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.
609 of 2,219
its rank by overall score
Place in its category
31st of 177 consultancies
Closing balance

Named in

12of 60 answers

by 4 of 4 assistants

Statement note

What this means for GLG

AI assistants name this consultancy in 20% of answers, compared to 0% for the typical company in its sector. Its overall score is 35 out of 100, ranking 609th of 2,219. The website passes 2 of 14 technical checks for AI tool readiness.

We asked 15 unbranded questions about its market, so no question mentioned GLG by name. AI assistants named it in 12 of the 60 answers. Counting only how often it is named, it ranks 17th of 346 in its sector. The typical advisory or services firm is named in 0.0% of answers.

Overall score
35Overall score
  • Visibility21
  • Citations0
  • Sentiment70
  • Site quality80
  • AI readiness14
Summary of account
Named by AI in
20.0%
12 of 60 answers
Share of mentions
26.1%
of the mentions of it and its 5 peers
AI readiness
2/14
technical checks passed. Typical for its sector: 4
Rank in its sector
80 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

GLG came up on 5 of 15 questions. Open any window to read that answer.

  1. 01How can I find credible industry experts for investment decision-making?2/4
  2. 02What should I do if an expert consultation did not address my research needs?0/4
  3. 03What are alternatives to using expert networks for business intelligence research?0/4
  4. 04Low-cost methods for accessing specialized knowledge for consulting projects3/4
  5. 05Ways to use expert interviews to validate market entry strategies0/4
  6. 06How do expert network platforms differ from traditional consulting firms?1/4
  7. 07How can investment teams leverage expert consultations for portfolio management?0/4
  8. 08How do I evaluate if an expert network service will provide high-quality insights?0/4
  9. 09What are the best expert network services for strategic business research?4/4
  10. 10Expert calls vs. written research reports: which is more effective for due diligence?0/4
  11. 11Is paying for expert consultations worth it for mid-sized businesses?0/4
  12. 12Why am I having trouble booking a relevant expert through an expert network service?0/4
  13. 13How can organizations tap into expert advice without joining a paid expert network?0/4
  14. 14Are there affordable options for accessing industry expert insights on a project basis?2/4
  15. 15What factors affect the cost of expert network calls in the US?0/4
Total namedOpenAI: 4/15Claude: 3/15Perplexity: 3/15Gemini: 2/15All assistants: 12/60
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 best expert network services for strategic business research?”

The strongest expert-network services for strategic business research are GLG, AlphaSights, Guidepoint, Third Bridge, and AlphaSense/Tegus. The best choice depends on whether the priority is global coverage, speed, cost, sector depth, or searchable research content.

Provider · Best for · Key strengths

GLG · Broad, global strategic research · Very large expert base, extensive geographic and industry coverage, and support for complex multi-market studies.

AlphaSights · Fast, managed research projects · Rapid expert matching, strong project management, a …

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
    Guidepoint
    7
  2. 02
    Third Bridge
    7
  3. 03
    AlphaSights
    6
  4. 04
    Atheneum
    2
  5. 05
    Coleman Research
    1

Share of mentions

CompanyShare
  1. GLG
    26.1%
  2. AlphaSights
    21.7%
  3. Guidepoint
    21.7%
  4. Third Bridge
    19.6%
  5. Atheneum
    6.5%
  6. Coleman Research
    4.3%
ReferrersSection 04

Websites the AI used as sources

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

  1. 01
    cleverx.com
    29
  2. 02
    silverlightresearch.com
    16
  3. 03
    nexusexpertresearch.co
    14
  4. 04
    alpha-sense.com
    9
  5. 05
    futuristsspeakers.com
    6
  6. 06
    wisdomtree.com
    5
  7. 07
    iqnetwork.co
    4
  8. 08
    28experts.com
    4
  9. 09
    umbrex.com
    4
  10. 10
    nrcpas.com
    3

GLG is in the study as a consultancy.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

OpenAI
4/15
Claude
3/15
Perplexity
3/15
Gemini
2/15
Market comparisonSection 06

How GLG 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
21

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
70

How positively AI describes the company

Site quality
80

How well built the website's own pages are

AI readiness
14

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
35
Ranks 80 of 346. Typical company: 27
Named in answers
20.0%
Ranks 17 of 346. Typical company: 0.0%
AI readiness
14
Ranks 301 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
35
Ranks 31 of 177. Typical company: 27
Named in answers
20.0%
Ranks 7 of 177. Typical company: 0.0%
AI readiness
14
Ranks 154 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

The website turns away requests that do not come from a browser. AI agents that say what they are meet the same refusal.

Can an AI agent check out here?

Not by itself. GLG 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
100 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 headersCould not check

    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 negotiationCould not check

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

    study: 6.2%
  • llms.txtPartly 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 37 of 100 · 81% of checks could run · checked on October 9, 2026 · glginsights.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

2 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%
  • Not metXML 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 35 of 100 badge for GLG

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