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.
686 of 2,219
its rank by overall score
Place in its category
38th of 177 consultancies
Closing balance

Named in

6of 60 answers

by 4 of 4 assistants

Statement note

What this means for RSM

AI assistants name this consultancy in 10% of answers, while the typical company in its sector is named in 0%. Its overall score is 34 out of 100, which ranks 686th of 2,219. The website passes 3 of 14 technical checks for readiness with AI tools.

We asked 15 unbranded questions about its market, so no question mentioned RSM by name. AI assistants named it in 6 of the 60 answers. Counting only how often it is named, it ranks 43rd of 346 in its sector. The typical advisory or services firm is named in 0.0% of answers.

Overall score
34Overall score
  • Visibility24
  • Citations4
  • Sentiment50
  • Site quality80
  • AI readiness21
Summary of account
Named by AI in
10.0%
6 of 60 answers
Share of mentions
75.0%
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
92 of 346
by overall score, where the typical advisory or services firm scores 27

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Line itemsSection 01

Every question, and where the company came up

RSM came up on 3 of 15 questions. Open any window to read that answer.

  1. 01What options exist for outsourced tax services besides large national firms?1/4
  2. 02Tax planning vs. tax compliance: which is more valuable for mid-sized businesses?0/4
  3. 03Alternatives to traditional business consulting for middle market organizations2/4
  4. 04What assurance services are most beneficial for organizations facing rapid growth?0/4
  5. 05How to handle discrepancies found during a business audit for middle market organizations?0/4
  6. 06Are comprehensive assurance packages necessary for mid-sized businesses?0/4
  7. 07What are the most important factors to consider when choosing assurance, tax, and consulting services for a growing business?0/4
  8. 08How are fees for tax and consulting services typically structured for mid-sized businesses?0/4
  9. 09Best consulting services for middle market organizations looking to expand in the US3/4
  10. 10How do assurance services differ from consulting services for middle market companies?0/4
  11. 11What to do if your current tax service is missing key deadlines?0/4
  12. 12How can consulting services help mid-sized companies with digital transformation?0/4
  13. 13Is it worth investing in specialized consulting services for middle market firms?0/4
  14. 14Key benefits of tailored assurance and tax services for mid-market businesses in the US0/4
  15. 15What should a growing company expect to pay for annual assurance services in the US?0/4
Total namedOpenAI: 1/15Claude: 2/15Perplexity: 2/15Gemini: 1/15All assistants: 6/60
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

“Best consulting services for middle market organizations looking to expand in the US”

For a middle-market organization expanding in the US, the strongest shortlist is RSM, Wipfli, PwC’s Mid-Market practice, and The Keystone Group. The best choice depends on whether the priority is market entry, operational scale-up, technology implementation, M&A, or a specific industry.

Firm · Best fit · Relevant capabilities

RSM · Broad US expansion and strategic planning · Market research, competitive analysis, strategic planning, and execution support

Wipfli · Practical strategy-to-execution support · Business strategy, operating-model improvement, an …

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. RSM
    75.0%
  2. CBIZ
    12.5%
  3. Baker Tilly US, LLP
    12.5%
  4. Grant Thornton LLP
    0.0%
  5. BDO USA
    0.0%
  6. Marcum LLP
    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
    rsmus.com (its own website)
    8
  2. 02
    zipdo.co
    6
  3. 03
    sdmayer.com
    5
  4. 04
    linkedin.com
    4
  5. 05
    worldmetrics.org
    4
  6. 06
    wipfli.com
    3
  7. 07
    vouch.us
    3
  8. 08
    business.com
    3
  9. 09
    fraxtional.co
    3
  10. 10
    instead.com
    2

RSM is in the study as a consultancy.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

Claude
2/15
Perplexity
2/15
Gemini
1/15
OpenAI
1/15
Market comparisonSection 06

How RSM 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
24

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

Citations
4

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

Sentiment
50

How positively AI describes the company

Site quality
80

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 advisory and services firms

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

Overall score
34
Ranks 92 of 346. Typical company: 27
Named in answers
10.0%
Ranks 43 of 346. Typical company: 0.0%
AI readiness
21
Ranks 228 of 346. Typical company: 29
Against its categorySection 08

Compared with consultancies

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

Overall score
34
Ranks 38 of 177. Typical company: 27
Named in answers
10.0%
Ranks 15 of 177. Typical company: 0.0%
AI readiness
21
Ranks 113 of 177. 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. RSM 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 · rsmus.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%
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

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Overall score 34 of 100 badge for RSM

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/rsmus.com"><img src="https://aeo-audit.rezolve.com/finance/badges/rsmus.com.svg" alt="Overall score 34 of 100, Finance AI Visibility Study 2026" width="280" height="64"></a>
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