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
September 23, 2026
when the AI assistants were asked
Account no.
633 of 2,219
its rank by overall score
Place in its category
5th of 20 asset managers
Closing balance

Named in

4of 60 answers

by 4 of 4 assistants

Statement note

What this means for BlackRock

AI assistants name BlackRock in 6.7% of answers, which is more often than the typical company in its sector at 0.8%. Its overall score is 35 out of 100, ranking 633rd of 2,219 companies. The website passes 4 of 14 technical checks for AI tool readiness.

We asked 15 unbranded questions about its market, so no question mentioned BlackRock by name. AI assistants named it in 4 of the 60 answers. Counting only how often it is named, it ranks 53rd of 238 in its sector. The typical investing and wealth company is named in 0.8% of answers.

Overall score
35Overall score
  • Visibility9
  • Citations1
  • Sentiment75
  • Site quality87
  • AI readiness29
Summary of account
Named by AI in
6.7%
4 of 60 answers
Share of mentions
13.8%
of the mentions of it and its 5 peers
AI readiness
4/14
technical checks passed. Typical for its sector: 4
Rank in its sector
62 of 238
by overall score, where the typical investing and wealth company scores 28

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Line itemsSection 01

Every question, and where the company came up

BlackRock came up on 1 of 15 questions. Open any window to read that answer.

  1. 01Asset management firm vs robo-advisor: which is better for retirement planning?0/4
  2. 02What self-directed investing options exist for those who don't want to use asset managers?0/4
  3. 03Best ways to align investment funds with personal or ethical preferences0/4
  4. 04How do asset management firms charge for active vs passive fund management?0/4
  5. 05What should I know before choosing an investment management firm for my 401(k) rollover?0/4
  6. 06Best types of investment management services for growing a college fund0/4
  7. 07What are the top asset management firms for individual investors in the US?4/4
  8. 08What are typical fees for investment management services in the US?0/4
  9. 09Is professional asset management worth it for small portfolios?0/4
  10. 10Institutional vs individual investment management services—what are the main differences?0/4
  11. 11What can cause delays when transferring accounts between asset managers?0/4
  12. 12How do asset management firms help financial advisors serve their clients?0/4
  13. 13Options for investing in the space economy through managed funds0/4
  14. 14Alternatives to traditional asset management for building a diversified portfolio0/4
  15. 15Why are investment fund returns sometimes lower than expected?0/4
Total namedOpenAI: 1/15Claude: 1/15Perplexity: 1/15Gemini: 1/15All assistants: 4/60
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 asset management firms for individual investors in the US?”

For individual investors in the US, the most widely recognized top asset management firms are Vanguard, BlackRock (iShares), Fidelity, Capital Group, T. Rowe Price, and JPMorgan Asset Management. If you mean firms that also provide wealth management/advisory services to individuals, then Edelman Financial Engines, Fisher Investments, CAPTRUST, Ameriprise, and Charles Schwab Wealth Management are also commonly ranked highly.

A practical way to think about “top” is by the type of service you want:

Best-known for · Firms · Why they stand out …

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
    Vanguard
    10
  2. 02
    J.P. Morgan Asset Management
    3

Share of mentions

CompanyShare
  1. Vanguard
    34.5%
  2. Fidelity Investments
    34.5%
  3. BlackRock
    13.8%
  4. J.P. Morgan Asset Management
    13.8%
  5. State Street Global Advisors
    3.4%
  6. Charles Schwab Asset Management
    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
    smartasset.com
    23
  2. 02
    investopedia.com
    19
  3. 03
    morningstar.com
    17
  4. 04
    investor.gov
    11
  5. 05
    fidelity.com
    11
  6. 06
    am.jpmorgan.com
    10
  7. 07
    morganstanley.com
    10
  8. 08
    sec.gov
    9
  9. 09
    finra.org
    7
  10. 10
    investor.vanguard.com
    7

BlackRock is in the study as an asset manager.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

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

How BlackRock 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
9

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

Citations
1

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

Sentiment
75

How positively AI describes the company

Site quality
87

How well built the website's own pages are

AI readiness
29

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 investing and wealth companies

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

Overall score
35
Ranks 62 of 238. Typical company: 28
Named in answers
6.7%
Ranks 53 of 238. Typical company: 0.8%
AI readiness
29
Ranks 51 of 238. Typical company: 29
Against its categorySection 08

Compared with asset managers

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

Overall score
35
Ranks 4 of 20. Typical company: 28
Named in answers
6.7%
Ranks 4 of 20. Typical company: 0.0%
AI readiness
29
Ranks 6 of 20. Typical company: 25
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. BlackRock 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 5, 2026 · www.blackrock.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

4 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%
  • 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 BlackRock

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