# Amihan Grill: Agent-Direct Score F (0%)

Site: https://usa.inquirer.net/141433/amihan-grill-bakeshop-opens-second-branch-in-calgary
Report: https://directindex.org/r/inquirer.net
Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Amihan Grill is largely invisible to agents.
AI assistants can't open Amihan Grill's website, so they go by what other sites say about it.
## What to fix first

## What the site tells visitors (Measured, not scored)
- **The footer says © 2019.** Visitors and assistants may read that year as the last time anyone looked after the site. In Calgary, 70% of comparable sites that show a year say 2025 or later.

- **The site turns away every visitor that isn't a browser, AI agents included.** (+23.8 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. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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. Guide: https://directindex.org/guides/structured-data-restaurant
- **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
- **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. Guide: https://directindex.org/guides/menu-pdf-ai
- **robots.txt blocks GPTBot.** (no points, but worth doing) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents

## 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": "Restaurant",
  "name": "Amihan Grill",
  "url": "https://usa.inquirer.net/141433/amihan-grill-bakeshop-opens-second-branch-in-calgary",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.0800323,
    "longitude": -113.9968005
  }
}
</script>
```

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
```

## Already right
- Nothing.

## Where it stands
1290 of 1362 in Calgary. Top 95% 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 | 99% | no |
| Publish the menu or price list as HTML | 98% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | no |
| Structured data with address, phone and hours | 63% | no |
| Have an llms.txt | 39% | no |

Nearest places in the index: Clay Oven Restaurant (D, 25 m, https://directindex.org/r/clayovencalgary.com); Yenny Delights (B, 37 m, https://directindex.org/r/yennydelights.com); Flames Pizza & Wings (D, 40 m, https://directindex.org/r/flamespizza.ca); Saffron Bistro (F, 42 m, https://directindex.org/r/saffronbistro.ca); Smashburger (B, 200 m, https://directindex.org/r/smashburger.com); McDonald's (F, 209 m, https://directindex.org/r/mcdonalds.com); Basil (F, 219 m, https://directindex.org/r/foodeist.com); Butt Karahi Restaurant & Banquet Hall (B, 253 m, https://directindex.org/r/buttkarahicanada.ca); Elymi Buffet (B, 400 m, https://directindex.org/r/elymibuffet.com); Tony Roma's (B, 404 m, https://directindex.org/r/tonyromasalberta.ca).

## 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.

The assistants were asked 12 everyday questions about Calgary and named 56 places. Amihan Grill wasn't one of them. See who was named: https://directindex.org/city/calgary/recommended


Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 0%.

See what an AI agent reads on this site: https://directindex.org/r/inquirer.net/agent-view

## Businesses like Amihan Grill in Calgary

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Calgary | 1362 | 57% | 39% | 0% |
| Sites built with WordPress in Calgary | 461 | 64% | 43% | 0% |

The best of the sites built with WordPress in Calgary: Pacini Calgary South (A 100%, https://directindex.org/r/pacini.com); ACME Pizza & Pasta co. (A 97.5%, https://directindex.org/r/acmepasta.ca); Scarpetta (A 96.9%, https://directindex.org/r/scarpettacucina.ca); Scarpetta Cucina Italiana (A 96.9%, https://directindex.org/r/scarpettacucina.ca); Chuck E. Cheese (A 96.3%, https://directindex.org/r/chuckecheese.com).

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 82.8%. That would be 235th of 1,362 in Calgary, up from 1290th.

## The direct record
What agents get for Amihan Grill, as JSON: https://directindex.org/api/direct/inquirer.net
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: none on record

## 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): 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.

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

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

Keep watching this business (https://directindex.org/r/inquirer.net/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/inquirer.net/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=inquirer.net&force=1