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The context layer for AI visibility MCP enabled

Be the business AI recommends.

We measure what seven AI engines tell your buyers, who they name instead of you, and hand you the fixes.

Free: two questions on two engines, about a minute. No signup, no card.

Receipts#1 AI-visibility tool on There’s An AI For That, July 2026 ↗Part of the Firecrawl startup program ↗Featured in The Shift, Packt’s AI newsletter
  1. 1Crawlyour whole site
  2. 2Askwho the seven engines name instead of you
  3. 3Sweepthe web swept for mentions
  4. 4Writethe fixes, ready to publish
  5. 5Hand offto your own AI
paddockmap.com.aumeasured 5 Sep 2026 · our own site · an example
  1. Site read. Readiness 86/100.
  2. AI Visibility 17/100.
  3. Named instead: SideStall, FarmFinder, FairFoodie.
  4. Off-site footprint: 23/100.
  5. Connect your AI to read this over MCP.
REPORT

Five agents, seven engines, one report.

111621 Park Veterinary Hospital 26 VIDA Veterinary Care - Den… 21 Bellevue Animal Hospital 18 Peak Vets 17 BluePearl Pet Hospital 17 Highfield Vets 14 All Animal Veterinary Serv… 11 YOU named 0/7
See who AI names when your buyers go looking, and whether it’s you. Each dot is a rival the AI engines name, and the closer to the middle, the more often. Run yours in a minute.
Competitive intelligence

See who AI names instead of you.

When your buyer asks AI who to use, it answers with a name. We show you which competitors it names instead of you, how often, and where you sit against them, measured across all seven engines.

One live market from the index: vet321 answers read · 29 businesses in the market
  1. 1Park Veterinary Hospitalnamed in 26 answers
  2. 2VIDA Veterinary Care - Denvernamed in 21 answers
  3. 3Bellevue Animal Hospitalnamed in 18 answers
  4. 4Peak Vetsnamed in 17 answers
  5. 5BluePearl Pet Hospitalnamed in 17 answers
  6. 6Highfield Vetsnamed in 14 answers
  7. 7All Animal Veterinary Servicesnamed in 11 answers

Works for any industry. Run the free scan and this list becomes your market: the rivals the engines name on your buyers’ questions, and where you sit against them. Free scan →

The film
78 SECONDS

One pass through the whole instrument: who AI names instead of you, the reading layer in 3D, and your agent on the live measurement.

The instrument

One console. Free on your own domain, deeper when you pay.

Everyone else shows a demo account. This is the live console for paddockmap.com.au, one of our own sites, measured weekly exactly like a customer.

What anyone can see on their own domain in about a minute, without an account.The instrument left running, which is the only way to know whether anything you did worked.

paddockmap.com.au · 13 measurements · live
0255075100 22 July 2026 6 September 2026
paddockmap.com.au, 24 measurements. Readiness 53 to 86 as the fixes shipped, AI visibility 23 to 37. Readiness moves when you change the site. Visibility moves later, when other people’s pages start citing you. Hover any measurement.
86AI readiness
17AI visibility

Where paddockmap.com.au stands today. Readiness is our own HTML. Visibility only moves when other people's pages cite us, which is slower, and that is why the watch runs weekly.

what moved the site

the fix list, in order, in full
  1. Disambiguate your name, it collides with common words or other entities, so AI can't reliably attach signals to "PaddockMap". The moves you control today: (1) in all public text, pair the name with your category ("PaddockMap, [what you do]"), never the bare word, so models learn YOUR sense of it; (2) prioritise citations and profiles that use your full domain, not just the name; (3) if the collision is severe, consider leading with a fuller brand form in titles and profiles. An entity anchor (Knowledge Graph/Wikidata) seals it later, but those are earned through independent coverage, not self-created. Until the name is distinct, treat this as fix #1.
  2. Publish honest comparison pages for the rivals AI names against you, in our analysis of 1,001 high-intent searches, two-thirds of "you vs rival" results and five of six "alternatives" results are won by a page the brand didn't write, and those pages are what AI reads when a buyer asks it to choose. An honest head-to-head page (including who should pick them) takes that moment back.
  3. Get onto the platforms already feeding your category's AI answers: YouTube, cited 133× in the answers we measured, a channel with a few plain answer videos and community posts. Each of these is a source the engines draw on in your market right now, and you have no verified presence there yet.
Worked example: fix one, start to finishwe do not do this for you

Fixing it for you would mean living inside your stack. Instead the scan writes the artefact and names the places it belongs, so you can paste it, or hand it to your own agent and say do this.

