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

Collective

lnk.bio is largely invisible to agents.

Listed by Overture Maps.

MenuCallWebsite

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

Dao by Dorsett AMTD Singapore, 6 Shenton Way, OUE Downtown 1, #07-01, 068809, Singapore · +6568126050

WhatsApp: a link on the site

Read by AI agents 20 times this month (ClaudeBot 20). The crawlers behind the assistants read this page when they answer questions about the business.

Nearby, also direct

Places near Collective 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 Collective's website, so they go by what other sites say about it.

15.4%

10 of 65 points available

–

agent-readiness level

4

things to fix

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

See what an AI agent reads on this site →

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.

The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 22 everyday questions about Singapore and named 160 places. Collective wasn't one of them. See who was named →

Where it stands

How Collective compares

Where it stands

2,239 of 2,556 in Singapore

Top 88% of the sites scanned in this index. Just above: CRAVE The Original Adam Rd Nasi Lemak By Selera Rasa F, Carnivori F. Just below: Coo Bistro F, East Treasure Specialty Prawn Noodle @ Bukit Batok F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain97%no
Publish the menu or price list as HTML89%no
Let AI crawlers in (no block at the server or in robots.txt)97%no
Structured data with address, phone and hours54%no
Have an llms.txt49%no

The top 10% are the 261 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Annalakshmi Restaurant indian16 mDno
Takayama japanese29 mFno
VENUE by Sebastian33 mFyes
Akasa | Indian Restaurant Singapore indian64 mAyes
En Dining japanese100 mByes
Ristorante Amarone italian105 mFno
SaladStop salad119 mByes
Sushisamba135 mByes
Rollie Olie sushi136 mFno
Gyushi - OUE Downtown japanese173 mByes
Businesses like yours

Businesses like Collective in Singapore

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Singapore2,55654%34%15.4%

The best of the businesses of the same kind in Singapore

Akasa | Indian Restaurant Singapore A 100% · Alaturka A 100% · Alijiang A 100% · Armoury Steaks and Craft Beer A 100% · Artemis Grill and Sky Bar 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; Booking through an unrecognised third party), the score would be about 90.8%. That would be 117th of 2,556 in Singapore, up from 2239th.

This site appears in 25 cities (38 places on lnk.bio). All the cities it's in →

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 +25 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. Booking through an unrecognised third party +9 points

    Check that the provider keeps your business as the seller of record. How to fix it

  4. Menu or price list is a PDF +3 points

    Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. 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 Singapore. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.

Builder: unknown · A plain fetch got http_403; a real browser got the page, so the scan continues on the rendered page.

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": "Collective",
  "url": "https://lnk.bio/collective_dao",
  "telephone": "+6568126050",
  "address": "Dao by Dorsett AMTD Singapore, 6 Shenton Way, OUE Downtown 1, #07-01, 068809, Singapore",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.27675495,
    "longitude": 103.84837587
  }
}
</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/lnk.bio"><img src="https://directindex.org/badge/lnk.bio.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 Collective

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/lnk.bio, through the MCP tool direct_record and in the city feed /city/singapore/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuwww.daobydorsett.com/pdf/dao-by-dorsett-amtd-singapore/menu/ pdffrom the scan
Hoursnone on record
Phone+6568126050

Stable links that count: /go/lnk.bio/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

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