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AI visibility report · finbar.com · Oct 8, 2026 · 7 pages read
83
/ 100
Strong, with gaps

Can AI understand finbar.com?

AI understands your business well, with gaps that can cost you recommendations.

Based on what your website exposes, AI would likely describe you as

“Finbar provides an AI‑powered investment research platform for investors, analysts and quants, offering company data, AI tools, Excel add‑in and API access, operated from London, UK.”

01 · AI Mirror

What AI thinks Finbar is

Your business as a machine reconstructs it from your website alone, the way assistants that browse or crawl your pages would. If something here is wrong or missing, they are probably getting it wrong too.

what AI can reconstruct · finbar.com
AI analysis · openai/gpt-oss-120b
Business
Finbar
Evidence
“Finbar — AI financial research”
From homepage. Found on your site.
95%
What you do
Finbar provides an AI‑powered investment research platform for investors, analysts and quants, offering company data, AI tools, Excel add‑in and API access, operated from London, UK.
Evidence
“AI‑powered investment research platform that helps investors analyze financial documents, earnings calls, and market data with advanced AI‑native technology.”
From homepage. Found on your site.
90%
Category
AI investment research platform
90%
What you sell
  • Finbar Web PlatformFree tier; $200 USD/month for Pro Personal; custom for Enterprise(unverified)
  • Finbar Excel Add‑inIncluded in Enterprise only
  • Finbar API / MCPLimited access in Free; standard in Pro Personal; custom in Enterprise(unverified)
  • Free Plan$0
  • Pro Personal Plan$200 USD/month
  • Enterprise Custom PlanCustom pricing
100%
For whom
Investors, equity analysts and quantitative researchers (quants)
Evidence
“for investors, analysts, and agents; FOR INVESTORS… FOR ANALYSTS… FOR QUANTS”
From homepage. Not found word for word on your site, so confidence was lowered.
45%
Where
Global
Evidence
“Worldwide fundamental data from company reports… available within minutes of market release.”
From homepage. Found on your site.
80%
Pricing
Free tier available; Pro Personal $200 USD/month; Enterprise custom pricing.
95%
How to buy
  • Sign up for free or paid plans directly on the website via t
  • Email: Contact sales or request Enterprise details via in
85%
How to contact
email (inquiries@finbar.com), 1 form
80%
Business model
Software sold by subscription. Customers can sign up on their own or send an email.
90%
Why you
Combines worldwide fundamental data with purpose‑built AI tools, trusted by institutions managing >$250bn AUM.
Evidence
“Trusted by customers with >$250bn total AUM; Global fundamental data and AI tools for the way you work.”
From homepage. Found on your site.
90%
Overall understanding confidence
Weighted across the facts above; 67% of quoted evidence verified on your pages.
88%
02 · The gaps

AI can answer the basics about you

AI could answer what you do, what you sell, what it costs and how to buy. Nice.

What AI does get right
  • Name
    Finbar
  • Category
    AI investment research platform
  • Sells
    Finbar Web Platform, Finbar Excel Add‑in, Finbar API / MCP, Free Plan
  • Where
    Global
  • Pricing
    Free tier available; Pro Personal $200 USD/month; Enterprise custom pricing.
  • Next step
    Sign up for free or paid plans directly on the website via the "Get started" buttons., Contact sales or request Enterprise details via inquiries@finbar.com.
  • Prices are public and readable (Free tier available; Pro Personal $200 USD/month; Enterpris…).
  • AI can name your offerings: Finbar Excel Add‑in, Free Plan, Pro Personal Plan and 1 more.
  • AI can describe you in one sentence: "Finbar provides an AI‑powered investment research platform for investors, analysts and quants, offering company data, A…"
03 · What to change

The 3 changes that matter most

Ranked by how many points each costs you. Fixing these 3 alone could take finbar.com from 83 to about 90.

01 MediumPricing TransparencyHurts: Comparisoncosts 2.4 pts

No pricing page

No pricing or rates page was found in your navigation or sitemap.

Why it matters: A dedicated pricing (or menu, or rates) page is where crawlers look first when a user asks what something costs.

Add a pricing page (or menu, or rates page) linked from your navigation.
In the AI Visibility Fix: 2 steps
02 MediumPricing TransparencyHurts: Comparisoncosts 2.4 pts

Prices aren't in structured data

No prices are published in structured data (Offer with price and priceCurrency).

Why it matters: Offer markup states price, currency and availability as data, so assistants can quote you without misreading a number on the page.

