Back to the study

Waste Management

wm.com · Industrial · WM

Ranked 543 of 2,047 companies in the study

38Overall score
  • Visibility26
  • Citations6
  • Sentiment67
  • Site quality80
  • AI readiness21
What this means for Waste Management

AI assistants name Waste Management in 21.7% of answers, far more often than the typical company in the industrial sector at 5%. Its overall score is 38 out of 100, ranking 543rd of 2,047 companies. The company's website passes 3 of 14 technical checks for readiness for AI tools.

We asked 15 unbranded questions about the industrial market: none named Waste Management. AI assistants named it in 13 of 60 answers (21.7%). The typical industrial company is named in 5.0% of answers. By how often it is named, Waste Management ranks 23 of 246 in its sector.

Named by AI in
21.7%
13 of 60 answers
Share of mentions
33.3%
compared with 5 rivals
AI readiness
3/14
technical checks passed. Typical for its sector: 3
Rank in its sector
53 of 246
by overall score, where the typical industrial company scores 31
How Waste Management 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
26

How often AI assistants name the company

Citations
6

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

Sentiment
67

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 score38
Ranks 53 of 246. Typical company: 31
Named in answers22%
Ranks 23 of 246. Typical company: 5%
AI readiness21
Ranks 107 of 246. Typical company: 21
What Claude actually said

An answer that names the company

“Which recycling pickup services are recommended for small businesses?”

I'll search for information about recycling pickup services recommended for small businesses.Based on the search results, here are several recycling pickup services that are recommended for small businesses:

Established Providers

Waste Connections is recommended for small businesses, and they provide a range of container sizes, weekly and monthly dumpster rental, and scheduling service options designed to meet your specific waste collection needs.

American Disposal is recommended for small businesses and offers convenient pickup times and reliable service.

Scott Waste Services is recomm …

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

Also named
Republic Services7Waste Connections6GFL Environmental1
Share of mentions

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

Waste Management
38.2%
Republic Services
29.4%
Waste Connections
20.6%
GFL Environmental
5.9%
Casella Waste Systems
5.9%
Advanced Disposal (a WM company, but still branded in some regions)
0.0%
Which AI assistants named the company

Answers naming it, out of answers received

Claude
4/15
Gemini
3/15
OpenAI
3/15
Perplexity
3/15
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 AuthCould not check

    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 CatalogCould not check

    List public APIs in a linkset at /.well-known/api-catalog.

    study: 0.3%
  • OAuth discoveryCould not check

    Publish OpenID Connect or OAuth server metadata under /.well-known.

    study: 11.8%
  • OAuth Protected ResourceCould not check

    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 CardCould not check

    Offer an MCP server and publish its server card under /.well-known.

    study: 0.2%
  • A2A Agent CardCould not check

    Publish an agent card at /.well-known/agent-card.json.

    study: 0.1%
  • Agent SkillsCould not check

    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 manifestCould not check

    Publish an ai-catalog.json listing every agent interface.

    study: 0.1%

Score 37 of 100 · 65% of checks could run · checked on October 5, 2026 · www.wm.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
  • GPTBotallowed
  • ClaudeBotallowed
  • Anthropic-AIallowed
  • Google-Extendedallowed
  • Applebot-Extendedallowed
  • Meta-ExternalAgentallowed
  • FacebookBotallowed
  • Bytespiderallowed
  • CCBotallowed
  • Diffbotallowed
  • Omgilibotallowed
AI search
  • OAI-SearchBotallowed
  • Claude-SearchBotallowed
  • PerplexityBotallowed
  • Applebotallowed
  • Amazonbotallowed
  • YouBotallowed
Answering questions
  • ChatGPT-Userallowed
  • Claude-Userallowed
  • Perplexity-Userallowed
  • DuckAssistBotallowed
  • MistralAI-Userallowed

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

wm.com (its own website)
36
wasteconnections.com
20
dumpsters.com
16
republicservices.com
15
rumpke.com
14
epa.gov
13
frontierwaste.com
10
casella.com
9
reddit.com
7
primedumpster.com
7

In the study as S&P 500.

Every question, and where the company came up (4 of 15)
QuestionOpenAIClaudePerplexityGemini
  • Alternatives to traditional curbside waste pickup for rural homes
  • How do I handle overflowing recycling bins between pickups?
  • Are residential recycling pickup services worth the monthly fee?
  • Which recycling pickup services are recommended for small businesses?
  • What are the best waste collection options for residential households in the US?
  • What should I do if my garbage collection was missed this week?
  • Single-stream vs. multi-stream recycling: which is better for commercial properties?
  • What factors affect the price of commercial dumpster rentals?
  • How much does weekly residential trash pickup typically cost in the US?
  • What is the recommended recycling solution for apartment complexes?
  • Best roll-off dumpster rental solutions for construction sites
  • Is it cost-effective to rent a construction dumpster for a home renovation?
  • How do curbside trash collection and drop-off waste centers compare for households?
  • Which waste disposal option is best for a large office building?
  • Front-load dumpsters vs. roll-off dumpsters: What’s the difference for businesses?
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.

Share this result
Overall score 38 of 100 badge for Waste Management

A badge of this result that you can show on your own website. Copy the code below.

<a href="https://aeo-audit.rezolve.com/us/wm.com"><img src="https://aeo-audit.rezolve.com/us/badges/wm.com.svg" alt="Overall score 38 of 100, US AI Visibility Study 2026" width="280" height="64"></a>
Next step

Want AI assistants to name your company?

Book a 30-minute demo to see Rezolve Ai in action and what it can do for your business.

Request a demo