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.
254 of 2,219
its rank by overall score
Closing balance

Named in

6of 60 answers

by 4 of 4 assistants

Statement note

What this means for Sentora

AI assistants name this digital asset infrastructure company in 10% of answers, more often than the typical company in its sector, which is named in 1.7% of answers. Its overall score is 40 out of 100, ranking 254th of 2,219 companies and 11th within its sector. Its website passes 6 out of 14 technical checks for AI tool readiness.

We asked 15 unbranded questions about its market, so no question mentioned Sentora by name. AI assistants named it in 6 of the 60 answers. Counting only how often it is named, it ranks 25th of 102 in its sector. The typical crypto and digital asset company is named in 1.7% of answers.

Overall score
40Overall score
  • Visibility21
  • Citations1
  • Sentiment88
  • Site quality73
  • AI readiness43
Summary of account
Named by AI in
10.0%
6 of 60 answers
Share of mentions
54.5%
of the mentions of it and its 5 peers
AI readiness
6/14
technical checks passed. Typical for its sector: 4
Rank in its sector
11 of 102
by overall score, where the typical crypto and digital asset company scores 30

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Line itemsSection 01

Every question, and where the company came up

Sentora came up on 2 of 15 questions. Open any window to read that answer.

  1. 01Is investing in an institutional-grade DeFi risk management solution worth it for large funds?0/4
  2. 02How do non-custodial vault solutions compare to custodial vaults for institutional DeFi investors?0/4
  3. 03How can institutions resolve issues with delayed DeFi vault settlements?0/4
  4. 04Are advanced analytics and real-time monitoring features necessary when choosing a DeFi strategy platform for institutions?0/4
  5. 05What are the best platforms for institutional DeFi strategy and risk management?3/4
  6. 06Why might an integrated DeFi risk management platform fail to recognize certain smart contract vulnerabilities?0/4
  7. 07How do institutional DeFi platforms support multi-protocol yield strategies for asset managers?0/4
  8. 08Which DeFi platforms offer built-in cover and smart yield features for institutional investors?3/4
  9. 09What are some alternatives to all-in-one institutional DeFi strategy and risk platforms?0/4
  10. 10Risk management platforms vs single-strategy DeFi platforms for institutions: Which is better?0/4
  11. 11Best practices for institutions deploying capital across multiple DeFi protocols securely?0/4
  12. 12Top tools for managing onchain capital deployment in DeFi markets?0/4
  13. 13How is the cost of non-custodial DeFi vault solutions structured for institutional clients?0/4
  14. 14Options for US-based institutions seeking decentralized risk management solutions beyond dedicated platforms?0/4
  15. 15What are typical pricing tiers for institutional DeFi risk management platforms in the US?0/4
Total namedOpenAI: 1/15Claude: 1/15Perplexity: 2/15Gemini: 2/15All 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

“Which DeFi platforms offer built-in cover and smart yield features for institutional investors?”

Sentora appears to be the clearest match. It is positioned as an institutional DeFi asset-management platform offering Smart Yield vaults, built-in risk management, and integrated DeFi protection—effectively combining yield generation with cover features.

Other platforms with related institutional capabilities include:

Reflect — offers configurable yield strategies, real-time on-chain insurance pools, automatic smart-contract protection, and institutional integrations.

Lunos — provides decentralized coverage for smart-contract exploits, stablecoin depegs, and valida …

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
    Enzyme Finance
    4

Share of mentions

CompanyShare
  1. Sentora
    54.5%
  2. Balancer Capital
    27.3%
  3. Enzyme Finance
    18.2%
  4. Ondo Finance
    0.0%
  5. Ribbon Finance
    0.0%
  6. Maple Finance
    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
    f6s.com
    15
  2. 02
    chainscorelabs.com
    9
  3. 03
    finantrix.com
    9
  4. 04
    p2p.org
    8
  5. 05
    mdpi.com
    8
  6. 06
    arxiv.org
    7
  7. 07
    startupik.com
    7
  8. 08
    x.com
    5
  9. 09
    sourceforge.net
    5
  10. 10
    alchemy.com
    5

Sentora is in the study as a digital asset infrastructure company.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

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

How Sentora 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
1

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

Sentiment
88

How positively AI describes the company

Site quality
73

How well built the website's own pages are

AI readiness
43

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 crypto and digital asset companies

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

Overall score
40
Ranks 11 of 102. Typical company: 30
Named in answers
10.0%
Ranks 25 of 102. Typical company: 1.7%
AI readiness
43
Ranks 8 of 102. Typical company: 33
Against its categorySection 08

Compared with digital asset infrastructure companies

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

Overall score
40
Ranks 9 of 80. Typical company: 29
Named in answers
10.0%
Ranks 18 of 80. Typical company: 1.7%
AI readiness
43
Ranks 7 of 80. Typical company: 36
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. Sentora 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
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
100 of 100
  • Markdown negotiationPassed

    Requests sent with Accept: text/markdown receive a markdown version of the page.

    study: 6.2%
  • llms.txtPassed

    An llms.txt that tells language models what the site offers.

    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 47 of 100 · 97% of checks could run · checked on October 9, 2026 · sentora.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

6 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

  • PassedMarkdown content negotiationstudy: 7.4%
  • Passedllms.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

  • GPTBotallowed
  • ClaudeBotallowed
  • Anthropic-AIallowed
  • Google-Extendedallowed
  • Applebot-Extendedallowed
  • Meta-ExternalAgentallowed
  • FacebookBotallowed
  • Bytespiderallowed
  • CCBotallowed
  • Diffbotallowed
  • Omgilibotallowed

AI search

  • OAI-SearchBotallowed
  • Claude-SearchBotallowed
  • PerplexityBotallowed
  • Applebotallowed
  • Amazonbotallowed
  • YouBotallowed

Answering questions

  • ChatGPT-Userallowed
  • Claude-Userallowed
  • Perplexity-Userallowed
  • DuckAssistBotallowed
  • MistralAI-Userallowed

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 40 of 100 badge for Sentora

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/sentora.com"><img src="https://aeo-audit.rezolve.com/finance/badges/sentora.com.svg" alt="Overall score 40 of 100, Finance AI Visibility Study 2026" width="280" height="64"></a>
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