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Jack Henry & Associates

jackhenry.com · Finance · JKHY

Ranked 1,111 of 2,047 companies in the study

31Overall score
  • Visibility15
  • Citations1
  • Sentiment50
  • Site quality80
  • AI readiness29
What this means for Jack Henry & Associates

AI assistants name Jack Henry & Associates in 13.3% of answers, which is more often than the typical company in the finance sector at 3.3%. Its overall score is 31 out of 100, ranking 1,111th of 2,047 companies. Its website passes 4 out of 14 technical checks for readiness with AI tools.

We asked 15 unbranded questions about the finance market: none named Jack Henry & Associates. AI assistants named it in 8 of 60 answers (13.3%). The typical finance company is named in 3.3% of answers. By how often it is named, Jack Henry & Associates ranks 44 of 205 in its sector.

Named by AI in
13.3%
8 of 60 answers
Share of mentions
17.0%
compared with 5 rivals
AI readiness
4/14
technical checks passed. Typical for its sector: 3
Rank in its sector
73 of 205
by overall score, where the typical finance company scores 29
How Jack Henry & Associates compares with all 2,047 companies

Every dot is a company in the study. Hover one to see it; click to open its report.

This companySame sectorEvery other companyNever named

What makes up the score

Five parts, each scored out of 100.

Visibility
15

How often AI assistants name the company

Citations
1

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

Sentiment
50

How positively AI describes the company

Site quality
80

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.

Compared with finance

205 companies in this sector. The line on each bar is the typical company.

Overall score31
Ranks 73 of 205. Typical company: 29
Named in answers13%
Ranks 44 of 205. Typical company: 3%
AI readiness29
Ranks 30 of 205. Typical company: 21
What Claude actually said

An answer that names the company

“What are the best banking technology platforms for community banks in the US?”

I'll search for information about the best banking technology platforms specifically designed for community banks in the US.Based on the latest research, here are the best banking technology platforms for community banks in the US:

Digital Banking Platforms

Q2 and Alkami are recommended for community banks and credit unions. More specifically:

Q2: A digital banking system focused on North American community banks and credit unions, known for its retail user experience and best for regional banks and credit unions in the US market. Its strengths include end-user experience, credit u …

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

Also named
Q210Fiserv5
Share of mentions

How the mentions in these answers were split between this company and its rivals

Q2
31.0%
Fiserv
23.8%
FIS (Fidelity National Information Services)
23.8%
Jack Henry & Associates
19.0%
CSI (Computer Services, Inc.)
2.4%
Tyler Technologies (formerly known for their banking division)
0.0%
Which AI assistants named the company

Answers naming it, out of answers received

OpenAI
3/15
Gemini
2/15
Perplexity
2/15
Claude
1/15
Ready for AI agents

What this website publishes for an AI agent to read, use and buy from, 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
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: 92.0%
  • SitemapPassed

    An XML sitemap listing the pages, ideally referenced from robots.txt.

    study: 86.8%
  • Link headersNot met

    Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.

    study: 0.3%
  • DNS for AI DiscoveryNot present

    Advertise agent endpoints with SVCB records under _agents.

    study: 5.5%
Content accessibility
0 of 100
  • Markdown negotiationNot met

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

    study: 1.9%
  • llms.txtNot met

    Publish an llms.txt with a short summary and the key links.

    study: 25.1%
Bot access control
32 of 100
  • AI bot rulesPartly met

    Add explicit robots.txt groups for the main AI crawlers.

    study: 93.4%
  • Content SignalsNot met

    Add a Content-Signal line for search, ai-input and ai-train to robots.txt.

    study: 1.4%
  • Web Bot AuthNot present

    Only relevant if you run your own agents or crawlers: publish a signing key directory.

    study: 0.2%
APIs, auth and MCP
0 of 100
  • API CatalogNot met

    List public APIs in a linkset at /.well-known/api-catalog.

    study: 0.3%
  • OAuth discoveryNot met

    Publish OpenID Connect or OAuth server metadata under /.well-known.

    study: 11.8%
  • OAuth Protected ResourceNot met

    Serve protected resource metadata at /.well-known/oauth-protected-resource.

    study: 10.3%
  • auth.mdNot met

    Publish an auth.md describing how agents sign in.

    study: 0.0%
  • MCP Server CardNot met

    Offer an MCP server and publish its server card under /.well-known.

    study: 0.2%
  • A2A Agent CardNot met

    Publish an agent card at /.well-known/agent-card.json.

    study: 0.1%
  • Agent SkillsNot met

    Publish a skills index with the main tasks agents can do.

    study: 0.2%
  • WebMCPNot met

    Register key actions such as search or cart as WebMCP tools.

    study: 33.7%
  • ARD manifestNot met

    Publish an ai-catalog.json listing every agent interface.

    study: 0.1%

Score 24 of 100 · 100% of checks could run · checked on October 4, 2026 · www.jackhenry.com · 2,047 companies scanned

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

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: 85.0%
  • PassedXML sitemapstudy: 73.2%
  • PassedHTTP Link headers (RFC 8288)study: 29.0%
Content Accessibility
  • Not metMarkdown content negotiationstudy: 8.3%
  • Not metllms.txt publishedstudy: 21.7%
  • PassedToken budget (page weight)study: 95.2%
Bot Access Control
  • Not metExplicit AI bot rulesstudy: 13.0%
API / Auth / MCP
  • Not metAPI Catalog (.well-known/api-catalog)study: 0.2%
  • Not metOAuth Authorization Server discoverystudy: 10.1%
  • Not metOAuth Protected Resource discoverystudy: 9.3%
  • Not metMCP Server Cardstudy: 0.0%
  • Not metA2A Agent Cardstudy: 0.0%
  • Not metWebMCP toolsstudy: 4.2%
  • Not metAgent Skills declaredstudy: 0.0%
What AI crawlers may read (robots.txt)

This website sets no rules for any AI crawler by name, like 84% 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.

Websites the AI used as sources

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

backbase.com
22
fisglobal.com
20
businesswire.com
20
sdk.finance
19
finantrix.com
17
creatio.com
14
fiserv.com
14
gartner.com
13
csiweb.com
12
dashdevs.com
11

In the study as S&P 500.

Every question, and where the company came up (3 of 15)
QuestionOpenAIClaudePerplexityGemini
  • What should regional credit unions consider before upgrading to a new digital banking provider?
  • Best open source banking technology options for community financial institutions
  • What are the best banking technology platforms for community banks in the US?
  • Common issues when integrating mobile banking features with existing core systems
  • Alternatives to traditional core banking platforms for credit unions seeking digital-first solutions
  • What features should a modern banking technology platform offer to regional banks?
  • Differences between all-in-one banking software and specialized fintech integrations for mid-size banks
  • Examples of digital solutions supporting small-business account services at regional banks
  • How to resolve data migration problems during a banking platform transition
  • Typical pricing models for US banking technology platforms serving mid-sized financial institutions
  • Are cloud-based banking platforms worth the investment for community financial institutions?
  • Top digital banking solutions for credit unions looking to modernize their services
  • Core banking platforms vs digital transformation suites for regional financial institutions
  • How does the cost of digital banking software compare to legacy core banking systems?
  • How can community banks use open APIs to improve digital customer experiences?
named the companyanswered without naming itdid not answer

Columns, left to right: OpenAI, Claude, Perplexity, Gemini. The AI assistants often disagree. Across the study, on 40% of the questions where a company is named, only one of the four names it.

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Overall score 31 of 100 badge for Jack Henry & Associates

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