AI visibility statementFinance AI Visibility Study 2026Issued October 14, 2026

Account holder

Nomura Research Institute

nri.com

Consultancies and professional services Advisers and services

Money20/20 attendee

Statement period: October 9 to 14, 2026; when the AI assistants were asked
Account no.: 2,125 of 2,219; its rank by overall score
Place in its category: 171st of 177 consultancies

Closing balance

Named in

0of 60, its tower is dark

by 0 of 4 assistants

Statement note

What this means for Nomura Research Institute

AI assistants do not name this consultancy in any of their 60 answers to questions about its market. Its overall score is 22 out of 100, placing it 2,125th of 2,219 companies and below the typical company in its sector. Its website passes 3 of 14 technical checks for AI tool readiness.

We asked 15 unbranded questions about its market, so no question mentioned Nomura Research Institute by name. AI assistants named it in none of the 60 answers. Counting only how often it is named, it ranks 149th of 346 in its sector. The typical advisory or services firm is named in 0.0% of answers.

Named fewer than three times in total. Read this as a sign that AI assistants rarely bring this company up, not as an exact comparison with its peers.

Overall score

Visibility0
Citations0
Sentiment50
Site quality53
AI readiness36

Summary of account

Named by AI in: 0.0%; 0 of 60 answers
Share of mentions: 0.0%; 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: 332 of 346; by overall score, where the typical advisory or services firm scores 27

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Line items01

Every question, and where the company came up

Nomura Research Institute came up on 0 of 15 questions. Open any window to read that answer.

01How does business consulting differ from systems integration for digital transformation projects?0/4
02Consulting firm vs in-house IT team for enterprise-scale transformation: pros and cons0/4
03How much does enterprise digital transformation consulting generally cost in the U.S. market?0/4
04What are some non-consulting approaches to achieving digital transformation at scale?0/4
05What should enterprises consider before selecting a consulting partner for infrastructure modernization?0/4
06How can value co-creation benefit government agencies pursuing digital transformation?0/4
07What are the best consulting firms for digital transformation in large enterprises?0/4
08Is hiring a business consulting firm for AI utilization worth the investment for enterprise-level organizations?0/4
09Peer-led vs consultant-led systems integration: What alternatives do large organizations have?0/4
10Examples of successful infrastructure design projects led by consulting and systems integration firms0/4
11Common challenges in implementing enterprise-wide digital transformation and how to solve them0/4
12Alternatives to traditional business consulting for digital innovation in enterprises0/4
13Top strategies for government organizations to achieve digital innovation through systems integration0/4
14Typical pricing models for business consulting and systems integration services for U.S. enterprises0/4
15What are the biggest barriers to adoption when integrating AI-driven solutions in large organizations?0/4

Total named0/150/150/150/150/60

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 detail02

What Gemini actually said

The company is not named in this answer

Geminidid not name the company

“How much does enterprise digital transformation consulting generally cost in the U.S. market?”

In the U.S. market, enterprise digital transformation consulting costs generally vary widely based on the scope, complexity, and the type of firm engaged.
Here's a breakdown:
Overall Program Costs:
Focused transformation initiatives can range from $150,000 to $500,000.
Organization-wide digital transformation programs typically cost $500,000 to over $2 million.
For large enterprises with multiple business units and core systems, an enterprise-wide program can range from $2 million to $20 million+, lasting 18 months to 3 years and involving 20-100+ people acros …

The AI’s answer as we received it, shortened and not checked for accuracy.

Payees03

Where the mentions went

The companies these answers named, and how the mentions were split between this company and its peers.

Named instead

CompanyTimes named

01
Accenture
4
02
Capgemini
3
03
Cognizant
2
04
Bain & Company
1
05
Deloitte Consulting
1

Share of mentions

CompanyShare

Accenture
26.9%
Deloitte Consulting
26.9%
Capgemini
19.2%
Cognizant
15.4%
Bain & Company
11.5%
Nomura Research Institute
0.0%

Referrers04

Websites the AI used as sources

How many times each website was listed as a source in these answers

01
bcg.com
5
02
iternal.ai
4
03
savvycomsoftware.com
4
04
linkedin.com
4
05
ey.com
3
06
deloitte.com
3
07
talentmsh.com
3
08
worldmetrics.org
3
09
pmc.ncbi.nlm.nih.gov
3
10
sciencedirect.com
3

Nomura Research Institute is in the study as a consultancy.

By assistant05

Which AI assistants named the company

Answers naming it, out of answers received

Claude

0/15

Gemini

0/15

OpenAI

0/15

Perplexity

0/15

Market comparison06

How Nomura Research Institute 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

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

Citations

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

Sentiment

How positively AI describes the company

Site quality

How well built the website's own pages are

AI readiness

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 sector07

Compared with advisory and services firms

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

Overall score

Ranks 332 of 346. Typical company: 27

Named in answers

0.0%

Ranks 149 of 346. Typical company: 0.0%

AI readiness

Ranks 38 of 346. Typical company: 29

Against its category08

Compared with consultancies

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

Overall score

Ranks 168 of 177. Typical company: 27

Named in answers

0.0%

Ranks 62 of 177. Typical company: 0.0%

AI readiness

Ranks 15 of 177. Typical company: 29

AI agents09

Ready for AI agents

What this website publishes for an AI agent to read, use and pay through, on a scale of six levels.

0Not yet agent-ready
1Basic web presence
2Bot-aware
3Agent-readable
4Agent-integrated
5Agent-native

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. Nomura Research Institute 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.nri.com · 2,200 companies scanned

See how every company did, and how this was measured.

AI readiness10

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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End of statement

All 2,219 companies How we measured this

Nomura Research Institute

What this means for Nomura Research Institute

Get the full report on Nomura Research Institute as a PDF

Every question, and where the company came up

What Gemini actually said

Where the mentions went

Named instead

Share of mentions

Websites the AI used as sources

Which AI assistants named the company

How Nomura Research Institute compares with all 2,219 companies

What makes up the score

Compared with advisory and services firms

Compared with consultancies

Ready for AI agents

The checks behind the AI readiness score

Discoverability

Content Accessibility

Bot Access Control

API / Auth / MCP

Get the full report on Nomura Research Institute as a PDF

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