# Otto And Pepe: Agent-Direct Score B (81.5%)

Site: https://www.ottoandpepe.com
Report: https://directindex.org/r/ottoandpepe.com
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Otto And Pepe is mostly ready for agents.
An AI assistant can open the website of Otto And Pepe. It can read what Otto And Pepe offers. It finds a way to book or order directly, through link.bucketlisters.com.

## Direct links
- Menu: https://www.ottoandpepe.com/#menu
- Phone: (305) 989-3181

## What to fix first
- Prices: 59 prices on the site, the middle one $19.00

## What the site tells visitors (Measured, not scored)
- **59 prices on the landing page, the middle one $19.00.** In Miami, the middle price of comparable sites that show prices is $15.37.

- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Ordering only through doordash.** (+9 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Otto And Pepe",
  "url": "https://www.ottoandpepe.com",
  "telephone": "(305) 989-3181",
  "address": "126 NW 27th St, 33127, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.802401,
    "longitude": -80.192109
  },
  "hasMenu": "https://www.ottoandpepe.com/#menu"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
573 of 2979 in Miami. Top 19% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 68% | no |
| Have an llms.txt | 44% | yes |

Nearest places in the index: The Crepes and Waffles Bar (F, 18 m, https://directindex.org/r/thecrepesandwafflesbar.com); Flyfuel Food Co. (B, 166 m, https://directindex.org/r/eatflyfuel.com); Sandwich Qbano Miami (D, 166 m, https://directindex.org/r/sandwichqbano.com); Hoshi and Sushi Fusion Cuisine (B, 166 m, https://directindex.org/r/hoshiandsushi.com); Pho 305 (F, 168 m, https://directindex.org/r/pho305.com); Chimba (B, 175 m, https://directindex.org/r/chimbamiami.com); Enriqueta's Sandwich Shop (C, 183 m, https://directindex.org/r/singleplatform.com); Mario The Baker (B, 186 m, https://directindex.org/r/mariothebaker2ndave.com); Eduble Chefs (F, 190 m, https://directindex.org/r/edublechefs.com); Jigga Jerk Joint (C, 193 m, https://directindex.org/r/jiggajerkjoint.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Asked 12 everyday questions about Miami, the assistants named 65 places; Otto And Pepe was not among them. See who was named: https://directindex.org/city/miami/recommended


Against its peers: Sites built with Webflow 59% (27% A or B, 2785 sites); Sites using DoorDash 60% (33% A or B, 235 sites); This site 81.5%.

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

## Businesses like Otto And Pepe in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami | 2979 | 54% | 35% | 81.5% |
| Sites built with Webflow in Miami | 54 | 67% | 52% | 81.5% |
| Sites using DoorDash in Miami | 22 | 67% | 50% | 81.5% |
| Sites built with Webflow and using DoorDash in Miami | 1 | 82% | 100% | 81.5% |

The best of the sites using DoorDash in Miami: Manny's Wood Grill (A 100%, https://directindex.org/r/mannyswoodgrill.com); Montana's (A 86.2%, https://directindex.org/r/montanasmiamibeach.com); Rakija Lounge (A 86.2%, https://directindex.org/r/rakijalounge.com); Local Pie (B 81.5%, https://directindex.org/r/thelocalpie.com); Calista - Greek Seafood Taverna (B 76.9%, https://directindex.org/r/calistataverna.com).

With the three fixes above (Booking through an unrecognised third party; Ordering only through doordash; Structured data is incomplete) the score would be about 100%: first of 2,979 in Miami.

## The direct record
What agents get for Otto And Pepe, as JSON: https://directindex.org/api/direct/ottoandpepe.com
- Book: none on record
- Order: none on record
- Menu: https://www.ottoandpepe.com/#menu (html_page; from the scan)
- Hours: none on record
- Phone: (305) 989-3181
- Stable links that count: https://directindex.org/go/ottoandpepe.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): 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 6 | 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/ottoandpepe.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: 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: 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/ottoandpepe.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/ottoandpepe.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=ottoandpepe.com&force=1