# Oakwood Pizza Box: Agent-Direct Score B (81.5%)

Site: https://oakwoodpizzabox.com/
Report: https://directindex.org/r/oakwoodpizzabox.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Oakwood Pizza Box is mostly ready for agents.
An AI assistant can open Oakwood Pizza Box's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through ChowNow.

## Direct links
- Order directly: https://ordering.chownow.com/order/9274/locations (through chownow acting for the business)
- Phone: +1 919 594 1605
- Address: North Person Street 610 27604 Raleigh
- Hours, from OpenStreetMap: Mon–Tue closed; Wed–Thu 17:00–21:00; Fri–Sun 12:00–21:00
- Step-free access (OpenStreetMap)
- Prices: 23 prices on the site, the middle one $11.00

## Nearby, also direct
Places near Oakwood Pizza Box that take a booking or an order on their own website, with no marketplace in between.
- Jolie (30 m): https://directindex.org/r/restaurantjolie.com
- Krispy Kreme (80 m): https://directindex.org/r/krispykreme.com
- Bad Daddy's Burger Bar (510 m): https://directindex.org/r/baddaddysburgerbar.com
- Side Street Restaurant (560 m): https://directindex.org/r/sidestreetrestaurantraleigh.com
- SmokeStacks Cafe (710 m): https://directindex.org/r/smokestackscaferaleigh.com

## What to fix first
- **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
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **23 prices on the landing page, the middle one $11.00.** 

## Fix kit: What to paste

llms.txt. Save as /llms.txt at the root of the site.

```
# Oakwood Pizza Box

> restaurant (pizza) in North Person Street 610 27604 Raleigh, Raleigh. Phone +1 919 594 1605.

## Book or order directly

- Order: https://ordering.chownow.com/order/9274/locations (through chownow acting for the business)

## Opening hours

Fr-Su 12:00-21:00; We-Th 17:00-21:00

## About

- Website: https://oakwoodpizzabox.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## 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 (Restaurant).** address, phone, opening hours
- **Ordering through chownow on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
70 of 243 in Raleigh. Top 29% 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 | 100% | yes |
| Publish the menu or price list as HTML | 100% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 56% | yes |
| Have an llms.txt | 48% | no |

Nearest places in the index: Crawford and Son (C, 26 m, https://directindex.org/r/crawfordandsonrestaurant.com); Jolie (B, 33 m, https://directindex.org/r/restaurantjolie.com); Cora (D, 70 m, https://directindex.org/r/corakitchenbar.com); Krispy Kreme (B, 75 m, https://directindex.org/r/krispykreme.com); Standard Beer + Food (C, 213 m, https://directindex.org/r/standardbeerandfood.com); Bad Daddy's Burger Bar (A, 510 m, https://directindex.org/r/baddaddysburgerbar.com); Stanbury (D, 555 m, https://directindex.org/r/stanburyraleigh.com); Side Street Restaurant (A, 564 m, https://directindex.org/r/sidestreetrestaurantraleigh.com); SmokeStacks Cafe (B, 708 m, https://directindex.org/r/smokestackscaferaleigh.com); Gringo A Go Go (B, 812 m, https://directindex.org/r/gringoraleigh.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.

The assistants were asked 22 everyday questions about Raleigh and named 138 places. Oakwood Pizza Box wasn't one of them. See who was named: https://directindex.org/city/raleigh/recommended


Compared with its peers: Sites using ChowNow 73% (55% A or B, 1147 sites); This site 81.5%.

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

## Businesses like Oakwood Pizza Box in Raleigh

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Raleigh | 243 | 64% | 54% | 81.5% |
| Sites using ChowNow in Raleigh | 5 | 77% | 100% | 81.5% |

The best of the sites using ChowNow in Raleigh: Bella Monica (B 83.1%, https://directindex.org/r/bellamonica.com); Captain Stanleys Seafood (B 73.8%, https://directindex.org/r/captainstanleysseafood.com); Poke Burri Raleigh (B 72.3%, https://directindex.org/r/pokeburri.com); Relish Craft-Kitchen and Bourbon Bar (B 72.3%, https://directindex.org/r/relishraleigh.com).

With the fix above (No menu or price list found), the score would be about 92.3%. That would be 19th of 243 in Raleigh, up from 70th.

## The direct record
What agents get for Oakwood Pizza Box, as JSON: https://directindex.org/api/direct/oakwoodpizzabox.com
- Book: none on record
- Order: https://ordering.chownow.com/order/9274/locations (vendor on own site: ChowNow; found by the scan of 2026-10-24, not yet tested)
- Menu: none on record
- Hours: Fr-Su 12:00-21:00; We-Th 17:00-21:00 (open now) (from OpenStreetMap)
- Phone: +1 919 594 1605
- Stable links that count: https://directindex.org/go/oakwoodpizzabox.com/order

## 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
- Vendor terms for agents, ChowNow: Not stated. ChowNow's customer terms (8 September 2025) bar automated means such as spiders, robots and crawlers to download or scrape data, except search engines; they do not address an agent placing an order for a person, and no agent programme was found. Read 2026-10-15: https://get.chownow.com/terms-of-service

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 18 | 25 |
| Actionable | 10 | 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/oakwoodpizzabox.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: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

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