  1. Paste this into the <head> of your home page. It is the Organization JSON-LD this scan generated for paddockmap.com.au, with the sameAs links that tell every engine which profiles are really yours. 
    {
  "@context": "https://schema.org",
  "@type": "Organization",
  "@id": "https://paddockmap.com.au/#organization",
  "name": "PaddockMap",
  "url": "https://paddockmap.com.au",
  "description": "PaddockMap, local food directory and farmers market finder.",
  "knowsAbout": "local food directory and farmers market finder",
  "sameAs": [
    "https://www.facebook.com/paddockmap"
  ]
}
  2. Publish this at /llms.txt. A plain-English summary an agent reads before it decides what you do. 
    # PaddockMap

> PaddockMap is a local food directory and farmers market finder. A national, community-powered map helping Australians find farm gates, farmers markets, butchers, bakeries, and local food producers near you.

## Key pages
- [Home](https://paddockmap.com.au/): What PaddockMap does, who it serves, and how to get started.
- [About](https://paddockmap.com.au/about): Who is behind PaddockMap, credentials, e
…
  3. Then go and get cited in these 3 places. Named from the answers in your own category, not a generic directory list.
    • Farmers Market Association of Australia (FMAA) DirectoryAI cites authoritative industry registers when recommending farm-to-consumer platforms; FMAA membership + directory listing makes PaddockMap discoverable as the official aggregator for…
    • Google Business Profile (multiple locations)ChatGPT and Perplexity pull 40%+ of local food recommendations from Google Business; create a verified GBP for PaddockMap HQ + link to farmer/market partner profiles to build citation…
    • ProductReview.com.au (Apps & Services category)Australian AI assistants cite ProductReview.com.au for local service recommendations; user reviews and ratings here directly influence Perplexity and ChatGPT's confidence in recommending…

Steps one and two are yours to paste in about ten minutes. Step three is the slow one, and it is the reason visibility moves weeks after readiness does.

Click any cell
ChaPerGemClaGroDeeAIO
local food directory Australia
where to buy direct from farmers near me
farmers markets near me Australia
farm gate produce Sunshine Coast
best way to find local produce Australia
How do I find organic food producers in my area?
What are the best local food directories in Australia?
Are there apps for local food in Australia?
How do I find farms with direct pickup near me?
named in the answer cited as a source named someone elseClick any cell to read what that engine actually said.
Pick a cell
Every one of these 63 cells holds the engine's answer, word for word. Click one.
4 of 63named us in the answer
19cited our site as a source
5 September 20269 questions, last measured
farmers markets in Australia 1/2held
local butchers Australia 1/2held
where to buy direct from farmers near me 0/7held
How do I find organic food producers in my area? 0/7held
How do I find farms with direct pickup near me? 0/7held
farm gate sales in Australia 0/2held

This is our own console, this week. Green rose since the measure before, red fell. Every paying console opens on this, question by question. See the tools →

Your data, in your AI

One line, and your own agent knows everything we measured.

There is no dashboard to learn. Point Claude, Cursor, or any agent at the connector and it reads the live measurement, then answers in your own words. This is a real exchange against our own numbers.

your agent · connected to areyoufoundbyai.com
youwhat would you fix first on paddockmap.com.au, and why?
read the live measurement · 63 answers, 13 weeks
agent
Readiness is 86/100, so the site itself is built right. Visibility is only 17/100: the engines rarely name you. The gap is off your site. Fix first: earn third-party citations where the engines already read.
claude mcp add --transport http found-by-ai https://areyoufoundbyai.com/mcp/demono key on the demo · 17 tools →
Your own AI, plugged in

Plug your own AI into your live data.

