Bubba Gump Shrimp Company
bubbagump.com is mostly ready for agents.
66 of 80 points available
agent-readiness level, Basic Web Presence
things to fix
Action test, 2026-10-14: partial, a path exists but an agent would struggle. There is a button or a form, but no complete booking or ordering flow an agent can finish on this page.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
What to fix first
- Structured data is incomplete
Missing: opening hours. How to fix it
- No llms.txt
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 San Francisco. 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 (FoodEstablishment) address, phone
- Menu or price list is an HTML page Agents can read items and prices directly.
- Ordering on your own site Agents can order without a marketplace in the loop.
Builder: bentobox · Front: cloudflare
243 of 1,246 in San Francisco
Top 20% of the sites scanned in this index. Just above: Inle Burmese Cuisine B, Rintaro B. Just below: Ironwoods B, Memphis Minnie's BBQ Joint B.
| 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 | 94% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 12% | no |
The top tenth is the 125 best-scoring reachable sites of the index at the last refresh.
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Fog Harbor Fish House seafood | 245 m | A | yes |
| Frankie's Crab Stand seafood, burger, fish_and_chips | 439 m | A | yes |
| The Franciscan seafood, sandwich, burger, steak_house, salad, pizza | 448 m | A | yes |
| Scoma's seafood | 759 m | A | yes |
| Cioppino's seafood | 868 m | A | yes |
| Blue Mermaid seafood, sandwich | 944 m | B | yes |
| Capurro's seafood, pasta | 950 m | B | yes |
| McCormick & Schmick's seafood, steak | 1.2 km | B | yes |
| Sotto Mare italian, seafood | 1.3 km | A | yes |
| Sam's Grill seafood | 2.3 km | B | yes |
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.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | no how |
| 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/bubbagump.com"><img src="https://directindex.org/badge/bubbagump.com.svg" alt="Agent-Direct Score B" 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.