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Neenah

neenah.com · Industrial · NP

Ranked 970 of 2,047 companies in the study

33Overall score
  • Visibility24
  • Citations0
  • Sentiment50
  • Site quality73
  • AI readiness36
What this means for Neenah

AI assistants name Neenah in 10% of answers, which is more often than the typical company in its sector. Its overall score is 33 out of 100, ranking 970th of 2,047 companies. Neenah's website passes 3 of 14 technical checks for readiness with AI tools.

We asked 15 unbranded questions about the industrial market: none named Neenah. 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, Neenah ranks 74 of 246 in its sector.

Named by AI in
10.0%
6 of 60 answers
Share of mentions
46.2%
compared with 5 rivals
AI readiness
3/14
technical checks passed. Typical for its sector: 3
Rank in its sector
106 of 246
by overall score, where the typical industrial company scores 31
How Neenah 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
24

How often AI assistants name the company

Citations
0

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
36

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 score33
Ranks 106 of 246. Typical company: 31
Named in answers10%
Ranks 74 of 246. Typical company: 5%
AI readiness36
Ranks 6 of 246. Typical company: 21
What Gemini actually said

An answer that names the company

“What are sustainable alternatives to traditional premium paper for corporate use?”

For corporate use, there are several sustainable alternatives to traditional premium paper that offer both environmental benefits and a high-quality aesthetic. These options help businesses reduce their environmental footprint, meet sustainability goals, and appeal to eco-conscious consumers.

Here are some sustainable alternatives:

Recycled Paper Paper made from post-consumer waste (PCW) is a highly effective option as it diverts materials from landfills and reduces the need for virgin wood pulp. Recycled paper production uses less energy and water compared to manufacturing new paper …

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

Share of mentions

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

Neenah
75.0%
Mohawk Fine Papers
12.5%
French Paper Co.
12.5%
Sappi North America
0.0%
Verso Corporation
0.0%
Pixelle Specialty Solutions
0.0%
Which AI assistants named the company

Answers naming it, out of answers received

Gemini
3/15
OpenAI
2/15
Claude
1/15
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
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 · neenah.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

staples.com
21
officedepot.com
14
alibaba.com
13
justdial.com
11
quill.com
7
fsc.org
7
tradeindia.com
6
amazon.com
6
paperlust.co
6
daler-rowney.com
6

In the study as US-listed.

Every question, and where the company came up (4 of 15)
QuestionOpenAIClaudePerplexityGemini
  • How can you prevent color inconsistencies when printing on textured fine paper?
  • Best types of fine paper for creating invitations with a luxury finish?
  • Most recommended specialty paper types for high-end business presentations?
  • What are sustainable alternatives to traditional premium paper for corporate use?
  • What are the best premium fine paper options for professional stationery projects?
  • What paper materials can be used instead of fine paper for creative marketing collateral?
  • Alternatives to specialty paper for eco-friendly packaging solutions?
  • Is there a significant price difference between premium uncoated papers and technical paper stocks?
  • Is it worth investing in custom technical paper solutions for product packaging?
  • What is the difference between fine paper and technical paper in terms of performance and appearance?
  • Are premium paper choices justified for small business branding materials?
  • How much should businesses expect to pay for high-quality fine paper per ream?
  • How do specialty papers compare to standard office papers for print quality?
  • Why does specialty paper sometimes cause jams in high-speed printers?
  • Which specialty paper works well for security documents and certificates?
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 33 of 100 badge for Neenah

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