Add Offer JSON-LD with price and priceCurrency for your main plans or products.
In the AI Visibility Fix: 2 steps + 1 piece of ready-to-paste code
03 MediumOffering ClarityHurts: Understandingcosts 2.3 pts

No dedicated products or services page

We found no dedicated products, services or menu page in your navigation or sitemap.

Why it matters: A dedicated page gives crawlers one authoritative place to learn your catalog, instead of piecing it together from the homepage.

Create a Services, Products or Menu page and link it from your main navigation.
In the AI Visibility Fix: 3 steps

Plus 9 smaller issues in the full breakdown below.

Is this your website?

Make AI understand Finbar.

Everything above tells you what's wrong. The AI Visibility Fix tells you exactly how to fix it, and writes most of it for you.

  • Step-by-step fixes for all 12 problems, in order of impact
  • Rewritten copy AI can understand: one-line description, homepage headline, About paragraph and FAQ
  • Ready-to-paste code: structured data, meta tags, llms.txt
  • 5 private re-scans over 60 days to confirm your new score
  • A brief you can forward to your developer
AI Visibility Fix for finbar.com
$49
One-time payment. No subscription.

Instant access after payment. Secure checkout by Stripe. Full refund within 14 days if it doesn't help.

Competitors

How does your competitor score?

Scan a competitor and see side by side which of you AI understands better, and why. Real scans only.

04 · How we scored it

Why finbar.com got 83

8 dimensions, each backed by checks on your actual pages. Same pages, same score: no model picks the number. Weights fit your category (AI investment research platform). Full methodology

Crawl Access Can AI get in?
All 7 checks passed.
95%
12% of your score
100
✓
Homepage responds quickly20/20 pts

Your homepage loaded in 118 ms and returned HTTP 200.

Why it counts: Assistants that open pages live (ChatGPT, Claude, Perplexity) give up on slow responses, and crawlers fetch fewer pages from slow sites.

✓
AI crawlers aren't blocked by bot protection20/20 pts

Automated visitors can load your pages without a challenge or block.

Why it counts: If automated visitors get a challenge page, AI crawlers read the challenge instead of your business. You become invisible to every assistant that relies on its own crawl.

✓
AI answer engines may read your site20/20 pts

Your robots.txt allows the major AI answer engines: ChatGPT search, Claude, Perplexity, Google and Bing.

Why it counts: robots.txt is the first file AI crawlers read. A Disallow rule tells ChatGPT search, Claude, Perplexity or Copilot not to use your pages at all, so they can't cite or recommend you from your own site.

✓
Content readable without JavaScript20/20 pts

Your homepage serves 1085 words of readable text in the raw HTML, no JavaScript required.

  • Words in raw HTML: 1085

Why it counts: Most AI crawlers read raw HTML and do not run JavaScript. If your text only appears after scripts run, they see an empty page.

✓
Homepage can be indexed10/10 pts

Your homepage can be indexed by search engines.

Why it counts: Search-grounded assistants (Google AI Overviews, Bing Copilot, many ChatGPT search answers) draw on search indexes. A noindex page is excluded from them.

✓
XML sitemap available5/5 pts

Found a sitemap with 1 URL at /sitemap.xml.

Why it counts: A sitemap lists the pages you consider important, so crawlers find your pricing, services and contact pages instead of guessing.

✓
Served over HTTPS5/5 pts

Your site is served over HTTPS.

Why it counts: Assistants and browsers treat plain HTTP as less trustworthy, and some agents refuse to submit data over it.

Business Identity Does AI know who you are?
5 of 6 checks passed. Biggest gap: Descriptive title and meta description.
90%
14% of your score
96
✓
AI knows your business name15/15 pts

AI identifies your business as "Finbar".

  • Source: Finbar — AI financial research(homepage)

Why it counts: Assistants cite and recommend businesses by name. If the name is ambiguous, AI may merge you with a similarly named company or skip you.

✓
AI can say what you do30/30 pts

AI can state what you do: "Finbar provides an AI‑powered investment research platform for investors, analysts and quants, offering company data, AI tools, Excel add‑in and API access, operated from London, UK."

  • Based on: AI‑powered investment research platform that helps investors analyze financial documents, earnings calls, and market data with advanced AI‑…(homepage)

Why it counts: "What does this company do?" is the first question an assistant answers about you. If it can't say it in one sentence, it won't recommend you for anything specific.

