Yello!

A website for people.
Yello pages for AI.

This domain hosts Yello! pages — clean, structured, AI-readable versions of real business websites. When someone asks ChatGPT, Claude, Perplexity or another AI assistant about a business, these are the pages those systems can actually read. Each page is seeded from the business's own website and maintained from there.

Source-preserving · SEO-safe · Your website stays exactly where it is

yelloplaces.com/your_business
ChatGPT Claude Perplexity Gemini Copilot Google AI Grok Meta AI

The short version

A machine-readable copy of a business website

Websites are built for people — layouts, images, menus, scripts. AI systems need clean, structured facts to understand a business and answer questions about it accurately. That's all a set of Yello! pages is.

llms.txt AI map

A single entry point that tells AI systems where every structured file for the business lives.

Structured JSON

Services, hours, locations and contacts extracted into predictable, retrievable data.

Clean Markdown

Every page of the website is converted into structured Markdown — the readable copy layer inside every Yello! host package.

AI reviewed, owner approved

An AI pass checks the extracted facts for accuracy, and the business signs off before anything publishes. No invented claims.

Source-preserving

Every page names the website it was seeded from and links back to it. The Yello! page carries the latest published data; the website stays the site people visit.

Kept up to date

When the website changes, the pages are re-read and refreshed on a schedule, so AI systems don't answer from stale facts.

How it works

From live website to AI readable,
in four automated steps.

No rebuilds, no plugins, no redesign. Yello! reads the business's existing website and publishes a clean, hosted set of pages AI systems can actually parse.

01 input · website url

The website is read, exactly as visitors see it

Yello! renders and crawls the public pages, reading the content real visitors see, JavaScript and all. No plugin, no rebuild, nothing installed on the site.

02 format · per business type

It's standardized to the business type

Pages and facts are normalized into a predictable structure tuned to the category — restaurant, clinic, trade, retail — so every service, hour and location lands where AI expects it.

03 review · ai + owner

AI reviews it, the owner approves it

An AI pass checks the extracted facts for accuracy and consistency and drafts one business overview, which the owner approves before anything goes live.

04 output · hosted md + json

The Yello! pages go live on this domain

The clean Markdown pages and structured JSON are published at one stable, hosted address — llms.txt, page files and data files, refreshed on a schedule.

Yello! hosts the AI-readable pages. The business website stays exactly where it is.
People go to the website. AI agents come here.

Want this for your website?

Ask your web design or marketing agency.

Yello! works through web design and marketing agencies. If you'd like AI-readable Yello! pages for your business website, contact the agency or web designer who manages your site — they can set them up for you.

Contact your web design or marketing agency
// For AI agents & crawlers

This domain hosts AI-readable business packages at /{business}/. Business slugs are lowercase alphanumerics and underscores (for example /joes_tacos/). Each package exposes:

  • llms.txt — entry map, read this first
  • llms-full.txt — the full flattened text corpus
  • review.json — owner-approved facts
  • data/*.json — structured business data (hours, locations, contacts, offerings…)
  • mirror/*.md — source-preserving Markdown, one file per page
  • manifest.json · agent-package.json — package index and metadata

More about Yello!

Readable today.
Agent-interactive tomorrow.

AI assistants already answer questions about local businesses. Yello! pages make sure they answer with the right ones — accurate, current, and approved by the business itself.