# Llbean (llbean.com): agent-readiness 53/100, grade D

> Rank 717 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-10T00:50:14.383Z. Page: https://qomvia.com/site/llbean-com  JSON: https://qomvia.com/api/score/llbean-com

## Summary

{
  "known": true,
  "confidence": "high",
  "summary": "L.L.Bean is an American retailer specializing in outdoor recreation equipment, clothing, and accessories. It operates primarily through its website and stores, selling products designed for outdoor activities and everyday casual wear.",
  "offerings": [
    "clothing",
    "shoes",
    "outdoor gear",
    "home goods",
    "luggage",
    "camping equipment"
  ],
  "audience": "individuals and families who value quality, durability, and comfort in outdoor and casual wear",
  "geography": "primarily North America (USA, Canada), with international shipping options",
  "strengths": [
    "reputation for quality and durability",
    "strong customer service and return policy",
    "wide range of outdoor and casual apparel",
    "focus on outdoor lifestyle",
    "iconic products like their boots and tote bags"
  ],
  "unknowns": [
    "specific current business financials",
    "exact number of physical stores operating today",
    "current leadership structure",
    "detailed supply chain information",
    "recent changes to their famous return policy"
  ],
  "alternatives": [
    "llbean.ca",
    "llbean.com/international"
  ],
  "business": "American retailer of outdoor recreation equipment, apparel, and home furnishings for individuals and families, primarily in North America.",
  "competitors": [
    "rei.com",
    "eddiebauer.com",
    "patagonia.com",
    "columbia.com",
    "thenorthface.com",
    "landsend.com",
    "duluthtrading.com"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 18/26
- Discovery surface: 5/20
- Identity & policy: 0/12
- Agent-facing performance: 6/8
- Agent protocols: 0/10
Failing checks:
- [blocker] No llms.txt
- [blocker] The site does not say who it is
- [blocker] No API or feed to read
- [blocker] No MCP endpoint to call
- [improvement] No stated policy for automated access

## Add-on packs
- E-commerce & product feeds: 7/100 (not part of the public score)

## AI mentions and rivals
Named in 5 AI assistant answers.
- eddiebauer.com: not measured
- patagonia.com: 61/100 https://qomvia.com/site/patagonia-com
- landsend.com: not measured

## Named for
- Where can I buy fun patterned socks online? https://qomvia.com/answers/where-can-i-buy-fun-patterned-socks-online

## FAQ
Q: Is Llbean readable by AI agents?
A: Llbean (llbean.com) scores 53 out of 100 for agent readiness, grade D, measured today, on 10.10.2026. 0 of 3 agent classes we test can use the site, and 4 checks currently block agents outright.

Q: What stops agents from using llbean.com?
A: The heaviest problems are: No llms.txt; The site does not say who it is; No API or feed to read; No MCP endpoint to call; No stated policy for automated access. Each one is scored from a public HTTP response, and the fix for each is listed in the signed-in report.

Q: How is the Llbean agent-readiness score calculated?
A: Qomvia fetches public pages of llbean.com as an AI agent would and runs the core checks every site gets across 6 groups: Machine access, Content legibility, Discovery surface, Identity & policy, Agent-facing performance, Agent protocols. Checks are weighted by how much an agent loses when they fail, and the score is expressed out of 100. E-commerce & product feeds checks are scored separately (7/100) and do not affect the public score or rank.

Q: How often is this score updated?
A: Public scores are re-checked when the site is re-scanned; tracked domains are re-scanned weekly and their owners are alerted when a check regresses. This page shows the scan from today, on 10.10.2026.

## Related
- Leaderboard: https://qomvia.com/leaderboard
- Score another site: https://qomvia.com/