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
October 9 to 14, 2026
when the AI assistants were asked
Account no.
146 of 2,219
its rank by overall score
Place in its category
6th of 85 credit unions
Closing balance

Named in

9of 60 answers

by 3 of 4 assistants

Statement note

What this means for Lafayette Federal Credit Union

AI assistants name Lafayette Federal Credit Union in 15% of answers, which is more frequent than the typical company in its sector. Its overall score is 42 out of 100, ranking 146th of 2,219 companies. The website passes 4 of 14 technical checks, indicating some readiness for AI tools.

We asked 15 unbranded questions about its market, so no question mentioned Lafayette Federal Credit Union by name. AI assistants named it in 9 of the 60 answers. Counting only how often it is named, it ranks 51st of 394 in its sector. The typical banking company is named in 0.0% of answers.

Overall score
42Overall score
  • Visibility19
  • Citations1
  • Sentiment100
  • Site quality84
  • AI readiness29
Summary of account
Named by AI in
15.0%
9 of 60 answers
Share of mentions
30.0%
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
20 of 394
by overall score, where the typical banking company scores 28

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Line itemsSection 01

Every question, and where the company came up

Lafayette Federal Credit Union came up on 5 of 15 questions. Open any window to read that answer.

  1. 01Which credit unions in the DMV provide the best customer service to individuals and families?3/4
  2. 02What are typical account fees for credit union checking accounts in the DC metro area?0/4
  3. 03What options do credit unions offer for families looking to save for college expenses in the DMV?0/4
  4. 04What are the best credit union financial services for families in the DC, Maryland, and Virginia area?3/4
  5. 05Are there non-credit union options for low-cost car loans in the DC, Maryland, and Virginia region?0/4
  6. 06Can credit unions help with first-time homebuyer programs in Maryland or Virginia?0/4
  7. 07Why might my credit union mobile banking app not show recent transactions?0/4
  8. 08How do credit unions compare to banks for checking and savings accounts in the Washington, DC metro area?1/4
  9. 09Which credit unions in the DMV region offer the lowest rates on personal loans?1/4
  10. 10How do interest rates on credit union savings accounts in Maryland compare to online banks?0/4
  11. 11How can I resolve an issue with transferring funds between credit union accounts?0/4
  12. 12Credit union auto loans vs bank auto loans—what are the main benefits for DMV residents?1/4
  13. 13What are alternatives to credit union financial products for managing everyday banking needs?0/4
  14. 14Is joining a credit union in the DMV worth it for better loan rates?0/4
  15. 15Do credit unions in the DC area offer better rewards programs on credit cards than traditional banks?0/4
Total namedOpenAI: 2/15Claude: 3/15Perplexity: 0/15Gemini: 4/15All assistants: 9/60
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

“Which credit unions in the DMV provide the best customer service to individuals and families?”

Many credit unions in the DMV (D.C., Maryland, Virginia) area are praised for their excellent customer service to individuals and families. Several members highlight a personalized and supportive approach:

Lafayette Federal Credit Union (LFCU) has a long-standing reputation for "family service" and prioritizing customer needs, with members noting that staff are always available to answer questions and maintain high standards of customer care lfcu.org.

Democracy Federal Credit Union members consistently report "nothing short of amazing" experiences over …

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.

Also named

CompanyTimes named
  1. 01
    DC Credit Union
    8
  2. 02
    Andrews Federal Credit Union
    4
  3. 03
    SECU Maryland
    2
  4. 04
    NASA Federal Credit Union
    1

Share of mentions

CompanyShare
  1. DC Credit Union
    40.0%
  2. Lafayette Federal Credit Union
    30.0%
  3. Andrews Federal Credit Union
    20.0%
  4. SECU Maryland
    6.7%
  5. NASA Federal Credit Union
    3.3%
  6. Signal Financial Federal Credit Union
    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
    bankrate.com
    12
  2. 02
    dccreditunion.coop
    9
  3. 03
    nerdwallet.com
    8
  4. 04
    vacu.org
    7
  5. 05
    ussfcu.org
    6
  6. 06
    dcu.org
    5
  7. 07
    forbes.com
    5
  8. 08
    wsj.com
    5
  9. 09
    experian.com
    5
  10. 10
    navyfederal.org
    5

Lafayette Federal Credit Union is in the study as a credit union.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

Gemini
4/15
Claude
3/15
OpenAI
2/15
Perplexity
0/15
Market comparisonSection 06

How Lafayette Federal Credit Union 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
19

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
84

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 banking companies

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

Overall score
42
Ranks 20 of 394. Typical company: 28
Named in answers
15.0%
Ranks 51 of 394. Typical company: 0.0%
AI readiness
29
Ranks 82 of 394. Typical company: 29
Against its categorySection 08

Compared with credit unions

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

Overall score
42
Ranks 5 of 85. Typical company: 31
Named in answers
15.0%
Ranks 9 of 85. Typical company: 3.3%
AI readiness
29
Ranks 12 of 85. 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?

Not by itself. Lafayette Federal Credit Union publishes none of the agent payment protocols we look for. An agent would have to click through the website like a person.

Agent payment protocols
  • x402Not present
  • MPPNot present
  • AP2Not present
  • ACPNot present
  • UCPNot present
Interfaces for AI agents
  • MCP Server CardNot present
  • A2A Agent CardNot present
  • Agent SkillsNot present
  • API CatalogNot present
  • llms.txtNot present
  • 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
0 of 100
  • Markdown negotiationNot met

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

    study: 6.2%
  • llms.txtNot 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 AuthNot present

    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 CatalogNot met

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

    study: 1.3%
  • OAuth discoveryNot met

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

    study: 6.3%
  • OAuth Protected ResourceNot met

    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 CardNot met

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

    study: 0.8%
  • A2A Agent CardNot met

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

    study: 0.2%
  • Agent SkillsNot met

    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 manifestNot met

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

    study: 0.2%

Score 25 of 100 · 97% of checks could run · checked on October 9, 2026 · www.lfcu.org · 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%
  • PassedHTTP Link headers (RFC 8288)study: 42.5%

Content Accessibility

  • Not metMarkdown content negotiationstudy: 7.4%
  • Not metllms.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

  • 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.

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ShareSection 12

Share this result

Overall score 42 of 100 badge for Lafayette Federal Credit Union

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/finance/lfcu.org"><img src="https://aeo-audit.rezolve.com/finance/badges/lfcu.org.svg" alt="Overall score 42 of 100, Finance AI Visibility Study 2026" width="280" height="64"></a>
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