# Kohi Roastery & Coffee Bar: Agent-Direct Score C (61.5%)

Site: http://kohi-roastery.com/
Report: https://directindex.org/r/kohi-roastery.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Kohi Roastery & Coffee Bar is partly visible to agents.
An AI assistant can open Kohi Roastery & Coffee Bar's website. It can read what Kohi Roastery & Coffee Bar offers. It can't find a link to book or order online.

## Direct links
- Menu: https://www.kohi-roastery.com/products/fellow-carter-move-mug-tumbler
- Phone: +6580279991
- Address: 5 Shenton Wy, #01-01 UIC Building, 068808, Singapore
- Prices: 7 prices on the site, the middle one SGD 40.00

## Nearby, also direct
Places near Kohi Roastery & Coffee Bar that take a booking or an order on their own website, with no marketplace in between.
- The Autobus (140 m): https://directindex.org/r/autobussg.com
- Kyo Kohee (240 m): https://directindex.org/r/kyokohee.com
- Coffee Hive (250 m): https://directindex.org/r/yebber.com

## What to fix first
- **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. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## What the site tells visitors (Measured, not scored)
- **7 prices on the landing page, the middle one SGD 40.00.** In Singapore, the middle price of comparable sites that show prices is SGD 29.50.

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Kohi Roastery & Coffee Bar",
  "url": "http://kohi-roastery.com/",
  "telephone": "+6580279991",
  "address": "5 Shenton Wy, #01-01 UIC Building, 068808, Singapore",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.27717242,
    "longitude": 103.84904529
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
412 of 1034 in Singapore cafes and bars. Top 40% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | no |
| Publish the menu or price list as HTML | 84% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 36% | no |
| Have an llms.txt | 52% | yes |

Nearest places in the index: Omotesando Koffee (F, 78 m, https://directindex.org/r/ooo-koffee.com); The Autobus (B, 135 m, https://directindex.org/r/autobussg.com); The Cocktail Office (D, 158 m, https://directindex.org/r/thecocktailoffice.com); Soul Smoothie Bar (F, 180 m, https://directindex.org/r/soulsmoothiebar.com); Sojourner Coffee (D, 190 m, https://directindex.org/r/sojournercoffee.co); Flash Coffee (B, 197 m, https://directindex.org/r/flash-coffee.com); Cherki (C, 214 m, https://directindex.org/r/cherki.sg); Avorush (D, 215 m, https://directindex.org/r/avorush.com); Kyo Kohee (D, 236 m, https://directindex.org/r/kyokohee.com); Coffee Hive (C, 245 m, https://directindex.org/r/yebber.com).

## What assistants answer
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.


Compared with its peers: Sites built with Shopify 48% (26% A or B, 7656 sites); This site 61.5%.

See what an AI agent reads on this site: https://directindex.org/r/kohi-roastery.com/agent-view

## Businesses like Kohi Roastery & Coffee Bar in Singapore cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Singapore cafes and bars | 1034 | 51% | 30% | 61.5% |
| Sites built with Shopify in Singapore cafes and bars | 129 | 62% | 43% | 61.5% |

The best of the sites built with Shopify in Singapore cafes and bars: Common Man Coffee Roasters (A 96.3%, https://directindex.org/r/commonmancoffeeroasters.com); Hvala (A 93.8%, https://directindex.org/r/hvala.com.sg); Heart Of Darkness (A 87.7%, https://directindex.org/r/heartofdarknessbrewery.com); RaisuGood by @emmashalalkitchen (A 87.7%, https://directindex.org/r/emmashalalkitchen.com); Brawn & Brains Coffee (A 87.5%, https://directindex.org/r/brawnandbrains.sg).

With the two fixes above (No booking or ordering link on the website; Structured data is incomplete), the score would be about 95.4%. That would be 10th of 1,034 in Singapore cafes and bars, up from 412th.

## The direct record
What agents get for Kohi Roastery & Coffee Bar, as JSON: https://directindex.org/api/direct/kohi-roastery.com
- Book: none on record
- Order: none on record
- Menu: https://www.kohi-roastery.com/products/fellow-carter-move-mug-tumbler (html_page; from the scan)
- Hours: none on record
- Phone: +6580279991
- Stable links that count: https://directindex.org/go/kohi-roastery.com/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): yes
- 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/kohi-roastery.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: yes
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: yes
- OAuth protected resource metadata: yes
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/kohi-roastery.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/kohi-roastery.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=kohi-roastery.com&force=1