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Acacia Research

acaciaresearch.com · Unclassified · ACTG

Ranked 1,937 of 2,047 companies in the study

23Overall score
  • Visibility7
  • Citations0
  • Sentiment75
  • Site quality33
  • AI readiness14
What this means for Acacia Research

AI assistants rarely name Acacia Research, mentioning it in 2 out of 60 answers. Its overall score is 23 out of 100, ranking 1,937th of 2,047 companies. The company's website passes 2 of 14 technical checks for AI tools.

We asked 15 unbranded questions about its market: none named Acacia Research. AI assistants named it in 2 of 60 answers (3.3%). The typical company in its group is named in 3.3% of answers. By how often it is named, Acacia Research ranks 31 of 61 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
3.3%
2 of 60 answers
Share of mentions
13.3%
compared with 5 rivals
AI readiness
2/14
technical checks passed. Typical for its sector: 3
Rank in its sector
55 of 61
by overall score, where the typical company scores 29
How Acacia Research 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
7

How often AI assistants name the company

Citations
0

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

Sentiment
75

How positively AI describes the company

Site quality
33

How well built the website's own pages are

AI readiness
14

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 its group

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

Overall score23
Ranks 55 of 61. Typical company: 29
Named in answers3%
Ranks 31 of 61. Typical company: 3%
AI readiness14
Ranks 43 of 61. Typical company: 21
What Claude actually said

An answer that names the company

“Best companies in the US for out-licensing intellectual property rights”

I'll search for information about the best US companies for out-licensing intellectual property rights.Let me search for more specific information about companies with strong out-licensing business models.Based on my research, here are the best US companies for out-licensing intellectual property rights:

Top Technology & Patent Licensing Companies

Leading players include IBM, Microsoft, Qualcomm, Ericsson, InterDigital, Dolby, Nokia, Acacia Research, Technicolor SA, and WiLAN.

Key Players by Sector:

Technology & Semiconductors:

IBM is America's most innovative company, with 3, …

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

Also named
InterDigital1
Share of mentions

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

Acacia Research
20.0%
WiLAN (Quarterhill Inc.)
20.0%
InterDigital
20.0%
Finjan Holdings (part of Fortress Investment Group)
20.0%
RPX Corporation
10.0%
IPValue Management
10.0%
Which AI assistants named the company

Answers naming it, out of answers received

Claude
1/15
Gemini
1/15
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 2: Bot-aware. Explicit AI bot rules and declared Content Signals.

To reach level 3:
  • Markdown negotiation
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
50 of 100
  • Markdown negotiationNot met

    Return a markdown version when asked with Accept: text/markdown, for example at the CDN.

    study: 1.9%
  • llms.txtPassed

    An llms.txt that tells language models what the site offers.

    study: 25.1%
Bot access control
68 of 100
  • AI bot rulesPartly met

    Add explicit robots.txt groups for the main AI crawlers.

    study: 93.4%
  • Content SignalsPassed

    Content-Signal lines in robots.txt declaring search, AI input and AI training preferences.

    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%
  • WebMCPNot met

    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 43 of 100 · 100% of checks could run · checked on October 4, 2026 · www.acaciaresearch.com · 2,047 companies scanned

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

The checks behind the AI readiness score

2 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%
  • Not metXML 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

wipo.int
42
ipwatchdog.com
12
patentpc.com
11
lumenci.com
11
ised-isde.canada.ca
8
upcounsel.com
6
fastercapital.com
6
dilworthip.com
5
image-ppubs.uspto.gov
5
lexology.com
5

In the study as US-listed.

Every question, and where the company came up (1 of 15)
QuestionOpenAIClaudePerplexityGemini
  • How can intellectual property investors avoid common legal pitfalls?
  • What should you consider before partnering with a company specializing in patent monetization?
  • What are some real-world examples of successful IP licensing programs?
  • How does intellectual property litigation funding compare to traditional IP investment?
  • Best companies in the US for out-licensing intellectual property rights
  • Why do some intellectual property development strategies fail to generate expected returns?
  • What are some non-traditional ways to monetize intellectual property?
  • How do companies use intellectual property portfolios to generate revenue?
  • How are intellectual property portfolios typically valued in the US market?
  • What are the main types of intellectual property investment strategies?
  • What factors affect the cost of patent acquisition services?
  • Is investing in intellectual property portfolios worth it?
  • Alternatives to legal action for enforcing intellectual property rights
  • Who usually seeks out intellectual property commercialization services?
  • Patent acquisition funds vs direct patent purchases — what's the difference?
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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