Connect your assistant over MCP and it reads your live visibility measurements straight from us. Ask it who AI recommends in your market and it answers from your real data. Free for everyone. A billion-dollar competitor won’t open its data to your AI.

Point an agent at it17 tools, no key on the demo
  1. Connect itOne line connects it to Claude, Cursor or anything that speaks MCP. 
    claude mcp add --transport http found-by-ai https://areyoufoundbyai.com/mcp/demo
  2. Ask it a questionWhich engines name you, who they name instead, and what to fix first. It answers from the live measurement.
  3. What comes backThe verbatim replies, the searches each engine ran, the rivals named, the ranked fixes. The full tool list →
Getting started

Start with the free scan. It is a real measurement.

The free check is the same instrument, run shallower, and you never enter a card before you decide to pay.

Free4 measurementsTwo questions on two engines, once, and the rivals they named.run the free scan → US$79/mo per site175 every weekTwenty-five questions re-measured weekly on all seven engines, which rivals AI names instead of you, new pages that mention you found daily, a count of the visitors arriving from AI tools, the ordered fix plan, and seventeen tools your agent can call.see the plan →

Every tier is the same instrument: the readiness audit, the verbatim answers, the fix list in order.

We have measured 4,100+ businesses, and 29% of the public index is named by no engine at all. Read a full sample report first. · Are you found by AI, for agents →

Common questions

The short answers.

Is the scan really free?

Yes. No card, no signup, and your verdict with both scores shows in about sixty seconds. Fair use: up to 15 free scans per browser per day.

Is there a guarantee?

Yes. The month-one human-reviewed report on Stay Found: at least five specific things you did not already know, or reply within seven days for a full refund. No forms, no hoops.

Is GST included?

Prices are in US dollars and exclude GST. Australian customers are charged 10% GST at checkout, so US$79/mo appears as US$86.90. Outside Australia you pay the listed price with no tax added.

Can I cancel Stay Found?

One click, from your console or any email, any time. No contracts, no exit forms. Your locked rate holds for as long as you are subscribed.

What is the AI-traffic beacon?

A one-line snippet you paste on your site that counts real visitors arriving from AI, with a live dashboard: ChatGPT, Perplexity, Claude, Copilot and Gemini. No cookies, no personal data. Included with Stay Found.

The longer answers, on the pricing page →

The architecture

Five layers, joined on one business.

We keep the whole path from the buyer's question to the answer, 76 days deep and growing every night.

  1. The questionBuyer questions with real Google search demand behind them.
    15,199questions
  2. The answerAll seven engines, asked directly and several times, every reply kept word for word.
    21,525answers kept
  3. What it read firstThe searches each engine ran before answering, and every source it cited. Explore the sources cited in the answers we measured.
    262,53423,753 source domains
  4. The site, as a machine sees itOur own crawl: the rendered page, the schema, and what an agent actually gets.
    1,438businesses crawled
  5. Whether it sent anyoneNew pages that mention you, and the visitors the engines actually sent.
    4,647mentions swept

Holding all five means you can ask what the engines read across a whole category. The readiness method and the audit suite are open source at github.com/techhorizonlabs/thl-open.

WhereMeasured in 15 countries. We ask each engine from your market, in your language, so a plumber in Leeds and one in Brisbane get their own answer. See the Australian AI Visibility Index →Australia 55%United States 14%United Kingdom 11%Ireland 9%Netherlands 8%
The reading layer

The internet, as AI reads it.

Sources cited in the answers we measured. Most markets share the same few, then add a couple of their own.

mortgagechoice money canstar bankrate commbank instagram clutch.co localsearch bbb READS all markets tap any dot for its reading · pick a market below
How to read it
The coreCited in most markets.
The rimCited in one market.
The strandsSources cited together, wider means more often.

Pick a market, the radar reforms.

Works for any industry. These are just the common ones.

Pick a market
23,753sources measured
262,534reads logged
16markets, and yours next

Explore the sources cited in the answers we measured.

One email a week: what moved in AI answers.Measured, not opinions. No pitch. Confirm by email, unsubscribe in one click. Privacy.
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