Diagnosis before the cure
You can't fix what you can't see
Can your customers find you? Can Google? Can an AI assistant actually book you? Most local businesses can’t tell.
So we measure it first— free, in about a minute, a real score across the four things that decide whether you get found and booked. If there’s a problem worth fixing, we fix it. It starts with knowing.
Measure
A free 0 to 100 score in about a minute. Your website, your Google profile, your social reach, and whether an AI assistant can actually book you.
See
Exactly where people, Google and AI assistants get stuck before they ever visit, call, book or order. No guessing, real gaps.
Fix
Only what the score says you need. A site, a booking system, real visibility work. Never a package you don't.
Free Online Presence Diagnostic
Designed for humans. Structured for AI.
See where customers get stuck before they visit, book, call or order.
We check your website, Google/Maps profile, social presence and booking flow — then give you four clear scores and a free action plan.
Get a short instant score. Receive your free full diagnostic and detailed action plan by email.
The AI shift
People now ask AI before they decide where to go
The share of consumers who use AI to find a local business jumped from 6% to 45% in a single year. More and more, discovery starts inside ChatGPT and Google’s AI answers before a customer ever opens your website.
And AI doesn’t pick the prettiest site. It picks the ones it can actually read and book— clear, structured, machine-readable — and quietly skips the rest. That is why an estimated 83% of restaurants are invisible in AI search.
Assistants are starting not just to answer, but to act: finding a place and trying to book it end to end.
This isn’t coming, it’s here. In 2026 Google switched on AI restaurant booking, and 89% of people say they’d let an AI agent handle a booking. The search box is becoming a booking agent.
If an assistant cannot understand or book your place, it recommends another.
Why this matters, the numbers
People respond to how your site looks. AI systems depend on how clearly its facts and actions are structured. You need both, and it comes down to two questions: can it read you, can it book you.
of consumers now use AI to find a local business
up from 6% a year ago (BrightLocal, 2026)
of restaurants are invisible in AI search
they can't be recommended if AI can't read them
more likely to be named by AI when your site is machine-readable
structured, AI-readable and AI-bookable — the exact thing we build
We measured this ourselves in Amsterdam: 200 restaurants, one identical pass.
Sources: BrightLocal Local Consumer Review Survey 2026 · Uberall, 2026 · structured-data / AI-citation research, 2026. We build for exactly what these measure.
60 seconds, no credit card
How customers see you
How AI sees you
Four scores, your top gaps and a concrete plan — free, by email.
The G-Lab Score Method
We don’t just check if you have a website. We score the full path from discovery to booking: presence, actions, AI readiness and agent-ready booking.
Agent-Ready Booking
Most sites have a contact form. Fewer have a booking path that a customer — or an AI assistant — can actually find, understand and complete. We check whether your reservation path is clear, reachable and free of unnecessary blockers.
Direct booking path · Readable form · No blockers · Clear confirmation
THE SCORE NO ONE ELSE CHECKSSample report
Top gap: Booking path is unclear.
Online Presence
Everything a customer — or their AI assistant — checks before they choose you: website, mobile experience, Google/Maps profile, social links, menu, photos, reviews.
Customer Actions
Call, message, book, order, open menu, get directions, check hours. Every extra tap or unclear step is a chance for a customer to give up.
AI Readiness
Clear business structure, FAQ, entity signals, recommendation context. Structured so AI assistants can understand and recommend you.
The diagnostic, in numbers
scores in your report — presence, actions, AI readiness, agent-ready booking
seconds to your first score. Six fields, nothing else to fill in
for the full report — free, with a concrete action plan by email
What happens next
Submit your business
Business name, a website or social link, and your city. Three fields, about 15 seconds — nothing else to fill in.
Get an instant score
See a short snapshot of your current online presence, scored out of 100, with the biggest gaps called out first.
Receive your full diagnostic and action plan
We send the free full report with concrete steps to improve your score by email, plus a recommended starting point.
FAQ
Frequently asked questions
Who is G-Lab Studio?
We built the Agent-Ready Booking Score, a public scoring framework for whether a local business can be found, understood and booked by the AI assistants customers increasingly use. We do two things: measure it, with a free diagnostic, and fix it, with AI-bookable websites, a booking system whose guests stay yours, and the monthly visibility work that gets you recommended. Not a generic web studio. The instrument, and the fix, for how customers now find local places.
Why does this matter right now?
Discovery already moved to AI. 45% of consumers now use AI to find a local business, up from 6% a year ago (BrightLocal, 2026), and in 2026 Google switched on AI restaurant booking — search became action. Yet 83% of restaurant locations and 84% of hotels never appear in AI recommendations at all, because their sites can't be read by it. The businesses that get ready first get chosen. The rest get quietly skipped.
What does the free diagnostic check?
Four things that decide whether you get chosen: your online presence (can people and Google find you), customer actions (can a visitor book, call or open your menu without a dead end), AI readiness (can a machine read your business facts), and your Agent-Ready Booking score (could an AI assistant actually complete a booking on your site). You get a score out of 100 in about a minute, biggest gaps first. The full method is public on our methodology page.
What does “AI-assistant bookable via public API” actually mean?
It means your booking is open to software, not just to people with a mouse. Your site publishes a public, machine-readable booking interface: an assistant can discover it on its own, read your real free times, and create a confirmed reservation — no form to click through, no account, no marketplace in the middle. We have done this end to end with independent AI assistants, and it returns a real booking number. Almost nobody offers this: in our latest research on Amsterdam restaurants, not one of the 163 sites we tested had a booking interface an assistant could use.
Which AI can actually book me?
Agents. There is a real difference between a chat window and an agent: a chat answers questions, an agent does things. Agents book you today — OpenAI's Codex, Claude, and an agent built on the open-source Hermes have all created confirmed reservations on our system, and any agent wired to tools can do the same: your booking speaks MCP, the open standard AI platforms use to let their assistants act, so when a platform switches booking on, you are already plugged in. Chat and answer surfaces like the ChatGPT window or Perplexity are built to read, not to act, so they cannot send a booking anywhere yet, to us or to anyone. They are all growing hands, and you are already reachable when they do.
Is the diagnostic really free, and what does the fix cost?
The diagnostic is free and needs no credit card. You get an instant score out of 100 plus your biggest gaps, in about a minute. And if the score finds a problem worth fixing — that's exactly what we do: after the diagnostic we propose the specific fix your result calls for, not a generic package. No obligation either way.