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

Named in

9of 60 answers

by 3 of 4 assistants

Statement note

What this means for Ownwell

AI assistants name this fintech infrastructure company in 15% of answers, more often than the typical company in its sector, which is named in 1.7% of answers. It has an overall score of 48 out of 100, ranking 19th of 2,219 companies and 6th in its sector. Its website passes 4 out of 14 technical checks for AI tool readiness.

We asked 15 unbranded questions about its market, so no question mentioned Ownwell by name. AI assistants named it in 9 of the 60 answers. Counting only how often it is named, it ranks 76th of 574 in its sector. The typical financial technology and data company is named in 1.7% of answers.

Overall score
48Overall score
  • Visibility33
  • Citations16
  • Sentiment88
  • Site quality87
  • AI readiness29
Summary of account
Named by AI in
15.0%
9 of 60 answers
Share of mentions
90.0%
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
6 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

Ownwell came up on 6 of 15 questions. Open any window to read that answer.

  1. 01How to lower your property tax bill as a homeowner0/4
  2. 02Property tax reduction options for new homeowners0/4
  3. 03Are property tax appeal services usually contingency-based or do they have upfront costs?0/4
  4. 04Is it worth paying for a property tax reduction service if I’ve never appealed before?0/4
  5. 05Manual ways to contest high property taxes without using a service0/4
  6. 06Difference between do-it-yourself property tax appeals and hiring a tax reduction service0/4
  7. 07Best property tax reduction services for commercial buildings3/4
  8. 08What can you do if your property tax appeal keeps getting denied?0/4
  9. 09Should real estate investors use property tax reduction specialists for multiple properties?0/4
  10. 10Who qualifies for the biggest property tax reductions?1/4
  11. 11Common mistakes to avoid when appealing your property taxes1/4
  12. 12Are local tax experts better than purely online tools for property tax savings?1/4
  13. 13How commercial property owners can save on annual property taxes0/4
  14. 14Alternatives to professional property tax appeal services1/4
  15. 15Average fees for property tax reduction services in the United States2/4
Total namedOpenAI: 0/15Claude: 4/15Perplexity: 1/15Gemini: 4/15All assistants: 9/60
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 Gemini actually said

An answer that names the company

Gemininamed the company

“Common mistakes to avoid when appealing your property taxes”

When appealing your property taxes, avoiding common mistakes can significantly increase your chances of success. Many appeals are denied due to easily avoidable errors [ownwell.com].

Common mistakes to avoid:

Missing Deadlines and Procedural Errors Failing to meet filing deadlines, submitting incomplete paperwork, or not appearing at scheduled hearings are common reasons for an appeal's rejection [ownwell.com, taxfightback.com]. Be sure to understand and adhere to the specific local rules and procedures for your appeal [poconnor.com].

Insufficient or Weak Evidence Simply stati …

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.

Share of mentions

CompanyShare
  1. Ownwell
    90.0%
  2. Texas Protax
    10.0%
  3. KE Andrews
    0.0%
  4. O'Connor & Associates
    0.0%
  5. Property Tax Reduction Consultants (PTRC)
    0.0%
  6. Appeal.tax
    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
    ownwell.com (its own website)
    36
  2. 02
    appealdesk.com
    27
  3. 03
    taxfightback.com
    16
  4. 04
    poconnor.com
    8
  5. 05
    lowproptax.com
    5
  6. 06
    legalclarity.org
    5
  7. 07
    madrasaccountancy.com
    5
  8. 08
    realestateskills.com
    3
  9. 09
    epta.polterlaw.com
    3
  10. 10
    investopedia.com
    3

Ownwell is in the study as a fintech infrastructure company.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

Claude
4/15
Gemini
4/15
Perplexity
1/15
OpenAI
0/15
Market comparisonSection 06

How Ownwell 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
33

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

Citations
16

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

Sentiment
88

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 financial technology and data companies

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

Overall score
48
Ranks 6 of 574. Typical company: 29
Named in answers
15.0%
Ranks 76 of 574. Typical company: 1.7%
AI readiness
29
Ranks 224 of 574. Typical company: 29
Against its categorySection 08

Compared with fintech infrastructure companies

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

Overall score
48
Ranks 4 of 315. Typical company: 28
Named in answers
15.0%
Ranks 28 of 315. Typical company: 1.7%
AI readiness
29
Ranks 117 of 315. 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. Ownwell 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
25 of 100
  • Markdown negotiationNot met

    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 31 of 100 · 97% of checks could run · checked on October 9, 2026 · www.ownwell.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%
  • Not metHTTP Link headers (RFC 8288)study: 42.5%

Content Accessibility

  • Not metMarkdown 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

  • 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 48 of 100 badge for Ownwell

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/ownwell.com"><img src="https://aeo-audit.rezolve.com/finance/badges/ownwell.com.svg" alt="Overall score 48 of 100, Finance AI Visibility Study 2026" width="280" height="64"></a>
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