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

LawFi

lawfi.com

Embedded finance and banking as a serviceFinancial technology and data

Money20/20 attendee

Statement period
October 9 to 14, 2026
when the AI assistants were asked
Account no.
617 of 2,219
its rank by overall score
Place in its category
5th of 19 embedded finance providers
Closing balance

Named in

9of 60 answers

by 3 of 4 assistants

Statement note

What this means for LawFi

AI assistants name LawFi in 15% of answers, while the typical company in its sector is named in just 1.7% of answers. LawFi's overall score is 35 out of 100, ranking 617th of 2,219 companies overall. Its website passes 3 out of 14 technical checks for readiness for AI tools.

We asked 15 unbranded questions about its market, so no question mentioned LawFi by name. AI assistants named it in 9 of the 60 answers. Counting only how often it is named, it ranks 76th of 574 in its sector. The typical financial technology and data company is named in 1.7% of answers.

Overall score
35Overall score
  • Visibility18
  • Citations8
  • Sentiment75
  • Site quality67
  • AI readiness21
Summary of account
Named by AI in
15.0%
9 of 60 answers
Share of mentions
24.3%
of the mentions of it and its 5 peers
AI readiness
3/14
technical checks passed. Typical for its sector: 4
Rank in its sector
199 of 574
by overall score, where the typical financial technology and data company scores 29

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Line itemsSection 01

Every question, and where the company came up

LawFi came up on 6 of 15 questions. Open any window to read that answer.

  1. 01Can legal fee financing help make legal representation more accessible for clients with limited funds?0/4
  2. 02What other flexible payment options exist besides legal fee loans for legal services?0/4
  3. 03What should I do if a client's legal fee financing application is denied?0/4
  4. 04How can law firms offer instant financing to clients for legal services?2/4
  5. 05Legal fee loans vs. standard installment agreements: what's better for clients and law firms?0/4
  6. 06How do law firms handle late payments on legal fee loans?1/4
  7. 07In what situations might a law firm benefit most from offering legal fee loans?0/4
  8. 08Which legal fee financing platforms are best for solo practitioners and small law offices?3/4
  9. 09How do legal fee financing platforms compare to traditional law firm payment plans?1/4
  10. 10Are there upfront fees or interest charges with legal fee payment solutions?0/4
  11. 11What are alternatives for clients who can't get approved for legal fee financing?0/4
  12. 12What is the typical cost structure for legal fee financing platforms in the US?1/4
  13. 13Is using a legal fee financing platform worth it for small law firms?0/4
  14. 14What are the best platforms for flexible legal fee payment options in the US?1/4
  15. 15Are legal fee financing solutions a good choice for clients needing urgent legal help?0/4
Total namedOpenAI: 0/15Claude: 3/15Perplexity: 1/15Gemini: 5/15All 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 Claude actually said

An answer that names the company

Claudenamed the company

“Which legal fee financing platforms are best for solo practitioners and small law offices?”

I'll search for information about legal fee financing platforms that cater to solo practitioners and small law offices.Based on the search results, here are the best legal fee financing platforms for solo practitioners and small law offices:

Top Platforms

LawFi

LawFi is a mobile-first digital lending platform purpose-built to facilitate the financing of legal services, offering simple and transparent point-of-service legal fee loans and guaranteed payment plans to finance attorney consultations, retainers, and legal fees. It's free to join the LawFi Legal Merchant Network.

LawPay ( …

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. ClientCredit by LawPay
    40.5%
  2. PayLater by Affirm (Legal-focused partners)
    35.1%
  3. LawFi
    24.3%
  4. Affirm for Law
    0.0%
  5. Pay Later by Splitit (Legal Services)
    0.0%
  6. Finli for Legal 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
    lawpay.com
    55
  2. 02
    clio.com
    21
  3. 03
    lawfirmvelocity.com
    19
  4. 04
    lawfi.com (its own website)
    18
  5. 05
    americanbar.org
    8
  6. 06
    freshbooks.com
    6
  7. 07
    natlawreview.com
    5
  8. 08
    dcbar.org
    4
  9. 09
    calawyers.org
    4
  10. 10
    bill4time.com
    4

LawFi is in the study as an embedded finance provider.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

Gemini
5/15
Claude
3/15
Perplexity
1/15
OpenAI
0/15
Market comparisonSection 06

How LawFi 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
18

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

Citations
8

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

Sentiment
75

How positively AI describes the company

Site quality
67

How well built the website's own pages are

AI readiness
21

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 financial technology and data companies

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

Overall score
35
Ranks 199 of 574. Typical company: 29
Named in answers
15.0%
Ranks 76 of 574. Typical company: 1.7%
AI readiness
21
Ranks 401 of 574. Typical company: 29
Against its categorySection 08

Compared with embedded finance providers

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

Overall score
35
Ranks 5 of 19. Typical company: 27
Named in answers
15.0%
Ranks 1 of 19. Typical company: 0.0%
AI readiness
21
Ranks 14 of 19. 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 0: Not yet agent-ready. Agents struggle to find basic information about the site.

To reach level 1:
  • 2 of robots.txt, Sitemap, Link headers
Can an AI agent check out here?

Not by itself. LawFi 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
36 of 100
  • robots.txtNot met

    Publish a valid robots.txt with crawl rules and a Sitemap line.

    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 15 of 100 · 97% of checks could run · checked on October 9, 2026 · www.lawfi.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

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: 85.1%
  • PassedXML sitemapstudy: 79.4%
  • Not metHTTP 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%
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ShareSection 11

Share this result

Overall score 35 of 100 badge for LawFi

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/lawfi.com"><img src="https://aeo-audit.rezolve.com/finance/badges/lawfi.com.svg" alt="Overall score 35 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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