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Alcoa

alcoa.com · Industrial · AA

Ranked 490 of 2,047 companies in the study

39Overall score
  • Visibility14
  • Citations0
  • Sentiment100
  • Site quality80
  • AI readiness21
What this means for Alcoa

AI assistants name Alcoa in 10% of answers, which is more often than the typical company in its sector at 5%. Alcoa has an overall score of 39 out of 100, ranking 490th of 2,047 companies. Its website passes 3 out of 14 technical checks for readiness with AI tools.

We asked 15 unbranded questions about the industrial market: none named Alcoa. AI assistants named it in 6 of 60 answers (10.0%). The typical industrial company is named in 5.0% of answers. By how often it is named, Alcoa ranks 74 of 246 in its sector.

Named by AI in
10.0%
6 of 60 answers
Share of mentions
18.8%
compared with 5 rivals
AI readiness
3/14
technical checks passed. Typical for its sector: 3
Rank in its sector
37 of 246
by overall score, where the typical industrial company scores 31
How Alcoa 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
14

How often AI assistants name the company

Citations
0

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

Sentiment
100

How positively AI describes the company

Site quality
80

How well built the website's own pages are

AI readiness
21

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 industrial

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

Overall score39
Ranks 37 of 246. Typical company: 31
Named in answers10%
Ranks 74 of 246. Typical company: 5%
AI readiness21
Ranks 107 of 246. Typical company: 21
What Gemini actually said

An answer that names the company

“What are the best aluminum suppliers for automotive manufacturing in the US?”

The U.S. aluminum market is a vital part of the country's industrial sector, driven by strong demand from various industries, including the automotive sector. The market is projected to be valued at $50.3 billion in 2026.

Here are some of the best aluminum suppliers for automotive manufacturing in the U.S.:

Novelis Inc. Novelis is the world's largest aluminum recycling company and a leading manufacturer of rolled aluminum products. They are known for their innovative blends of rolled aluminum alloy and sustainable practices, supplying the automotive, beverage, and aerospace industrie …

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

Also named
Hydro8Novelis6Constellium3Kaiser Aluminum3Century Aluminum2
Share of mentions

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

Hydro
25.9%
Alcoa
22.2%
Novelis
22.2%
Kaiser Aluminum
11.1%
Constellium
11.1%
Century Aluminum
7.4%
Which AI assistants named the company

Answers naming it, out of answers received

Gemini
2/15
Claude
2/15
OpenAI
2/15
Perplexity
0/15
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 1: Basic web presence. Two of robots.txt, a sitemap and Link headers are in place.

To reach level 2:
  • Content Signals
Show every check, for your technical team
Discoverability
77 of 100
  • robots.txtPassed

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

    study: 92.0%
  • SitemapPassed

    An XML sitemap listing the pages, ideally referenced 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 25 of 100 · 97% of checks could run · checked on October 5, 2026 · www.alcoa.com · 2,047 companies scanned

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

The checks behind the AI readiness score

3 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%
  • PassedXML 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

aluminum.org
45
hydro.com
12
constellium.com
10
kawneer.com
10
congress.gov
9
sciencedirect.com
8
spglobal.com
7
chalcoaluminum.com
7
kloecknermetals.com
6
cmegroup.com
6

In the study as US-listed.

Every question, and where the company came up (3 of 15)
QuestionOpenAIClaudePerplexityGemini
  • Common problems when processing aluminum for industrial casting
  • Emerging trends in US aluminum production for eco-friendly manufacturing
  • Alternatives to aluminum for lightweight structural components
  • What are the best aluminum suppliers for automotive manufacturing in the US?
  • Options besides aluminum for corrosion-resistant industrial materials
  • Most common uses for aluminum sheets in the transportation industry
  • How to handle quality issues in large-scale aluminum fabrication projects
  • Applications for high-strength aluminum alloys in construction
  • What affects the price of aluminum for industrial buyers in the US?
  • How does primary aluminum compare to recycled aluminum in industrial uses?
  • Is sourcing aluminum directly from a US smelter worth it for mid-size manufacturers?
  • Top sources for sustainable aluminum products for building and construction projects
  • Extruded aluminum vs rolled aluminum for aerospace applications
  • How do long-term contracts impact aluminum pricing for manufacturers?
  • Are value-added aluminum products a good investment for commercial builders?
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.

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Overall score 39 of 100 badge for Alcoa

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