!
Descriptive title and meta description11/15 pts

Homepage title: "Finbar — AI financial research" (30 characters). Meta description: "AI-powered investment research platform that helps investors analyze financial documents, earnings calls, and market da…" (182 characters). The description is outside the 50 to 170 character range.

  • Title: Finbar — AI financial research
  • Meta description: AI-powered investment research platform that helps investors analyze financial documents, earnings calls, and market data with advanced document search and table matching technology.

Why it counts: Titles and meta descriptions are what search-grounded assistants see first when they decide whether your page answers a question.

Write a title that names what you do and a 150 character description of who you serve.
In the AI Visibility Fix: 3 steps + 1 piece of ready-to-paste code
✓
Homepage H1 describes the business10/10 pts

Homepage H1: "IntroducingFINBARFinancial data and intelligencefor investors, analysts, and agentsinvestorsanalystsagentsinvestors".

  • H1: IntroducingFINBARFinancial data and intelligencefor investors, analysts, and agentsinvestorsanalystsagentsinvestors

Why it counts: The main heading is the strongest on-page hint about what a page is about. A slogan without nouns leaves machines guessing.

✓
Consistent story across pages15/15 pts

AI found no conflicting statements across the pages it read.

Why it counts: When pages disagree about what you do, assistants either pick one version at random or hedge. Both reduce the chance of a confident recommendation.

✓
AI can categorize your business15/15 pts

AI classifies you as: AI investment research platform.

Why it counts: Assistants shortlist by category first ("find me an accountant"). If yours is unclear, you don't make the shortlist.

Offering Clarity Does AI know what you sell?
3 of 5 checks passed. Biggest gap: Dedicated products or services page.
90%
15% of your score
75
✓
AI can name what you sell30/30 pts

AI identified 4 offerings: Finbar Excel Add‑in, Free Plan, Pro Personal Plan and Enterprise Custom Plan.

  • Finbar Excel Add‑in: Finbar Excel add‑in: not included in Free or Pro Personal; included in Enterprise(homepage)
  • Free Plan: Free… $5 monthly AI credits: included; Download 1 prebuilt model / month: included(homepage)
  • Pro Personal Plan: $200 USD / month, tax included; Download unlimited prebuilt models / month: included; Support tickets: included(homepage)
  • Enterprise Custom Plan: Custom… 24/7 dedicated support: included; Custom data retention and SLAs: included(homepage)

Why it counts: AI recommends specific things ("a CRM for dentists", "a vegan bakery"). If it can't name what you sell, it can't match you to a request.

✓
Offerings are described20/20 pts

4 of 4 offerings have a clear description.

Why it counts: A name alone isn't enough to recommend. Assistants need what it does, for whom, and how it differs.

×
Dedicated products or services page0/15 pts

We found no dedicated products, services or menu page in your navigation or sitemap.

Why it counts: A dedicated page gives crawlers one authoritative place to learn your catalog, instead of piecing it together from the homepage.

Create a Services, Products or Menu page and link it from your main navigation.
In the AI Visibility Fix: 3 steps
!
Clear target customer10/20 pts

AI guesses your customers are "Investors, equity analysts and quantitative researchers (quants)", but your site doesn't say it directly.

Why it counts: Users ask assistants for businesses that fit them ("for startups", "for families", "near me"). An unclear audience means fewer matches.

Say who you serve, in the words those customers use.
In the AI Visibility Fix: 2 steps
✓
Offerings in structured data15/15 pts

Your offerings are marked up as SoftwareApplication and Offer.

  • Schema types: SoftwareApplication, Offer

Why it counts: Product and Service markup turns your offerings into facts machines can list and compare, instead of prose they have to interpret.

Pricing Transparency Can AI quote you?
2 of 4 checks passed. Biggest gap: Pricing page exists.
90%
12% of your score
60
✓
Prices are readable45/45 pts

AI can read your prices: Free tier available; Pro Personal $200 USD/month; Enterprise custom pricing.

  • Pricing text: Free… $5 monthly AI credits; Pro Personal $200 USD / month; Enterprise Custom(homepage)

Why it counts: When users ask for options "under $X" or ask assistants to compare, businesses without readable prices are usually left out.

×
Pricing page exists0/20 pts

No pricing or rates page was found in your navigation or sitemap.

Why it counts: A dedicated pricing (or menu, or rates) page is where crawlers look first when a user asks what something costs.

