Of 60 answers

The most named companies in the study, and S&P 500 financials, with how many of their 60 AI answers named them.

Back to the study
AI visibility statementFinance AI Visibility Study 2026Issued October 14, 2026
Account holder
Statement period
September 23 to 25, 2026
when the AI assistants were asked
Account no.
370 of 2,219
its rank by overall score
Place in its category
1st of 17 life insurers
Closing balance

Named in

1of 60 answers

by 1 of 4 assistants

Statement note

What this means for MetLife

AI assistants rarely name this life insurer, appearing in only 1 out of 60 answers. Its overall score is 39 out of 100, ranking 370th of 2,219 companies. The website passes 4 out of 14 technical checks for AI tool readiness.

We asked 15 unbranded questions about its market, so no question mentioned MetLife by name. AI assistants named it in 1 of the 60 answers. Counting only how often it is named, it ranks 41st of 97 in its sector. The typical insurer is named in 1.7% of answers.

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 peers.

Overall score
39Overall score
  • Visibility8
  • Citations1
  • Sentiment100
  • Site quality87
  • AI readiness29
Summary of account
Named by AI in
1.7%
1 of 60 answers
Share of mentions
100.0%
of the mentions of it and its 5 peers
AI readiness
4/14
technical checks passed. Typical for its sector: 3
Rank in its sector
12 of 97
by overall score, where the typical insurer scores 28

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Line itemsSection 01

Every question, and where the company came up

MetLife came up on 1 of 15 questions. Open any window to read that answer.

  1. 01What are the most popular employee group benefits for small businesses in the US?0/4
  2. 02Common reasons employees have trouble enrolling in group insurance benefits0/4
  3. 03Best ways to support workforce wellbeing with group insurance plans0/4
  4. 04Average cost of offering dental and vision benefits per employee in the US0/4
  5. 05What to do if employees are denied claims on group disability insurance?0/4
  6. 06Is providing life insurance as part of employee benefits worth the cost for employers?0/4
  7. 07How are employee group benefit premiums calculated for mid-sized companies?0/4
  8. 08How does dental coverage compare to vision plans in employee benefit packages?0/4
  9. 09Alternatives to traditional group health insurance for small employers0/4
  10. 10Do comprehensive group disability insurance plans offer enough value to justify their price?0/4
  11. 11What should employers look for when choosing group disability insurance providers?0/4
  12. 12What role does financial wellness support play in employee benefit programs?0/4
  13. 13How can group legal services benefits help with employee retention?1/4
  14. 14Group health insurance vs voluntary benefits for employers0/4
  15. 15What are the best options if a company wants to offer non-insurance employee benefits?0/4
Total namedOpenAI: 0/15Claude: 0/15Perplexity: 0/15Gemini: 1/15All assistants: 1/60
named the companyanswered without naming itdid not answer

Columns, left to right: OpenAI, Claude, Perplexity, Gemini. Across the study, on 50% of the questions where a company is named, only one AI assistant names it.

Transaction detailSection 02

What Gemini actually said

An answer that names the company

Gemininamed the company

“How can group legal services benefits help with employee retention?”

… Positive impact on mental and financial health: MetLife reports that employees with legal benefits tend to have higher levels of financial and mental health compared to those without. This reduction in stress from legal worries can lead to greater peace of mind.

Feeling cared for: When employers offer legal services, employees feel that their employer cares about their overall well-being.

2. Enhancing Job Satisfaction and Loyalty:

Valued benefit: Legal plans are becoming a highly sought-after voluntary benefit. Employees who have access to legal benefits report i …

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

PayeesSection 03

Where the mentions went

The companies these answers named, and how the mentions were split between this company and its peers.

Share of mentions

CompanyShare
  1. MetLife
    100.0%
  2. Prudential
    0.0%
  3. Unum
    0.0%
  4. Lincoln Financial Group
    0.0%
  5. The Hartford
    0.0%
  6. Principal Financial Group
    0.0%
ReferrersSection 04

Websites the AI used as sources

How many times each website was listed as a source in these answers

  1. 01
    insurancebusinessmag.com
    11
  2. 02
    paychex.com
    11
  3. 03
    adp.com
    10
  4. 04
    peoplekeep.com
    10
  5. 05
    abigsolutions.com
    9
  6. 06
    ehealthinsurance.com
    8
  7. 07
    mercer.com
    7
  8. 08
    guardianlife.com
    7
  9. 09
    takecommandhealth.com
    7
  10. 10
    debofsky.com
    7

MetLife is in the study as a life insurer.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

Gemini
1/15
Claude
0/15
OpenAI
0/15
Perplexity
0/15
Market comparisonSection 06

How MetLife compares with all 2,219 companies

Every tower is a company in the study, taller for a higher overall score and lit where AI assistants named it. Its own group stays lit. Hover a tower to see it, and click to open it.

