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AI visibility report · contrario.ai · Oct 7, 2026 · 8 pages read
64
/ 100
Partially understood

Can AI understand contrario.ai?

AI knows who you are, but not exactly what you sell.

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

“Contrario is the AI Recruiting Platform powered by expert recruiters. Trusted by companies at every stage for their most critical hires.”

Lite analysis: AI capacity was limited when this ran, so the AI Mirror uses deterministic signals only. The score method is the same.

01 · AI Mirror

What AI thinks Contrario 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 · contrario.ai
Lite analysis · deterministic signals only
Business
Contrario
Evidence
“Page titles: "Contrario | AI Recruiting Platform"”
From homepage. Found on your site.
60%
What you do
Contrario is the AI Recruiting Platform powered by expert recruiters. Trusted by companies at every stage for their most critical hires.
Evidence
“Contrario is the AI Recruiting Platform powered by expert recruiters. Trusted by companies at every stage for their most critical hires.”
From homepage. Found on your site.
75%
Category
Software / SaaS
90%
What you sell
  • Don’t just take our word for it
  • High-quality candidates
  • 80% of candidates interviewed
  • Fast time-to-hire
  • hrs
  • Concierge-level support
100%
For whom
their most critical hires
Evidence
“Contrario is the AI Recruiting Platform powered by expert recruiters. Trusted by companies at every stage for their most critical hires.”
From homepage. Found on your site.
45%
Where
Remote Engineers
Evidence
“Remote Engineers”
Found on your site.
40%
Pricing
Prices found: $5, $15, $2,000
95%
How to buy
  • Demo request: Get a demo
  • Online booking: Book a demo
  • Contact form
  • Email: support@contrario.ai
100%
How to contact
email (support@contrario.ai), 3 forms
80%
Business model
Software product. Customers can request a demo, book online or fill in a contact form.
90%
Why you
to first hire from role posting: 2x
Evidence
“to first hire from role posting: 2x”
Found on your site.
40%
Overall understanding confidence
Weighted across the facts above.
71%
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
  • Category
    Software / SaaS
  • Sells
    Don’t just take our word for it, High-quality candidates, 80% of candidates interviewed, Fast time-to-hire
  • Pricing
    Prices found: $5, $15, $2,000
  • Next step
    Get a demo, Book a demo
  • Prices are public and readable (Prices found: $5, $15, $2,000).
  • AI can name your offerings: Don’t just take our word for it, High-quality candidates, 80% of candidates interviewed and 3 more.
  • AI can describe you in one sentence: "Contrario is the AI Recruiting Platform powered by expert recruiters. Trusted by companies at every stage for their mos…"
03 · What to change

The 3 changes that matter most

Ranked by how many points each costs you. Fixing these 3 alone could take contrario.ai from 64 to about 74.

01 HighStructured DataHurts: Understandingcosts 3.3 pts

No structured data (JSON-LD)

Your site has no structured data at all. AI has to infer every fact about you from prose.

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

Add JSON-LD structured data, starting with your Organization.
In the AI Visibility Fix: 3 steps + 1 piece of ready-to-paste code
02 HighStructured DataHurts: Understandingcosts 3.3 pts

Organization markup is missing or incomplete

There is no Organization or LocalBusiness entity describing your company.

Why it matters: 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
03 HighOffering ClarityHurts: Comparisoncosts 3 pts

Offerings have no descriptions

Only 0 of 6 offerings have a description AI could use.

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

Give each offering a one-sentence description of what it is and who it's for.
In the AI Visibility Fix: 1 step

Plus 16 smaller issues in the full breakdown below.

Is this your website?

Make AI understand Contrario.

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 19 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, with instructions for Framer
  • 5 private re-scans over 60 days to confirm your new score
  • A brief you can forward to your developer
AI Visibility Fix for contrario.ai
$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 contrario.ai got 64

8 dimensions, each backed by checks on your actual pages. Same pages, same score: no model picks the number. Weights fit your category (Software / SaaS). 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 234 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 1620 words of readable text in the raw HTML, no JavaScript required.

  • Words in raw HTML: 1620

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 42 URLs 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?
4 of 5 checks passed. Biggest gap: AI knows your business name.
77%
14% of your score
92
!
AI knows your business name8/15 pts · medium confidence

AI thinks your business is called "Contrario", but had to infer it from Page titles: "Contrario | AI Recruiting Platform".

  • Inferred from: Page titles: "Contrario | AI Recruiting Platform"(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.

Declare your official business name the same way everywhere: page titles, og:site_name and Organization JSON-LD.
In the AI Visibility Fix: 4 steps + 1 piece of ready-to-paste code
✓
AI can say what you do30/30 pts · medium confidence

AI can state what you do: "Contrario is the AI Recruiting Platform powered by expert recruiters. Trusted by companies at every stage for their most critical hires."

  • Based on: Contrario is the AI Recruiting Platform powered by expert recruiters. Trusted by companies at every stage for their most critical hires.(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 description15/15 pts · medium confidence

Homepage title: "Contrario | AI Recruiting Platform" (34 characters). Meta description: "Contrario is the AI Recruiting Platform powered by expert recruiters. Trusted by companies at every stage for their mos…" (136 characters).

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

✓
Homepage H1 describes the business10/10 pts · medium confidence

Homepage H1: "Hire great talent faster".

  • H1: Hire great talent faster

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 pages

Checking consistency needs the AI analysis, which wasn't available for this scan.

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 · medium confidence

AI classifies you as: Software / SaaS.

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?
1 of 5 checks passed. Biggest gap: Offerings are described.
77%
15% of your score
40
✓
AI can name what you sell30/30 pts · medium confidence

AI identified 6 offerings: Don’t just take our word for it, High-quality candidates, 80% of candidates interviewed, Fast time-to-hire, hrs and 1 more.

