The Direct Index
Report · Auckland · scanned 2026-10-22

MadamYen

madamyen.co.nz is largely invisible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach MadamYen directly, with no marketplace in between. Checked 2026-10-22. Report a mistake

31 Clyde Rd, 0630, Auckland · +6499481090

Nearby, also direct

Places near MadamYen that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

AI assistants can't open MadamYen's website, so they go by what other sites say about it.

15.6%

13.3 of 85 points available

–

agent-readiness level

5

things to fix

Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Assistants

Why the assistants send people elsewhere

One sentence on why

2026-10-27 ChatGPT and Gemini sent customers to Uber Eats and DoorDash because the site blocks non-browser visitors, lacks readable text without JavaScript, and contains no ordering path.

A model wrote this from the stored answers and the scan's facts, and nothing else. The answers themselves are quoted below, under "What assistants answer".

Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

AssistantOfficial website?Where to book?Where to order?
ChatGPTown siteown sitemarketplace: ubereats
Geminiown siteown sitemarketplace: ubereats

Asked on 2026-10-27 with web search on. 67% of the answers pointed to the business's own site or to a vendor working for it. That share is the Cited part of the score.

The assistants were asked 12 everyday questions about Auckland and named 65 places. MadamYen wasn't one of them. See who was named →

What ChatGPT said 2026-10-27, three questions

Official website?
https://madamyen.co.nz/ (companyhub.nz (https://www.companyhub.nz/companyDetails.cfm?nzbn=9429051479053&utmsource=openai))

Where to book?
https://madamyen.co.nz/ (restaurantguru.com (https://restaurantguru.com/MadamYen-Auckland?utmsource=openai))

Where to order?
You can order from Madam Yen through Uber Eats. Use this link: Order from Madam Yen (https://www.ubereats.com/nz/store/madam-yen-drink-%26-eatery/zPadkysJVkq6qgSQG3V48A) (ubereats.com (https://www.ubereats.com/nz/store/madam-yen-drink-%26-eatery/zPadkysJVkq6qgSQG3V48A?undefined=%3C&utmsource=openai))

What Gemini said 2026-10-27, three questions

Official website?
The official website of MadamYen, a restaurant in Auckland, New Zealand, is madamyen.nz.

Where to book?
You can book a table at MadamYen in Auckland, New Zealand, directly through their online reservation system. Here is the link you should use: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGT7Sv13UcDBGHDBEzpA9-IJKIRnnW77aoxDU2f4NUXR1BhRVpJMGRJewicdFqdxGGnnt0oLGAHdUHVg1LFplJm4LpQi-d5dhToUGSlymwlOdQosDa7-XJusVfvbDt0

Where to order?
You can order food online from MadamYen in Auckland, New Zealand, using the following delivery platforms: Uber Eats: Order Madam Yen Drink & Eatery | Menu & Prices | Auckland Delivery - Uber Eats (https://www.ubereats.com/nz/store/madam-yen-drink-eatery/jQf2pG2hT1e5y3X0gL7Q) DoorDash: [Order Madam Yen - Auckland, Menu Delivery [Menu & Prices] - DoorDash](https://www.doordash.com/store/madam-yen-auckland-23253813/)

Where it stands

How MadamYen compares

Where it stands

1,084 of 1,155 in Auckland

Top 94% of the sites scanned in this index. Just above: Hello Chicago F, Kitchenette F. Just below: 555 Thai Cuisine Takeaway F, Burger F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML96%no
Let AI crawlers in (no block at the server or in robots.txt)97%no
Structured data with address, phone and hours43%no
Have an llms.txt38%no

The top 10% are the 117 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Siam Thai thai25 mByes
21 Days Bar and Brasserie29 mAyes
Thai Browns Bay Cafe and Restaurant35 mFno
Bolliwood Browns Bay indian60 mCyes
Monsoon Indian Cuisine indian62 mDyes
Flavours of India indian151 mDno
Zero Japanese Ramen Sake Bar japanese158 mByes
Rack N Roll Ribs barbecue171 mByes
Palato201 mFno
Buon Venuti italian244 mDyes
Businesses like yours

Businesses like MadamYen in Auckland

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Auckland1,15559%38%15.6%

The best of the businesses of the same kind in Auckland

1947 Eatery A 100% · At Bangkok A 100% · Bali Nights A 100% · Bar Magda A 100% · Bodega Eatery A 100%

After the top fixes

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No booking or ordering link on the website), the score would be about 78%. That would be 230th of 1,155 in Auckland, up from 1084th.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. The site turns away every visitor that isn't a browser, AI agents included +23 points

    A plain fetch was refused (http_403). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it

  2. No structured data for the business +15 points

    Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  3. No booking or ordering link on the website +15 points

    There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. How to fix it

  4. No menu or price list found +7 points

    Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. How to fix it

  5. Almost no text without JavaScript no points, but worth doing

    Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Auckland. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in There's no robots.txt, which means everything is allowed.

Builder: unknown · A plain fetch got http_403; a real browser got the page, so the scan continues on the rendered page.; almost no text without JavaScript

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.

Show the code to paste

Structured data (JSON-LD)

Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "MadamYen",
  "url": "Http://madamyen.co.nz/",
  "telephone": "+6499481090",
  "address": "31 Clyde Rd, 0630, Auckland",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -36.7163267,
    "longitude": 174.74841603
  }
}
</script>
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score F

<a href="https://directindex.org/r/madamyen.co.nz"><img src="https://directindex.org/badge/madamyen.co.nz.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for MadamYen

No direct path on record: the scan of 2026-10-22 found no booking or ordering link on madamyen.co.nz or on a vendor's site. The same record is served as JSON at /api/direct/madamyen.co.nz, through the MCP tool direct_record and in the city feed /city/auckland/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone+6499481090

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

UCP profile
/.well-known/ucp, Google and Shopify's Universal Commerce Protocol
no
ACP discovery document
/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol
no
MCP server card
/.well-known/mcp/server-card.json
no
Ordering vendor that takes agent orders
Square, Toast, or a vendor whose terms allow agents
no

Only a real browser got this page (a plain fetch got http_403); Readable and Actionable were measured on the rendered page.

Agent readiness

Not measured

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

JSON-LD for the businessno