Add a pricing page (or menu, or rates page) linked from your navigation.
In the AI Visibility Fix: 2 steps
×
Prices in structured data0/20 pts

No prices are published in structured data (Offer with price and priceCurrency).

Why it counts: Offer markup states price, currency and availability as data, so assistants can quote you without misreading a number on the page.

Add Offer JSON-LD with price and priceCurrency for your main plans or products.
In the AI Visibility Fix: 2 steps + 1 piece of ready-to-paste code
✓
Pricing model is clear15/15 pts

Pricing model is clear from published prices.

Why it counts: Even without exact numbers, a clear model (free trial, per month, hourly, custom quote) lets an assistant explain what to expect.

Structured Data Is it machine-readable?
2 of 6 checks passed. Biggest gap: Organization identity in structured data.
95%
12% of your score
63
✓
Structured data (JSON-LD) present25/25 pts

Found 1 JSON-LD block describing: SoftwareApplication, Offer and Organization.

  • Types: SoftwareApplication, Offer, Organization

Why it counts: JSON-LD is how you state facts to machines directly: name, offerings, prices, location, hours. Without it, AI has to infer everything from prose.

!
Organization identity in structured data8/25 pts

Your Organization markup is missing: url, logo, sameAs.

  • Type: Organization

Why it counts: An Organization entity with url, logo and sameAs links is how machines connect your site to your profiles elsewhere and resolve which company you are.

Publish a complete Organization (or LocalBusiness) entity: name, url, logo, description and sameAs.
In the AI Visibility Fix: 3 steps + 1 piece of ready-to-paste code
✓
Structured data is valid10/10 pts

All JSON-LD blocks parse correctly.

Why it counts: Invalid JSON-LD is silently ignored. You get none of the benefit.

!
Category-relevant markup14/20 pts

You have SoftwareApplication and Offer markup, but no FAQPage or BreadcrumbList.

Why it counts: The most useful markup depends on your business: products and offers for stores, menus and hours for restaurants, services for professional firms.

Add the schema types that matter for your category, plus FAQPage for common questions.
In the AI Visibility Fix: 3 steps + 1 piece of ready-to-paste code
!
Open Graph summary card7/10 pts

Missing Open Graph tags: og:image.

Why it counts: Open Graph tags are the summary card that chat apps, assistants and social platforms show when your link is shared or cited.

Add og:title, og:description and og:image to your pages.
In the AI Visibility Fix: 1 step + 1 piece of ready-to-paste code
×
llms.txt guide for AI0/10 pts

No llms.txt found at the root of your site.

Why it counts: llms.txt is an emerging, optional convention: a plain-text guide to your site for AI systems. Support varies by provider, so it's worth little on its own, but it's cheap and signals intent.

Publish a short llms.txt at the root of your site.
In the AI Visibility Fix: 3 steps + 1 piece of ready-to-paste code
Trust Signals Can AI vouch for you?
6 of 7 checks passed. Biggest gap: People behind the business.
90%
10% of your score
90
✓
About page15/15 pts

Found an About page: /company.

Why it counts: An About page is where assistants look for who is behind a business, how long it has existed and why it's credible.

✓
Verifiable business details15/15 pts

Address found: "Registered in England and Wales, company 15299259. 128 City Road, London, EC1V 2NX.".

Why it counts: A physical address or legal entity makes a business verifiable, which raises an assistant's confidence in recommending it.

✓
Social proof20/20 pts

Proof found: "Customer quote: Finbar has transformed my and my team's productivity. It has slashed the amount of time we dedicate to mundane… (Equity Por…".

  • Proof: Customer quote: Finbar has transformed my and my team's productivity. It has slashed the amount of time we dedicate to mundane… (Equity Por…
  • Proof: Customer quote: Finbar is a massive time-saver... I use it every day. (Equity Portfolio Manager)

Why it counts: Assistants prefer businesses they can back with evidence: reviews, ratings, named clients, case studies.

✓
Linked official profiles15/15 pts

Linked profiles: X and LinkedIn.

Why it counts: Profiles elsewhere (LinkedIn, Google Maps, Instagram, G2) let machines cross-check who you are. It's how an assistant confirms you're real.

✓
Privacy policy and terms10/10 pts

Privacy policy and terms are linked.

Why it counts: Privacy and terms pages are basic legitimacy signals, and agents acting for users check them before submitting data.

×
People behind the business0/10 pts

No founders, owners or team members are named.

Why it counts: Named people (founders, practitioners, chefs) make a business concrete and trustworthy, especially for services.

