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Lane Bryant

lanebryant.com · Retail

Ranked 528 of 2,047 companies in the study

38Overall score
  • Visibility30
  • Citations4
  • Sentiment67
  • Site quality80
  • AI readiness14
What this means for Lane Bryant

AI assistants name Lane Bryant in 31.7% of answers, which is much more often than the typical company in its sector, named in 6.7% of answers. It has an overall score of 38 out of 100, ranking 528th of 2,047 companies. The Lane Bryant website passes 2 of 14 technical checks for readiness for AI tools.

We asked 15 unbranded questions about the retail market: none named Lane Bryant. AI assistants named it in 19 of 60 answers (31.7%). The typical retail company is named in 6.7% of answers. By how often it is named, Lane Bryant ranks 78 of 640 in its sector.

Named by AI in
31.7%
19 of 60 answers
Share of mentions
26.4%
compared with 5 rivals
AI readiness
2/14
technical checks passed. Typical for its sector: 3
Rank in its sector
184 of 640
by overall score, where the typical retail company scores 34
How Lane Bryant compares with all 2,047 companies

Every dot is a company in the study. Hover one to see it; click to open its report.

This companySame sectorEvery other companyNever named

What makes up the score

Five parts, each scored out of 100.

Visibility
30

How often AI assistants name the company

Citations
4

How often AI uses the company's own website as a source

Sentiment
67

How positively AI describes the company

Site quality
80

How well built the website's own pages are

AI readiness
14

How easily AI tools can read and use the website

Visibility is calculated from the answers on this page. How the score is built.

Compared with retail

640 companies in this sector. The line on each bar is the typical company.

Overall score38
Ranks 184 of 640. Typical company: 34
Named in answers32%
Ranks 78 of 640. Typical company: 7%
AI readiness14
Ranks 503 of 640. Typical company: 29
What Claude actually said

An answer that names the company

“What are the best plus size clothing retailers for trendy fall essentials in the US?”

I'll search for current information about the best plus size clothing retailers for fall essentials in the US.Based on the search results, here are some of the best plus size clothing retailers for trendy fall essentials in the US:

Top Retailers:

ELOQUII - ELOQUII is described as the flagship of modern plus-size fashion — trend-driven, refreshed monthly, with cult-favorite pieces.

Dia & Co - Dia & Co has expanded to be a full-service retailer of plus-size clothing. The company acquired 11 Honoré, which means customers can browse designer brands like Diane Von Furstenberg and Tany …

The AI’s answer as we received it, shortened and not checked for accuracy.

Also named
Torrid10Eloquii8Avenue4Catherines2Ashley Stewart2
Share of mentions

How the mentions in these answers were split between this company and its rivals

Lane Bryant
28.4%
Eloquii
26.9%
Torrid
22.4%
Avenue
10.4%
Ashley Stewart
6.0%
Catherines
6.0%
Which AI assistants named the company

Answers naming it, out of answers received

Perplexity
7/15
Gemini
6/15
OpenAI
4/15
Claude
2/15
Ready for AI agents

What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.

  1. 0
  2. 1
  3. 2
  4. 3
  5. 4
  6. 5

Level 0: Not yet agent-ready. Agents struggle to find basic information about the site.

To reach level 1:
  • 2 of robots.txt, Sitemap, Link headers
Can an AI agent buy here?

Not by itself. Lane Bryant publishes none of the purchase protocols we look for. An agent would have to click through the checkout like a person.

  • UCPNot present
  • ACPNot present
  • AP2Not present
  • x402Not present
  • MPPNot present

The shop runs on Salesforce Commerce Cloud.

Show every check, for your technical team
Discoverability
41 of 100
  • robots.txtPassed

    A valid robots.txt with crawl rules at the site root.

    study: 92.0%
  • SitemapNot met

    Serve an XML sitemap and reference it from robots.txt.

    study: 86.8%
  • Link headersNot met

    Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.

    study: 0.3%
  • DNS for AI DiscoveryNot present

    Advertise agent endpoints with SVCB records under _agents.

    study: 5.5%
Content accessibility
0 of 100
  • Markdown negotiationNot met

    Return a markdown version when asked with Accept: text/markdown, for example at the CDN.

    study: 1.9%
  • llms.txtNot met

    Publish an llms.txt with a short summary and the key links.

    study: 25.1%
Bot access control
32 of 100
  • AI bot rulesPartly met

    Add explicit robots.txt groups for the main AI crawlers.

    study: 93.4%
  • Content SignalsNot met

    Add a Content-Signal line for search, ai-input and ai-train to robots.txt.

    study: 1.4%
  • Web Bot AuthNot present

    Only relevant if you run your own agents or crawlers: publish a signing key directory.

    study: 0.2%
APIs, auth and MCP
0 of 100
  • API CatalogNot met

    List public APIs in a linkset at /.well-known/api-catalog.

    study: 0.3%
  • OAuth discoveryNot met

    Publish OpenID Connect or OAuth server metadata under /.well-known.

    study: 11.8%
  • OAuth Protected ResourceNot met

    Serve protected resource metadata at /.well-known/oauth-protected-resource.

    study: 10.3%
  • auth.mdNot met

    Publish an auth.md describing how agents sign in.

    study: 0.0%
  • MCP Server CardNot met

    Offer an MCP server and publish its server card under /.well-known.

    study: 0.2%
  • A2A Agent CardNot met

    Publish an agent card at /.well-known/agent-card.json.

    study: 0.1%
  • Agent SkillsNot met

    Publish a skills index with the main tasks agents can do.

    study: 0.2%
  • WebMCPCould not check

    Register key actions such as search or cart as WebMCP tools.

    study: 33.7%
  • ARD manifestNot met

    Publish an ai-catalog.json listing every agent interface.

    study: 0.1%

Score 16 of 100 · 97% of checks could run · checked on October 5, 2026 · www.lanebryant.com · 2,047 companies scanned

See how every company did, and how this was measured.

