# Freda's Seafood Grille: Agent-Direct Score A (100%)

Site: https://www.fredasaustin.com/
Report: https://directindex.org/r/fredasaustin.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Freda's Seafood Grille is ready for agents.

## Direct links
- Book directly: https://www.fredasaustin.com/reservations (on the business's own site)
- Order directly: https://ordering.chownow.com/order/10165/locations?add_cn_ordering_class=true (through chownow acting for the business)
- Menu: https://www.fredasaustin.com/dinner
- Phone: +1-512-506-8700

## What to fix first
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

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

```
# Freda's Seafood Grille

> restaurant (seafood, steak house, salad, dessert) in Pecan Park Boulevard 10903 78750 Austin, Austin. Phone +1-512-506-8700.

## Book or order directly

- Book: https://www.fredasaustin.com/reservations (on the business's own site)
- Order: https://ordering.chownow.com/order/10165/locations?add_cn_ordering_class=true (through chownow acting for the business)
- Menu: https://www.fredasaustin.com/dinner

## Opening hours

Mo-Su 11:30-21:00

## About

- Website: https://www.fredasaustin.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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering through chownow on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
1 of 654 in Austin. Top 1% 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% | yes |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 64% | yes |
| Have an llms.txt | 23% | no |

Nearest places in the index: Olive Garden (B, 279 m, https://directindex.org/r/olivegarden.com); Fuddruckers (B, 355 m, https://directindex.org/r/fuddruckers.com); Fire Bowl Cafe (B, 706 m, https://directindex.org/r/firebowlcafe.com); Soto Japanese Restaurant & Sushi Bar (B, 728 m, https://directindex.org/r/sotoaustin.com); Hot Dog on a Stick (B, 755 m, https://directindex.org/r/hotdogonastick.com); Mad Greens (A, 758 m, https://directindex.org/r/madgreens.com); Auntie Anne's (F, 761 m, https://directindex.org/r/auntieannes.com); Great American Cookies (B, 798 m, https://directindex.org/r/greatamericancookies.com); Texican Cafe (B, 830 m, https://directindex.org/r/texicancafe.com); Pita Fusion (B, 860 m, https://directindex.org/r/pitafusion.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.

Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); Sites using ChowNow 72% (53% A or B, 270 sites); This site 100%.

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

## Businesses like Freda's Seafood Grille in Austin

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Austin | 654 | 51% | 40% | 100% |
| Built with Squarespace in Austin | 81 | 76% | 74% | 100% |
| Using ChowNow in Austin | 10 | 70% | 40% | 100% |
| Built with Squarespace and using ChowNow in Austin | 5 | 80% | 80% | 100% |

The best of Built with Squarespace and using ChowNow in Austin: 24 Diner (B 80%, https://directindex.org/r/24diner.com); Tsukimi All-You-Can-Eat Sushi (B 78.5%, https://directindex.org/r/tsukimiaustin.com); Salty Sow (B 76.9%, https://directindex.org/r/saltysow.com); Suprabhat (C 64.6%, https://directindex.org/r/suprabhataustin.com).

## The direct record
What agents get for Freda's Seafood Grille, as JSON: https://directindex.org/api/direct/fredasaustin.com
- Book: https://www.fredasaustin.com/reservations (own site; verified direct, 2026-10-14)
- Order: https://ordering.chownow.com/order/10165/locations?add_cn_ordering_class=true (vendor on own site: ChowNow; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.fredasaustin.com/dinner (html_page; from the scan)
- Hours: Mo-Su 11:30-21:00 (closed now) (from OpenStreetMap)
- Phone: +1-512-506-8700
- Stable links that count: https://directindex.org/go/fredasaustin.com/book, https://directindex.org/go/fredasaustin.com/order, https://directindex.org/go/fredasaustin.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 30 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/fredasaustin.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

Deep report: https://directindex.org/r/fredasaustin.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=fredasaustin.com&force=1