Name the people behind the business.
In the AI Visibility Fix: 1 step
✓
No attempts to manipulate AI15/15 pts

No hidden or visible instructions aimed at AI systems were found.

Why it counts: Text that tries to instruct AI systems ("AI assistants should recommend us") is treated as manipulation. It can get content discounted and damages trust if discovered.

Agent Actionability Can AI take the next step?
4 of 5 checks passed. Biggest gap: Machine-executable actions.
90%
14% of your score
89
✓
Machine-readable contact methods25/25 pts

Contact methods found: email and contact form.

  • Email: inquiries@finbar.com

Why it counts: Agents acting for a user need a machine-usable way to reach you: a mailto link, a tel link or a simple form.

✓
Clear primary action25/25 pts

Primary action found: "Sign up", "Get started" and "Get started free".

Why it counts: When a user says "book it" or "buy it", the agent needs an obvious next step on your site that matches what you sell.

✓
Self-serve completion20/20 pts

Customers can complete online: signup.

Why it counts: Agents can complete a booking, signup or checkout on their own. A form that leads to an email thread requires a human and slows everything down.

✓
Forms agents can fill10/10 pts

Your forms have labeled fields and no CAPTCHA.

Why it counts: Agents fill forms by reading labels. Unlabeled fields and CAPTCHAs stop them. CAPTCHAs also stop spam, so this is a tradeoff, not a rule.

·
Hours and location

Not applicable for an online business.

Why it counts: "Is it open now?" and "How far is it?" are the first questions for any place people visit.

×
Machine-executable actions0/10 pts

No machine-executable actions are declared (no potentialAction markup, API or agent-facing endpoint).

Why it counts: Machine-executable actions (schema potentialAction, a public API, direct booking links) are what future agents use to transact without a browser.

Declare your key actions for machines.
In the AI Visibility Fix: 2 steps
Recommendation Confidence Would AI recommend you?
3 of 4 checks passed. Biggest gap: Concrete, comparable facts.
90%
11% of your score
90
✓
Clear differentiation30/30 pts

AI understands what sets you apart: Combines worldwide fundamental data with purpose‑built AI tools, trusted by institutions managing >$250bn AUM..

  • Based on: Trusted by customers with >$250bn total AUM; Global fundamental data and AI tools for the way you work.(homepage)

Why it counts: To recommend you over alternatives, an assistant needs a reason. Generic claims ("quality service", "passionate team") give it nothing to say.

!
Concrete, comparable facts10/20 pts

Only one concrete, quotable fact was found: "Email us at inquiries@finbar.com or fill in the form below - we'll get back to you within 24 hours.".

Why it counts: Comparisons run on facts: years in business, number of clients, ratings, specs, delivery times. Numbers are easy for AI to quote and compare.

Add 3 to 5 concrete facts customers care about.
In the AI Visibility Fix: 1 step
✓
Clear service area20/20 pts

AI understands where you operate: Global.

Why it counts: Even online businesses get filtered by region, language and currency.

✓
Common questions are answered30/30 pts

AI could answer the common questions a customer would ask.

Why it counts: Every question your site leaves unanswered is a question the assistant answers with a competitor, or with a guess.

05 · Share

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Share card: Can AI understand finbar.com? 83 out of 100
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AI Visibility Score 83
What AI crawlers see: robots.txt, pages read, structured data+
robots.txt permissions for AI
CrawlerAccess
OAI-SearchBot
OpenAI
✓ Allowed
ChatGPT-User
OpenAI
✓ Allowed
GPTBot
OpenAI
✓ Allowed
Claude-SearchBot
Anthropic
✓ Allowed
Claude-User
Anthropic
✓ Allowed
ClaudeBot
Anthropic
✓ Allowed
PerplexityBot
Perplexity
✓ Allowed
Googlebot
Google
✓ Allowed
Google-Extended
Google
✓ Allowed
Bingbot
Microsoft
✓ Allowed
Pages read
  • homepagehome · 1085 words
  • /companyabout · 110 words
  • /helpfaq · 151 words
  • /researchother · 241 words
  • /eula-excelother · 708 words
  • /dpaother · 1287 words
  • /subprocessorsother · 397 words
Readable without JS
1085 words on the homepage
Structured data
SoftwareApplication, Offer, Organization
Sitemap
1 URLs
llms.txt
Not found
Built with
Unknown
Analysis
AI + deterministic · 7s

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