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.

SWIFT47/60TRANSUNION46/60EXPERIAN42/60COINSTAR41/60NAVY FEDERAL CREDIT UNION41/60ZELLE41/60BLOOMBERG L.P.38/60TRADINGVIEW38/60BANCO POPULAR DE PUERTO RICO37/60PAYPAL37/60VENMO37/60CHEXSYSTEMS33/60EQUIFAX33/60MORNINGSTAR32/60S&P GLOBAL31/60ALPACA MARKETS30/60COINBASE30/60PINWHEEL29/60STRIPE29/60XERO29/60ACORNS28/60AFFIRM28/60PAYFAST (PAYGATE)28/60PAYONEER28/60INTERACTIVE BROKERS26/60CHARLES SCHWAB19/60THE HARTFORD9/60MOODY'S21/60CME GROUP19/60ACCENTURE11/60CHUBB10/60MORGAN STANLEY6/60AMERICAN EXPRESS14/60SYNCHRONY FINANCIAL12/60FACTSET20/60NASDAQ19/60ALLSTATE11/60WELLS FARGO18/60PAYCHEX10/60ARES MANAGEMENT3/60
Rezolve Ai
MethodDemo
Back to the study
AI visibility statementFinance AI Visibility Study 2026Issued October 14, 2026
Account holder

Nelnet

nelnet.comNNI

Personal, auto and student lendingLending and credit

Money20/20 attendee

Also in the US AI Visibility Study

Statement period
September 23 to 25, 2026
when the AI assistants were asked
Account no.
696 of 2,219
its rank by overall score
Place in its category
16th of 62 consumer lenders
Closing balance

Named in

4of 60 answers

by 4 of 4 assistants

Statement note

What this means for Nelnet

AI assistants name Nelnet in 6.7% of answers, which is about twice as often as the typical company in its sector. Its overall score is 34 out of 100, ranking 696th of 2,219 companies. Nelnet's website passes 5 of the 14 technical checks for AI tool readiness.

We asked 15 unbranded questions about its market, so no question mentioned Nelnet by name. AI assistants named it in 4 of the 60 answers. Counting only how often it is named, it ranks 32nd of 93 in its sector. The typical lending and credit company is named in 3.3% of answers.

Overall score
34Overall score
  • Visibility10
  • Citations0
  • Sentiment63
  • Site quality87
  • AI readiness36
Summary of account
Named by AI in
6.7%
4 of 60 answers
Share of mentions
20.0%
of the mentions of it and its 5 peers
AI readiness
5/14
technical checks passed. Typical for its sector: 4
Rank in its sector
34 of 93
by overall score, where the typical lending and credit company scores 31

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Line itemsSection 01

Every question, and where the company came up

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

  1. 01Alternatives to dedicated contact centers for handling high-volume customer support?0/4
  2. 02Use-cases for custom application development in government services?0/4
  3. 03What factors influence the pricing of technology solutions for student loan servicing?0/4
  4. 04Top business process outsourcing companies for government agencies?0/4
  5. 05Are digital accessibility services worth the investment for government entities?0/4
  6. 06How do student loan servicing options compare to general consumer loan servicing?0/4
  7. 07What are the best student loan servicing providers in the US?4/4
  8. 08Business process outsourcing vs. in-house operational support: which is more efficient?0/4
  9. 09Is it worth outsourcing back-office processing for higher education institutions?0/4
  10. 10How can data analytics benefit student loan management for universities?0/4
  11. 11What are some options besides traditional loan servicing for managing student loan portfolios?0/4
  12. 12Common issues with contact center outsourcing and how to resolve them?0/4
  13. 13Alternatives to outsourcing back-office processing for financial institutions?0/4
  14. 14How much does business process outsourcing typically cost for medium-sized enterprises?0/4
  15. 15What should I do if my student loan payment isn't showing as processed?0/4
Total namedOpenAI: 1/15Claude: 1/15Perplexity: 1/15Gemini: 1/15All assistants: 4/60
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 OpenAI actually said

An answer that names the company

OpenAInamed the company

“What are the best student loan servicing providers in the US?”

Short answer

For federal student loans the largest/best-known servicers right now are Nelnet, Aidvantage (Maximus), MOHELA, Edfinancial and Central Research, Inc. (CRI). Which one is “best” depends on what you value (customer service, online tools, complaint history, specialty program handling). (studentaid.gov)

Important context (why there isn’t one single “best”)

Federal vs. private: federal loans are assigned by the U.S. Department of Education to servicers who manage billing, customer support and repayment optio …

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
    Conduent
    4

Share of mentions

CompanyShare
  1. Nelnet
    20.0%
  2. MOHELA (Missouri Higher Education Loan Authority)
    20.0%
  3. EdFinancial Services
    20.0%
  4. MAXIMUS Federal
    20.0%
  5. Conduent
    20.0%
  6. Great Lakes Educational Loan Services
    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
    studentaid.gov
    11
  2. 02
    justdial.com
    11
  3. 03
    forbes.com
    7
  4. 04
    consumerfinance.gov
    7
  5. 05
    edfinancial.studentaid.gov
    7
  6. 06
    nerdwallet.com
    6
  7. 07
    zipdo.co
    5
  8. 08
    investopedia.com
    5
  9. 09
    helpware.com
    5
  10. 10
    files.consumerfinance.gov
    5

Nelnet is in the study as a consumer lender.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

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

How Nelnet 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
10

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

Citations
0

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

Sentiment
63

How positively AI describes the company

Site quality
87

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.

Against its sectorSection 07

Compared with lending and credit companies

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

Overall score
34
Ranks 34 of 93. Typical company: 31
Named in answers
6.7%
Ranks 32 of 93. Typical company: 3.3%
AI readiness
36
Ranks 9 of 93. Typical company: 29
Against its categorySection 08

Compared with consumer lenders

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

Overall score
34
Ranks 14 of 62. Typical company: 28
Named in answers
6.7%
Ranks 13 of 62. Typical company: 1.7%
AI readiness
36
Ranks 6 of 62. Typical company: 29
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. Nelnet 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.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
50 of 100
  • Markdown negotiationNot met

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

    study: 6.2%
  • llms.txtPassed

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

    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 36 of 100 · 97% of checks could run · checked on October 5, 2026 · nelnet.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

5 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%
  • 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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ShareSection 12

Share this result

Overall score 34 of 100 badge for Nelnet

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/nelnet.com"><img src="https://aeo-audit.rezolve.com/finance/badges/nelnet.com.svg" alt="Overall score 34 of 100, Finance AI Visibility Study 2026" width="280" height="64"></a>
End of statement
All 2,219 companiesHow we measured this
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