- Visibility12
- Citations0
- Sentiment90
- Site quality67
- AI readiness7
AI assistants name Peabody Energy in 8.3% of answers, more often than the typical company in its sector. Its overall score is 33 out of 100, ranking 981st of 2,047 companies. The website passes 1 out of 14 technical checks for readiness with AI tools.
We asked 15 unbranded questions about the energy market: none named Peabody Energy. AI assistants named it in 5 of 60 answers (8.3%). The typical energy company is named in 3.3% of answers. By how often it is named, Peabody Energy ranks 27 of 109 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.
109 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“How to find reliable coal suppliers for industrial needs in the United States?”
Finding reliable coal suppliers for industrial needs in the United States involves several key steps and considerations. You'll want to identify major producers, specialized suppliers, and potentially utilize online platforms to connect with distributors.
Here's how to approach your search:
1. Identify Major Coal Producers and Suppliers:
Several large companies in the U.S. are key players in coal production and supply for industrial use.
Peabody Energy Corp. is a leading coal producer providing products for energy and steel production.
Core Natural Resources (formerly CONS …
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.txtNot met
Publish a valid robots.txt with crawl rules and a Sitemap line.
- 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 rulesNot 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 0 of 100 · 97% of checks could run · checked on October 5, 2026 · peabodyenergy.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.
- Common uses of high-BTU coal in electricity generation
- How to find reliable coal suppliers for industrial needs in the United States?
- How reliable are long-term coal supply contracts for industrial buyers?
- Imported coal vs domestic coal for US power stations: pros and cons
- Alternatives to coal for large-scale electricity production
- How can power plants manage delays in coal delivery?
- How do steel producers select the right grade of coal for their operations?
- What are the main types of coal used in steel manufacturing?
- What to do if coal shipments arrive with quality issues?
- What factors impact the price per ton of coal in the US market?
- Thermal coal vs metallurgical coal: what's the difference?
- Substitutes for metallurgical coal in steel manufacturing
- Are there seasonal trends in coal pricing for large-scale purchasers?
- Is bulk coal procurement cost-effective for utility companies?
- Best coal suppliers for power generation plants in the US
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/peabodyenergy.com"><img src="https://aeo-audit.rezolve.com/us/badges/peabodyenergy.com.svg" alt="Overall score 33 of 100, US AI Visibility Study 2026" width="280" height="64"></a>