- Visibility0
- Citations15
- Sentiment50
- Site quality53
- AI readiness7
AI assistants do not name Helen of Troy in any of their 60 answers about the market. Its overall score is 23 out of 100, ranking 1,954th of 2,047 and below the typical company in its group. The company’s website passes 1 out of 14 technical checks for readiness with AI tools.
We asked 15 unbranded questions about its market: none named Helen of Troy. AI assistants named it in none of 60 answers. The typical company in its group is named in 3.3% of answers. By how often it is named, Helen of Troy ranks 41 of 61 in its sector.
Named fewer than three times in total. Read this as a sign that AI assistants rarely bring this company up, not as an exact comparison with its rivals.
Every dot is a company in the study. Hover one to see it; click to open its report.
This companySame sectorEvery other companyNever named
Five parts, each scored out of 100.
How often AI assistants name the company
How often AI uses the company's own website as a source
How positively AI describes the company
How well built the website's own pages are
How easily AI tools can read and use the website
Visibility is calculated from the answers on this page. How the score is built.
61 companies in this sector. The line on each bar is the typical company.
The company is not named in this answer
“What are the top consumer products holding companies known for strong portfolios in health, home, and beauty?”
I'll search for information about leading consumer products holding companies with strong portfolios in health, home, and beauty.Based on the search results, here are the top consumer products holding companies known for strong portfolios spanning health, home, and beauty:
Major Global Players
Procter & Gamble (P&G) - Known for its products across health care, beauty, household care, and more, P&G's brands include Tide, Pampers, and Gillette.
Unilever - With brands like Dove, Lipton, and Hellmann's, Unilever is a leader in personal care, food, and beverages.
Johnson & Johnson …
The AI’s answer as we received it, shortened and not checked for accuracy.
How the mentions in these answers were split between this company and its rivals
Answers naming it, out of answers received
What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.
- 0
- 1
- 2
- 3
- 4
- 5
Level 1: Basic web presence. Two of robots.txt, a sitemap and Link headers are in place.
- Content Signals
The website turns away requests that do not come from a browser. AI agents that say what they are meet the same refusal.
Show every check, for your technical teamHide the checks
- study: 92.0%robots.txtPassed
A valid robots.txt with crawl rules at the site root.
- study: 86.8%SitemapPassed
An XML sitemap listing the pages, ideally referenced from robots.txt.
- study: 0.3%Link headersCould not check
Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.
- study: 5.5%DNS for AI DiscoveryNot present
Advertise agent endpoints with SVCB records under _agents.
- study: 1.9%Markdown negotiationNot met
Return a markdown version when asked with Accept: text/markdown, for example at the CDN.
- study: 25.1%llms.txtNot met
Publish an llms.txt with a short summary and the key links.
- study: 93.4%AI bot rulesPartly met
Add explicit robots.txt groups for the main AI crawlers.
- study: 1.4%Content SignalsNot met
Add a Content-Signal line for search, ai-input and ai-train to robots.txt.
- study: 0.2%Web Bot AuthNot present
Only relevant if you run your own agents or crawlers: publish a signing key directory.
- study: 0.3%API CatalogNot met
List public APIs in a linkset at /.well-known/api-catalog.
- study: 11.8%OAuth discoveryNot met
Publish OpenID Connect or OAuth server metadata under /.well-known.
- study: 10.3%OAuth Protected ResourceNot met
Serve protected resource metadata at /.well-known/oauth-protected-resource.
- study: 0.0%auth.mdNot met
Publish an auth.md describing how agents sign in.
- study: 0.2%MCP Server CardNot met
Offer an MCP server and publish its server card under /.well-known.
- study: 0.1%A2A Agent CardNot met
Publish an agent card at /.well-known/agent-card.json.
- study: 0.2%Agent SkillsNot met
Publish a skills index with the main tasks agents can do.
- study: 33.7%WebMCPCould not check
Register key actions such as search or cart as WebMCP tools.
- study: 0.1%ARD manifestNot met
Publish an ai-catalog.json listing every agent interface.
Score 27 of 100 · 92% of checks could run · checked on October 5, 2026 · www.helenoftroy.com · 2,047 companies scanned
1 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 checksHide them
- Not metrobots.txt publishedstudy: 85.0%
- Not metXML sitemapstudy: 73.2%
- Not metHTTP Link headers (RFC 8288)study: 29.0%
- Not metMarkdown content negotiationstudy: 8.3%
- Not metllms.txt publishedstudy: 21.7%
- PassedToken budget (page weight)study: 95.2%
- Not metExplicit AI bot rulesstudy: 13.0%
- 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%
How many times each website was listed as a source in these answers
In the study as US-listed.
- How to evaluate the long-term value of consumer products conglomerates for shareholder returns
- Popular health and beauty product categories managed by holding companies in the U.S.
- What are the top consumer products holding companies known for strong portfolios in health, home, and beauty?
- How do holding companies in the U.S. structure executive compensation in the consumer products sector?
- How do pure play consumer products holding companies differ from diversified conglomerates in the U.S.?
- Best U.S. companies to build a career in branded consumer products
- Alternatives to working at a consumer products holding company for brand management careers
- Common challenges retailers face when sourcing from multiple consumer products holding companies
- What factors should I consider before pursuing a career at a consumer products portfolio company?
- How do consumer products holding companies support retailer partnerships in the home goods sector?
- Average investment size for acquiring branded portfolios in the consumer products industry
- Is investing in a consumer products holding company worth it right now?
- Alternative investment options to U.S. consumer brand holding companies for long-term growth
- Popular work environments besides holding companies for professionals in health, home, and beauty products
- Holding company versus direct-to-consumer business model for consumer product brands
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.