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

Billtrust

billtrust.com

Accounting, tax and payrollFinancial technology and data

Money20/20 attendee

Statement period
October 9 to 14, 2026
when the AI assistants were asked
Account no.
50 of 2,219
its rank by overall score
Place in its category
4th of 32 accounting, tax and payroll companies
Closing balance

Named in

20of 60 answers

by 4 of 4 assistants

Statement note

What this means for Billtrust

AI assistants name this accounting, tax or payroll company in 33.3% of answers, while the typical company in its sector is named in just 1.7%. Its overall score is 45 out of 100, ranking 50th of 2,219 companies. Its website passes 5 of 14 technical checks for readiness for AI tools.

We asked 15 unbranded questions about its market, so no question mentioned Billtrust by name. AI assistants named it in 20 of the 60 answers. Counting only how often it is named, it ranks 17th of 574 in its sector. The typical financial technology and data company is named in 1.7% of answers.

Overall score
45Overall score
  • Visibility30
  • Citations7
  • Sentiment86
  • Site quality80
  • AI readiness36
Summary of account
Named by AI in
33.3%
20 of 60 answers
Share of mentions
27.0%
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
20 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

Billtrust came up on 7 of 15 questions. Open any window to read that answer.

  1. 01Are there affordable AR automation platforms suited for companies with moderate transaction volumes?2/4
  2. 02Is investing in AI-driven AR automation software worth it for companies with complex billing cycles?1/4
  3. 03What factors influence the pricing of accounts receivable automation software for enterprise clients?0/4
  4. 04Common issues with syncing ERP systems and AR automation tools0/4
  5. 05Best software solutions to automate invoice-to-cash processes for midsize businesses4/4
  6. 06Accounts receivable automation vs. manual cash application: which is more efficient for large suppliers?0/4
  7. 07What should I consider before purchasing an end-to-end receivables management platform?0/4
  8. 08How does AI-powered accounts receivable automation compare to traditional AR management methods?0/4
  9. 09Alternatives to end-to-end AR automation for optimizing cash flow in B2B environments2/4
  10. 10What other solutions exist for automating invoice delivery and payment processing in accounts receivable?4/4
  11. 11Use cases for AI-driven cash application features in accounts receivable automation0/4
  12. 12Why isn't my accounts receivable automation software reducing payment delays?0/4
  13. 13What are the top accounts receivable automation platforms for B2B companies looking to speed up cash flow?4/4
  14. 14How can mid-sized B2B suppliers use AI-powered AR tools to free up trapped cash?0/4
  15. 15Which AR automation tools integrate best with popular ERP systems used by large US businesses?3/4
Total namedOpenAI: 5/15Claude: 4/15Perplexity: 5/15Gemini: 6/15All assistants: 20/60
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 Perplexity actually said

An answer that names the company

Perplexitynamed the company

“What are the top accounts receivable automation platforms for B2B companies looking to speed up cash flow?”

For most B2B companies, the strongest shortlist is HighRadius, Billtrust, Invoiced, Upflow, Kolleno, Quadient AR (YayPay), and BILL. The best choice depends on whether the priority is enterprise-scale order-to-cash automation, faster collections, embedded payments, or complex billing.

Platform · Best for · Why it stands out

HighRadius · Large enterprises · Broad order-to-cash automation, including collections, credit, deductions, cash application, and dispute management.

Billtrust · High-volume invoicing and payments · Combines invoicing, payment processing …

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
    HighRadius
    14
  2. 02
    Invoiced
    8

Share of mentions

CompanyShare
  1. Billtrust
    27.0%
  2. HighRadius
    25.7%
  3. VersaPay
    18.9%
  4. YayPay by Quadient
    14.9%
  5. Invoiced
    13.5%
  6. Kyriba (AR Automation)
    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
    billtrust.com (its own website)
    20
  2. 02
    highradius.com
    15
  3. 03
    emagia.com
    12
  4. 04
    versapay.com
    11
  5. 05
    blog.alguna.com
    7
  6. 06
    thenextweb.com
    6
  7. 07
    invoiced.com
    6
  8. 08
    chaserhq.com
    6
  9. 09
    upflow.io
    5
  10. 10
    stuut.ai
    5

Billtrust is in the study as an accounting, tax or payroll company.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

Gemini
6/15
OpenAI
5/15
Perplexity
5/15
Claude
4/15
Market comparisonSection 06

How Billtrust 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
30

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

Citations
7

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

Sentiment
86

How positively AI describes the company

Site quality
80

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 financial technology and data companies

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

Overall score
45
Ranks 20 of 574. Typical company: 29
Named in answers
33.3%
Ranks 17 of 574. Typical company: 1.7%
AI readiness
36
Ranks 83 of 574. Typical company: 29
Against its categorySection 08

Compared with accounting, tax and payroll companies

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

Overall score
45
Ranks 4 of 32. Typical company: 38
Named in answers
33.3%
Ranks 5 of 32. Typical company: 15.0%
AI readiness
36
Ranks 5 of 32. 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. Billtrust 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 9, 2026 · www.billtrust.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 45 of 100 badge for Billtrust

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/billtrust.com"><img src="https://aeo-audit.rezolve.com/finance/badges/billtrust.com.svg" alt="Overall score 45 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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