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Weyerhaeuser

weyerhaeuser.com · Real estate · WY

Ranked 342 of 2,047 companies in the study

41Overall score
  • Visibility23
  • Citations2
  • Sentiment86
  • Site quality87
  • AI readiness21
What this means for Weyerhaeuser

AI assistants name Weyerhaeuser in 11.7% of answers, which is the same as the typical company in its sector. It has an overall score of 41 out of 100, ranking 342nd of 2,047 companies. The website passes 3 out of 14 technical checks for AI tool readiness.

We asked 15 unbranded questions about the real estate market: none named Weyerhaeuser. AI assistants named it in 7 of 60 answers (11.7%). The typical real estate company is named in 11.7% of answers. By how often it is named, Weyerhaeuser ranks 13 of 26 in its sector.

Named by AI in
11.7%
7 of 60 answers
Share of mentions
38.9%
compared with 5 rivals
AI readiness
3/14
technical checks passed. Typical for its sector: 3
Rank in its sector
3 of 26
by overall score, where the typical real estate company scores 35
How Weyerhaeuser 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
23

How often AI assistants name the company

Citations
2

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

Sentiment
86

How positively AI describes the company

Site quality
87

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 real estate

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

Overall score41
Ranks 3 of 26. Typical company: 35
Named in answers12%
Ranks 13 of 26. Typical company: 12%
AI readiness21
Ranks 11 of 26. Typical company: 21
What Gemini actually said

An answer that names the company

“What are common ways to monetize forestland beyond timber harvesting in the US?”

Beyond traditional timber harvesting, there are several common ways to monetize forestland in the U.S., allowing landowners to diversify their income streams and promote sustainable land management.

Common methods include:

Carbon Credits Forest landowners can earn revenue by managing their forests to absorb and store more carbon dioxide. This involves practices like limiting or deferring timber harvests, planting new trees (afforestation), creating new forests on cleared land (reforestation), or preventing the conversion of forest to non-forest land (avoided conversion). The stored ca …

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

Also named
West Fraser2PotlatchDeltic2Rayonier1Sierra Pacific Industries1
Share of mentions

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

Weyerhaeuser
53.8%
PotlatchDeltic
15.4%
West Fraser
15.4%
Rayonier
7.7%
Sierra Pacific Industries
7.7%
Hancock Timber Resource Group (Manulife Investment Management)
0.0%
Which AI assistants named the company

Answers naming it, out of answers received

Gemini
4/15
Perplexity
1/15
Claude
1/15
OpenAI
1/15
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
72 of 100
  • robots.txtPassed

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

    study: 92.0%
  • SitemapPartly met

    Serve an XML sitemap and reference it 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 24 of 100 · 97% of checks could run · checked on October 5, 2026 · www.weyerhaeuser.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

manulifeim.com
19
fao.org
17
research.fs.usda.gov
16
americanforestmanagement.com
13
weyerhaeuser.com (its own website)
11
communitylands.com
10
extension.msstate.edu
10
pmc.ncbi.nlm.nih.gov
9
fs.usda.gov
8
fpl.fs.usda.gov
8

In the study as S&P 500.

Every question, and where the company came up (4 of 15)
QuestionOpenAIClaudePerplexityGemini
  • What steps can builders take if their wood products are not meeting strength or quality standards?
  • What are common ways to monetize forestland beyond timber harvesting in the US?
  • Should developers consider leasing timberland for recreational use or conservation purposes?
  • How can land managers address pest infestations in sustainably managed forests?
  • What are the best sustainable timberland management practices for large acreage landowners?
  • What factors influence the price of sustainable timber for construction?
  • How to find reputable land management services focused on sustainable forestry in the US?
  • Is investing in certified sustainable wood products worth the higher cost for builders?
  • What are the main alternatives to wood-based building materials for commercial projects?
  • Differences between managed timberlands and natural forests for land investment?
  • How does sustainable forest management compare to conventional timber harvesting methods?
  • Best forest products suppliers for commercial construction projects in the US?
  • Average leasing costs per acre for recreational access to managed timberlands in the United States?
  • How can organizations use managed timberland for both commercial development and conservation goals?
  • Alternatives to timber harvesting for generating revenue from forestland?
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 41 of 100 badge for Weyerhaeuser

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