Freda's Seafood Grille
fredasaustin.com is ready for agents.
Book directly: www.fredasaustin.com/reservations on the business's own site · Order directly: ordering.chownow.com/order/10165/locations?add_cn_ordering_c through chownow acting for the business · Menu: www.fredasaustin.com/dinner
See what an AI agent reads on this site →
80 of 80 points available
agent-readiness level, Basic Web Presence
thing to fix
Action test, 2026-10-14: completed, an agent can reach the step before confirming. A ChowNow widget renders on the page and can be used without a login.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
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. How to fix it
No one is listed yet to fix this in Austin. List your agency or yourself: free, reviewed by hand.
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.
Builder: squarespace · Front: cloudflare
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on squarespace is in the guides.
llms.txt
Save as /llms.txt at the root of the site. Guide.
# 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.
1 of 654 in Austin
Top 1% of the sites scanned in this index. Just below: Raising Cane's Chicken Fingers A, Taco Bell A.
| 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 |
The top tenth is the 66 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Squarespace 7,098 sites | 65% | 48% | 100% |
| Sites using ChowNow 270 sites | 72% | 53% | 100% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Olive Garden italian | 279 m | B | yes |
| Fuddruckers burger | 355 m | B | yes |
| Fire Bowl Cafe asian | 706 m | B | yes |
| Soto Japanese Restaurant & Sushi Bar japanese | 728 m | B | yes |
| Hot Dog on a Stick hot_dog | 755 m | B | yes |
| Mad Greens | 758 m | A | yes |
| Auntie Anne's pretzel | 761 m | F | no |
| Great American Cookies cookies | 798 m | B | yes |
| Texican Cafe tex-mex | 830 m | B | yes |
| Pita Fusion gyros | 860 m | B | yes |
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% | 73% | 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% · Tsukimi All-You-Can-Eat Sushi B 78.5% · Salty Sow B 76.9% · Suprabhat C 64.6%
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
What agents get for Freda's Seafood Grille
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/fredasaustin.com, through the MCP tool direct_record and in the city feed /city/austin/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | www.fredasaustin.com/reservations own site | verified direct, 2026-10-14 |
| Order | ordering.chownow.com/order/10165/locations?add_cn_ordering_c vendor on own site: ChowNow | found by the scan of 2026-10-14, not yet tested |
| Menu | 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: /go/fredasaustin.com/book, /go/fredasaustin.com/order, /go/fredasaustin.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| 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.
The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.
Level 1 of 5, Basic Web Presence
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |
What assistants answer
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
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.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/fredasaustin.com"><img src="https://directindex.org/badge/fredasaustin.com.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
Own this business?
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Deep report 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.