  • Don’t just take our word for it: Don’t just take our word for it(homepage)
  • High-quality candidates: High-quality candidates(homepage)
  • 80% of candidates interviewed: 80% of candidates interviewed(homepage)
  • Fast time-to-hire: Fast time-to-hire(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 described0/20 pts · medium confidence

Only 0 of 6 offerings have a description AI could use.

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

Give each offering a one-sentence description of what it is and who it's for.
In the AI Visibility Fix: 1 step
×
Dedicated products or services page0/15 pts · medium confidence

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 · medium confidence

AI guesses your customers are "their most critical hires", 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 data0/15 pts · medium confidence

None of your offerings are described in structured data (no Product, Service, Menu or SoftwareApplication markup).

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

Mark up your main offerings with schema.org Product, Service or Menu JSON-LD.
In the AI Visibility Fix: 2 steps + 1 piece of ready-to-paste code
Pricing Transparency Can AI quote you?
2 of 4 checks passed. Biggest gap: Pricing page exists.
77%
12% of your score
60
✓
Prices are readable45/45 pts · medium confidence

AI can read your prices: Prices found: $5, $15, $2,000

  • Pricing text: Growing a sales team from $5M to $15M+ ARR(/customers)

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 · medium confidence

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 · medium confidence

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 · medium confidence

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?
1 of 5 checks passed. Biggest gap: Structured data (JSON-LD) present.
95%
12% of your score
11
×
Structured data (JSON-LD) present0/25 pts

Your site has no structured data at all. AI has to infer every fact about you from prose.

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.

Add JSON-LD structured data, starting with your Organization.
In the AI Visibility Fix: 3 steps + 1 piece of ready-to-paste code
×
Organization identity in structured data0/25 pts

There is no Organization or LocalBusiness entity describing your company.

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 valid

No structured data to validate.

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

×
Category-relevant markup0/20 pts

Your markup doesn't describe the things that matter for a software / saas (for example SoftwareApplication, WebApplication, Product).

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 card10/10 pts

og:title, og:description and og:image are set.

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.

×
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?
4 of 7 checks passed. Biggest gap: About page.
77%
10% of your score
66
×
About page0/15 pts · medium confidence

We found no About page.

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.

Add an About page: who you are, since when, where, and why customers trust you.
In the AI Visibility Fix: 1 step
!
Verifiable business details6/15 pts · medium confidence

No physical address or legal business details were found.

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

Publish your legal business name and at least city and country.
In the AI Visibility Fix: 2 steps
✓
Social proof20/20 pts · medium confidence

Proof found: "Trusted by teams at every stage for their critical hires.".

  • Proof: Trusted by teams at every stage for their critical hires.
  • Proof: Contrario is the AI Recruiting Platform powered by expert recruiters. Trusted by teams at every stage for their critical hires.

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

✓
Linked official profiles15/15 pts · medium confidence

Linked profiles: LinkedIn and X.

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 · medium confidence

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 · medium confidence

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 · medium confidence

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?
2 of 5 checks passed. Biggest gap: Self-serve completion.
77%
14% of your score
70
✓
Machine-readable contact methods25/25 pts · medium confidence

Contact methods found: email and contact form.

  • Email: support@contrario.ai

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 · medium confidence

Primary action found: "Get a demo", "Get a demo" and "Get a demo".

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 completion8/20 pts · medium confidence

Nothing can be completed online: every path ends in a form or a phone call.

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.

Let customers (and their agents) complete the main action online.
In the AI Visibility Fix: 2 steps
!
Forms agents can fill5/10 pts · medium confidence

33 form fields have no label.

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.

Label every form field and consider invisible spam protection.
In the AI Visibility Fix: 3 steps
·
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 · medium confidence

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?
2 of 4 checks passed. Biggest gap: Clear differentiation.
77%
11% of your score
74
!
Clear differentiation14/30 pts · medium confidence

Your differentiation is vague to AI: "to first hire from role posting: 2x".

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

State what makes you different in one concrete sentence.
In the AI Visibility Fix: 3 steps
✓
Concrete, comparable facts20/20 pts · medium confidence

Concrete facts found, for example "250+ companies hire faster, close better candidates, and scale hiring on Contrario.".

  • Fact: 250+ companies hire faster, close better candidates, and scale hiring on Contrario.
  • Fact: Read how 250+ companies hire with Contrario.
  • Fact: 20 days to meet the candidate you hire

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.

!
Clear service area10/20 pts · medium confidence

Your service area is only implied ("Remote Engineers").

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

Say which countries or regions you serve, and in which languages and currencies.
In the AI Visibility Fix: 2 steps
✓
Common questions are answered30/30 pts · medium confidence

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

Show someone what AI thinks

The link opens this report. Anyone who opens it can check their own website.

Share card: Can AI understand contrario.ai? 64 out of 100
Suggested post

AI gave contrario.ai 64/100 for AI visibility. It thinks we're "Contrario is the AI Recruiting Platform powered by expert recruiters. Trusted by companies at every stage f..." What does AI think your business is?

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AI Visibility Score 64
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 · 1620 words
  • /faqsfaq · 417 words
  • /customersproof · 369 words
  • /blogs/case-studies/sphinxproof · 895 words
  • /domainsother · 390 words
  • /book-a-demoother · 358 words
  • /companiesother · 1364 words
  • /recruitersother · 1121 words
Readable without JS
1620 words on the homepage
Structured data
None
Sitemap
42 URLs
llms.txt
Not found
Built with
Framer
Analysis
Deterministic (lite) · 5.3s

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