming account-holding economic actors. They browse, compare, negotiate, and buy — on behalf of humans, and increasingly, on behalf of themselves. Platforms are building the financial infrastructure for non-human customers right now.

Which means your next customer might not have eyes. They might not read your beautifully designed landing page. They might not call your phone number. They might be a script running at 3 AM, looking for the best HVAC maintenance contract in your zip code and comparing your pricing against three competitors in under a second.

The question is: can that agent find you, understand you, and buy from you?

What "Machine-Readable" Actually Means

A machine-readable business is one where an AI agent can:

  1. Find your pricing without scraping a phone number and calling you
  2. Understand your services from structured data, not paragraph-long hero sections
  3. Submit an order or RFQ through an API-friendly path, not a contact form that requires a CAPTCHA
  4. Verify your availability from a calendar feed, not a "call for availability" button
  5. Read your terms as structured data, not a 4,000-word PDF buried in your footer

None of this requires rebuilding your website. Most of it requires adding a layer, not replacing one.

The Machine-Readiness Checklist

Here's what to audit on your site this week:

1. Structured Pricing

Is your pricing on a dedicated page in a consistent format? Can a parser read "$149/month" and know what it includes? If your pricing is "call for a quote" with no ranges, an AI agent skips you. It doesn't have a phone to call.

Fix: Create a /pricing page with clear, structured tiers. Include starting prices even for custom work. Use schema markup (Product, Offer) if you can.

2. API-Friendly Booking or RFQ

If your only intake is a contact form with a CAPTCHA, an AI agent is locked out. You don't need a full REST API. You need one path that doesn't require human verification.

Fix: Add a simple booking link (Calendly, Acuity) or an email-based intake with a structured format. Bonus: publish a basic webhook or form endpoint that accepts JSON. This takes an afternoon, not a quarter.

3. Service Descriptions as Data

Your services page written as three paragraphs of brand storytelling is invisible to an AI buyer. It needs a machine-readable layer: service name, category, description, duration, price range.

Fix: Add JSON-LD structured data to your service pages. Schema.org's Service type covers most small businesses. It's invisible to humans but gold for agents.

4. Availability Signals

"Call us — we're flexible!" means nothing to an agent comparing five options in parallel. Availability needs to be queryable: a calendar feed, an open slots endpoint, or at minimum, clear hours and capacity on your site.

Fix: Publish your availability via a public calendar link or a real-time status endpoint. If you use scheduling software, most of them expose this already.

5. Clear Terms and Policies

AI agents making purchases need to verify refund policies, cancellation terms, and service boundaries. A link to a human-readable terms page is fine — but the key terms (refund window, cancellation policy, minimum commitment) should be stated plainly and consistently.

Fix: Add a short summary of key terms to your pricing page. Consistent formatting makes it parseable.

6. An Agent-Friendly Contact Channel

Email is the universal agent protocol. If your only contact method is a proprietary messaging widget, agents can't reach you.

Fix: Make sure you have a public email address for inquiries. Consider setting up a dedicated intake address that accepts structured formats.

Why This Matters Now

You might be thinking: "I sell to local homeowners, not tech companies." Consider this:

  • AI assistants are already booking for humans. When someone asks Siri, Alexa, or ChatGPT to "find a plumber near me and book one for Thursday," the agent is the one doing the searching, comparing, and booking.
  • Agentic commerce infrastructure is being built. Coinbase, Stripe, and others are creating payment rails for AI agents. When the money moves, the rest follows.
  • The first businesses that are machine-readable will capture the agent-driven demand. Just like the first businesses on Google Maps captured local search, the first machine-readable businesses will capture agent-driven discovery.

The pattern is the same one that played out with Google in 2005, mobile in 2012, and social in 2016. The businesses that made themselves discoverable on each new channel won early. The ones that waited played catch-up for years.

What Not to Do

  • Don't rebuild your site. Add a machine-readable layer to what you have.
  • Don't build a custom API. Structured data, a booking link, and an email address cover 80% of agent accessibility.
  • Don't ignore humans. Your human-readable site still matters. Machine-readable is an addition, not a replacement.
  • Don't wait for standards. JSON-LD and schema.org exist today. The basics haven't changed in years. Start there.

The Quick Win

If you do one thing this week: add Service schema markup to your services page and put your pricing on a dedicated, clearly structured page. That alone makes you visible to AI agents that are already searching for what you sell.

The businesses that are machine-readable when agentic commerce arrives won't need to scramble later. They'll already be in the results — because the agent found them first.


Want a checklist and template for making your business machine-readable? The Boring Automation Pack includes structured data templates, a machine-readiness audit, and setup guides built for small businesses.

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