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American Water Works

amwater.com · Energy · AWK

Ranked 1,657 of 2,047 companies in the study

26Overall score
  • Visibility3
  • Citations1
  • Sentiment50
  • Site quality73
  • AI readiness29
What this means for American Water Works

AI assistants rarely name American Water Works, appearing in 1 of 60 answers. In that answer, they also name Liberty Utilities and California Water Service Group. The company has an overall score of 26 out of 100, ranking 1,657th of 2,047 companies. Its website passes 4 of 14 technical checks for AI tool readiness.

We asked 15 unbranded questions about the energy market: none named American Water Works. AI assistants named it in 1 of 60 answers (1.7%). The typical energy company is named in 3.3% of answers. By how often it is named, American Water Works ranks 62 of 109 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.

Named by AI in
1.7%
1 of 60 answers
Share of mentions
5.0%
compared with 5 rivals
AI readiness
4/14
technical checks passed. Typical for its sector: 3
Rank in its sector
78 of 109
by overall score, where the typical energy company scores 29
How American Water Works 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
3

How often AI assistants name the company

Citations
1

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

Sentiment
50

How positively AI describes the company

Site quality
73

How well built the website's own pages are

AI readiness
29

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 energy

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

Overall score26
Ranks 78 of 109. Typical company: 29
Named in answers2%
Ranks 62 of 109. Typical company: 3%
AI readiness29
Ranks 21 of 109. Typical company: 21
What Claude actually said

An answer that names the company

“What are the best regulated water utility providers for reliable residential service in the United States?”

I'll search for information about the best regulated water utility providers in the United States.Based on recent research, here are some of the best regulated water utility providers for reliable residential service in the United States:

Largest and Most Prominent Provider

American Water Works is the largest regulated water and wastewater utility in the U.S., providing services to residences, public buildings and businesses, delivering drinking water and wastewater services to about 14 million people with regulated operations in 14 states and on 18 military installations. The company has …

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

Also named
Liberty Utilities2California Water Service Group1
Share of mentions

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

California Water Service Group
20.0%
Suez North America (now part of Veolia North America)
20.0%
Connecticut Water (SJW Group)
20.0%
Liberty Utilities
20.0%
Aqua America (Essential Utilities)
13.3%
American Water Works
6.7%
Which AI assistants named the company

Answers naming it, out of answers received

Claude
1/15
Gemini
0/15
OpenAI
0/15
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
63 of 100
  • AI bot rulesPassed

    Explicit robots.txt rules for AI crawlers such as GPTBot, ClaudeBot and PerplexityBot.

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

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

The checks behind the AI readiness score

4 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
  • PassedExplicit 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 rules for 1 AI crawler by name. All others follow its general rules.

Training AI
  • GPTBotpartly
  • ClaudeBot*blocked
  • 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

epa.gov
33
marketbeat.com
15
pubs.naruc.org
12
documents1.worldbank.org
11
nationalacademies.org
10
canr.msu.edu
10
en.wikipedia.org
10
nawc.org
9
gao.gov
8
amwater.com (its own website)
8

In the study as S&P 500.

Every question, and where the company came up (1 of 15)
QuestionOpenAIClaudePerplexityGemini
  • How can municipal governments partner with regulated utilities to manage community wastewater?
  • Is it a good idea to switch from a private wastewater system to a regulated utility provider?
  • Alternatives to regulated water utilities for rural communities?
  • What are the best regulated water utility providers for reliable residential service in the United States?
  • How to handle water pressure problems with a regulated utility service?
  • Are regulated water utilities worth the higher rates compared to local alternatives?
  • What service options are available for commercial water needs in regulated utility markets?
  • Common issues homeowners face with regulated water utility billing and how to resolve them?
  • How do seasonal usage charges affect monthly water bills with regulated utilities?
  • Which US states have the most comprehensive regulated water utility coverage?
  • Differences between municipal and privately operated wastewater utilities?
  • How do regulated water utility services compare to private well water for home use?
  • Most recommended wastewater utility companies for small towns in the US?
  • Typical rate structures for regulated water and wastewater utilities in the US?
  • What options exist for wastewater management besides traditional utility services?
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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