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, 2026
when the AI assistants were asked
Account no.
1,731 of 2,219
its rank by overall score
Closing balance

Named in

7of 60 answers

by 4 of 4 assistants

Statement note

What this means for AlphaSense

AI assistants name AlphaSense in 11.7% of answers, which is more often than the typical company in its sector at 1.7%. Its overall score is 25 out of 100, ranking 1,731st of 2,219 in the study. How ready the website is for AI tools could not be measured: the website turned away the study's automated check.

We asked 15 unbranded questions about its market, so no question mentioned AlphaSense by name. AI assistants named it in 7 of the 60 answers. Counting only how often it is named, it ranks 100th of 574 in its sector. The typical financial technology and data company is named in 1.7% of answers.

Overall score
25Overall score
  • Visibility19
  • Citations2
  • Sentiment50
  • Site quality50
  • AI readiness0
Summary of account
Named by AI in
11.7%
7 of 60 answers
Share of mentions
38.9%
of the mentions of it and its 5 peers
AI readiness
n/a
the website turned our check away
Rank in its sector
486 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

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

  1. 01Why might an oxygen sensor give inaccurate readings in high humidity environments?0/4
  2. 02What is the typical price range for industrial-grade gas sensing modules?0/4
  3. 03What are the alternatives to electrochemical gas sensors for CO monitoring?0/4
  4. 04Which type of gas sensor is best for real-time toxic gas detection in manufacturing plants?0/4
  5. 05What can cause premature failure of electrochemical gas sensors in industrial settings?0/4
  6. 06Alternatives to traditional particulate counters for air quality assessment?0/4
  7. 07Other technologies for monitoring oxygen levels without using galvanic sensors?0/4
  8. 08Photoionization detectors vs metal oxide gas sensors: which is better for VOC monitoring?0/4
  9. 09What are the best gas sensors for industrial OEM applications?4/4
  10. 10Are premium galvanic oxygen sensors worth the extra cost for environmental compliance?0/4
  11. 11Which air quality monitors are most suitable for safety system integration?1/4
  12. 12How do electrochemical gas sensors compare to NDIR sensors for industrial use?0/4
  13. 13Is it better to invest in high-end particle counters for continuous air quality monitoring?0/4
  14. 14How are particulate sensors used in indoor air quality monitoring for commercial buildings?0/4
  15. 15How much do advanced PID sensors for VOC detection usually cost?2/4
Total namedOpenAI: 2/15Claude: 2/15Perplexity: 1/15Gemini: 2/15All assistants: 7/60
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 Claude actually said

An answer that names the company

Claudenamed the company

“How much do advanced PID sensors for VOC detection usually cost?”

I'll search for information about the pricing of advanced PID sensors for VOC detection.Based on the search results, the pricing for advanced PID sensors for VOC detection varies depending on the type and application:

Individual Sensor Components:

Commercial PID sensors from manufacturers including Alphasense and Mocon cost approximately $500 each. Some advanced units like the Winsen 4R-PID sensor are priced around $371-$550.

Handheld and Portable Detectors:

More reliable VOC detectors cost over $300, though prices vary based on sensitivity and features.

Fixed/Industrial Systems: …

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
    Aeroqual
    3
  2. 02
    Membrapor
    3
  3. 03
    SPEC Sensors
    2

Share of mentions

CompanyShare
  1. AlphaSense
    38.9%
  2. SGX Sensortech
    22.2%
  3. Membrapor
    16.7%
  4. Aeroqual
    11.1%
  5. City Technology (Honeywell)
    5.6%
  6. SPEC Sensors
    5.6%
ReferrersSection 04

Websites the AI used as sources

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

  1. 01
    pmc.ncbi.nlm.nih.gov
    15
  2. 02
    image-ppubs.uspto.gov
    15
  3. 03
    winsen-sensor.com
    13
  4. 04
    telectronichub.com
    8
  5. 05
    sciencedirect.com
    7
  6. 06
    alphasense.com (its own website)
    7
  7. 07
    alibaba.com
    6
  8. 08
    tsi.com
    6
  9. 09
    sourcebyspec.com
    5
  10. 10
    mdpi.com
    5

AlphaSense is in the study as a market data company.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

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

How AlphaSense 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
19

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

Citations
2

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

Sentiment
50

How positively AI describes the company

Site quality
50

How well built the website's own pages are

AI readiness
0

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
25
Ranks 486 of 574. Typical company: 29
Named in answers
11.7%
Ranks 100 of 574. Typical company: 1.7%
AI readiness
0
Ranks 568 of 574. Typical company: 29
Against its categorySection 08

Compared with market data companies

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

Overall score
25
Ranks 35 of 37. Typical company: 36
Named in answers
11.7%
Ranks 21 of 37. Typical company: 15.0%
AI readiness
0
Ranks 37 of 37. 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. AlphaSense 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 · www.alphasense.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

AI readiness could not be measured. The website turned away our automated check, so none of the 14 checks could run. That reflects the website’s rules for automated visitors, not what the website contains.

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ShareSection 11

Share this result

Overall score 25 of 100 badge for AlphaSense

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/alphasense.com"><img src="https://aeo-audit.rezolve.com/finance/badges/alphasense.com.svg" alt="Overall score 25 of 100, Finance AI Visibility Study 2026" width="280" height="64"></a>
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