The checks behind the AI readiness score

2 of 14 passed. This list is for your technical team. The percentage is how many companies in the study pass each check.

These 14 checks ran during the audit and are what the AI readiness part of the overall score counts. The scan above ran later and is stricter on Link headers and Markdown, so a check can pass here and not there.

Show the 14 checks
Discoverability
  • Passedrobots.txt publishedstudy: 85.0%
  • Not metXML sitemapstudy: 73.2%
  • Not metHTTP Link headers (RFC 8288)study: 29.0%
Content Accessibility
  • Not metMarkdown content negotiationstudy: 8.3%
  • Not metllms.txt publishedstudy: 21.7%
  • PassedToken budget (page weight)study: 95.2%
Bot Access Control
  • Not metExplicit AI bot rulesstudy: 13.0%
API / Auth / MCP
  • Not metAPI Catalog (.well-known/api-catalog)study: 0.2%
  • Not metOAuth Authorization Server discoverystudy: 10.1%
  • Not metOAuth Protected Resource discoverystudy: 9.3%
  • Not metMCP Server Cardstudy: 0.0%
  • Not metA2A Agent Cardstudy: 0.0%
  • Not metWebMCP toolsstudy: 4.2%
  • Not metAgent Skills declaredstudy: 0.0%
What AI crawlers may read (robots.txt)

This website sets no rules for any AI crawler by name, like 84% of the websites whose rules we could read. Every AI crawler follows its general rules.

Training AI
  • GPTBotpartly
  • ClaudeBotpartly
  • Anthropic-AIpartly
  • Google-Extendedpartly
  • Applebot-Extendedpartly
  • Meta-ExternalAgentpartly
  • FacebookBotpartly
  • Bytespiderpartly
  • CCBotpartly
  • Diffbotpartly
  • Omgilibotpartly
AI search
  • OAI-SearchBotpartly
  • Claude-SearchBotpartly
  • PerplexityBotpartly
  • Applebotpartly
  • Amazonbotpartly
  • YouBotpartly
Answering questions
  • ChatGPT-Userpartly
  • Claude-Userpartly
  • Perplexity-Userpartly
  • DuckAssistBotpartly
  • MistralAI-Userpartly

Read from the website’s own rules file (robots.txt). An asterisk marks a crawler the file names. The rest follow its general rules. “Partly” means only some pages are blocked.

Websites the AI used as sources

How many times each website was listed as a source in these answers

lanebryant.com (its own website)
21
macys.com
19
thecurvyfashionista.com
18
businessinsider.com
18
womanwithin.com
14
torrid.com
13
eloquii.com
12
reddit.com
10
target.com
7
justdial.com
7

In the study as US retailers: listed as a retailer in Wikidata, a public database, and among the websites Cloudflare Radar ranks as visited.

Every question, and where the company came up (8 of 15)
QuestionOpenAIClaudePerplexityGemini
  • What should I do if my online order for plus size clothing doesn't fit as expected?
  • What are the best plus size clothing retailers for trendy fall essentials in the US?
  • How much should I expect to pay for quality plus size pants in the US?
  • How do plus size specialty stores compare to general retailers for size range and style options?
  • How can I avoid waistband rolling with plus size leggings during all-day wear?
  • Where can I shop for extended plus sizes beyond size 28?
  • What are some budget-friendly alternatives to dedicated plus size clothing stores?
  • Is it better to buy plus size basics during seasonal sales or wait for clearance deals?
  • What type of plus size tops work best for layering in cooler weather?
  • Plus size leggings vs jeggings: which is better for daily comfort and style?
  • Are premium plus size bras worth the higher price compared to value options?
  • Which plus size dresses are best suited for weddings or formal events?
  • What options exist for eco-friendly or sustainable plus size fashion in the US?
  • Are there regular promotions for plus size underwear and bras at most specialty retailers?
  • Where can I find fashionable plus size dresses for work and special occasions?
named the companyanswered without naming itdid not answer

Columns, left to right: OpenAI, Claude, Perplexity, Gemini. The AI assistants often disagree. Across the study, on 40% of the questions where a company is named, only one of the four names it.

Share this result
Overall score 38 of 100 badge for Lane Bryant

A badge of this result that you can show on your own website. Copy the code below.

<a href="https://aeo-audit.rezolve.com/us/lanebryant.com"><img src="https://aeo-audit.rezolve.com/us/badges/lanebryant.com.svg" alt="Overall score 38 of 100, US AI Visibility Study 2026" width="280" height="64"></a>
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