Icahn Enterprises
icahnenterprises.com · Unclassified · IEP
Ranked 1,297 of 2,047 companies in the study
- Visibility14
- Citations0
- Sentiment50
- Site quality80
- AI readiness7
AI assistants name Icahn Enterprises in 10% of answers, more often than the typical company in its group. It has an overall score of 29 out of 100, ranking 1,297th of 2,047 companies in the study. Its website passes 1 out of 14 technical checks for readiness for AI tools.
We asked 15 unbranded questions about its market: none named Icahn Enterprises. AI assistants named it in 6 of 60 answers (10.0%). The typical company in its group is named in 3.3% of answers. By how often it is named, Icahn Enterprises ranks 19 of 61 in its sector.
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.
An answer that names the company
“What are the top diversified holding companies in the U.S. for multi-sector investment exposure?”
Here are widely-followed U.S. diversified holding companies you can consider for multi‑sector exposure, with a short note on what makes each diversified and a source you can check for details. If you want, I can sort these by market cap, dividend yield, or exposure to specific sectors (energy, insurance, industrials, etc.).
1) Berkshire Hathaway (BRK.A / BRK.B) — the largest and most prominent U.S. conglomerate/holding company.
Why: owns large, operating subsidiaries across insurance, utilities (Berkshire Hathaway Energy), freight rail, manufacturing, retail, and a big publicly‑traded …
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 0: Not yet agent-ready. Agents struggle to find basic information about the site.
- 2 of robots.txt, Sitemap, Link headers
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%SitemapNot met
Serve an XML sitemap and reference it from robots.txt.
- study: 0.3%Link headersNot met
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 rulesPassed
Explicit robots.txt rules for AI crawlers such as GPTBot, ClaudeBot and PerplexityBot.
- 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 CardCould not check
Offer an MCP server and publish its server card under /.well-known.
- study: 0.1%A2A Agent CardCould not check
Publish an agent card at /.well-known/agent-card.json.
- study: 0.2%Agent SkillsCould not check
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 manifestCould not check
Publish an ai-catalog.json listing every agent interface.
Score 28 of 100 · 79% of checks could run · checked on October 4, 2026 · www.ielp.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.
- What is the typical minimum investment to buy into diversified holding companies on U.S. stock exchanges?
- Alternatives to diversified holding companies for cross-industry portfolio diversification?
- How can diversified holding companies help mitigate investment risk?
- What are the top diversified holding companies in the U.S. for multi-sector investment exposure?
- How do management fees and expense ratios compare across diversified holding firms?
- Who benefits most from investing in diversified holding companies?
- Why might dividends from diversified holding companies be lower than expected?
- Is investing in a diversified holding company worth it for long-term growth?
- Private equity firm vs diversified holding company: key differences for investors?
- How to interpret complex financial statements of diversified holding companies?
- Best diversified holding firms to consider for exposure to energy and automotive industries?
- How does a diversified holding company compare to an investment trust?
- What investment vehicles offer similar risk profiles to diversified holding companies?
- What should I look for before buying shares in a diversified holding company?
- Which diversified holding companies focus on both real estate and pharma sectors?
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.
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<a href="https://aeo-audit.rezolve.com/us/icahnenterprises.com"><img src="https://aeo-audit.rezolve.com/us/badges/icahnenterprises.com.svg" alt="Overall score 29 of 100, US AI Visibility Study 2026" width="280" height="64"></a>