What makes up the score

Each part is scored out of 100.

Visibility
8

How often AI assistants name the company, and how that compares with its peers

Citations
1

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

Sentiment
100

How positively AI describes the company

Site quality
87

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.

Against its sectorSection 07

Compared with insurers

97 companies in this sector. The gold tick on each bar is the typical company.

Overall score
39
Ranks 12 of 97. Typical company: 28
Named in answers
1.7%
Ranks 41 of 97. Typical company: 1.7%
AI readiness
29
Ranks 22 of 97. Typical company: 29
Against its categorySection 08

Compared with life insurers

17 companies in this category. The gold tick on each bar is the typical company.

Overall score
39
Ranks 1 of 17. Typical company: 27
Named in answers
1.7%
Ranks 4 of 17. Typical company: 0.0%
AI readiness
29
Ranks 3 of 17. Typical company: 21
AI agentsSection 09

Ready for AI agents

What this website publishes for an AI agent to read, use and pay through, 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
Can an AI agent check out here?

We could not tell. The website turned away our requests for the files an agent would read. An agent arriving by itself is turned away the same way.

Agent payment protocols
  • x402Not present
  • MPPNot present
  • AP2Not present
  • ACPCould not check
  • UCPCould not check
Interfaces for AI agents
  • MCP Server CardCould not check
  • A2A Agent CardCould not check
  • Agent SkillsCould not check
  • API CatalogCould not check
  • llms.txtPublished
  • WebMCPCould not check
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: 86.1%
  • SitemapPassed

    An XML sitemap listing the pages, ideally referenced from robots.txt.

    study: 87.9%
  • Link headersNot met

    Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.

    study: 1.5%
  • DNS for AI DiscoveryNot present

    Advertise agent endpoints with SVCB records under _agents.

    study: 4.3%
Content accessibility
25 of 100
  • Markdown negotiationNot met

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

    study: 6.2%
  • llms.txtPartly met

    Publish an llms.txt with a short summary and the key links.

    study: 31.0%
Bot access control
32 of 100
  • AI bot rulesPartly met

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

    study: 92.7%
  • Content SignalsNot met

    Add a Content-Signal line for search, ai-input and ai-train to robots.txt.

    study: 2.3%
  • Web Bot AuthCould not check

    Only relevant if you run your own agents or crawlers: publish a signing key directory.

    study: 0.3%
APIs, auth and MCP
0 of 100
  • API CatalogCould not check

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

    study: 1.3%
  • OAuth discoveryCould not check

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

    study: 6.3%
  • OAuth Protected ResourceCould not check

    Serve protected resource metadata at /.well-known/oauth-protected-resource.

    study: 5.3%
  • auth.mdNot met

    Publish an auth.md describing how agents sign in.

    study: 0.2%
  • MCP Server CardCould not check

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

    study: 0.8%
  • A2A Agent CardCould not check

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

    study: 0.2%
  • Agent SkillsCould not check

    Publish a skills index with the main tasks agents can do.

    study: 1.0%
  • WebMCPCould not check

    Register key actions such as search or cart as WebMCP tools.

    study: 0.0%
  • ARD manifestCould not check

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

    study: 0.2%

Score 44 of 100 · 65% of checks could run · checked on October 5, 2026 · www.metlife.com · 2,200 companies scanned

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

AI readinessSection 10

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: 85.1%
  • PassedXML sitemapstudy: 79.4%
  • Not metHTTP Link headers (RFC 8288)study: 42.5%

Content Accessibility

  • Not metMarkdown content negotiationstudy: 7.4%
  • Passedllms.txt publishedstudy: 28.1%
  • PassedToken budget (page weight)study: 97.3%

Bot Access Control

  • Not metExplicit AI bot rulesstudy: 11.5%

API / Auth / MCP

  • Not metAPI Catalog (.well-known/api-catalog)study: 1.1%
  • Not metOAuth Authorization Server discoverystudy: 5.2%
  • Not metOAuth Protected Resource discoverystudy: 4.6%
  • Not metMCP Server Cardstudy: 0.2%
  • Not metA2A Agent Cardstudy: 0.0%
  • Not metWebMCP toolsstudy: 0.3%
  • Not metAgent Skills declaredstudy: 0.1%
AI crawlersSection 11

What AI crawlers may read (robots.txt)

This website sets no rules for any AI crawler by name, like 86% 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.

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