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AI visibility report · willowvoice.com · Oct 7, 2026 · 8 pages read
68
/ 100
Partially understood

Can AI understand willowvoice.com?

AI understands what you do, but can't easily take the next step with you.

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

“Willow provides AI-powered voice dictation software for professionals to convert speech to text on Mac, Windows, and iPhone.”

01 · AI Mirror

What AI thinks Willow 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 · willowvoice.com
AI analysis · openai/gpt-oss-120b
Business
Willow
Evidence
“Speak naturally, Willow writes it”
From homepage. Found on your site.
95%
What you do
Willow provides AI-powered voice dictation software for professionals to convert speech to text on Mac, Windows, and iPhone.
Evidence
“AI voice dictation that actually works. Speak into any app, and Willow turns it into perfect text — no editing required.”
From homepage. Found on your site.
90%
Category
AI voice dictation software
85%
What you sell
  • BasicFree
  • Pro$15 $12 user/mo
  • Business$35 $28 /mo
  • EnterpriseCustom
100%
For whom
Professionals and teams such as leaders, developers, sales, customer support, lawyers, healthcare workers, students, and enterprises.
Evidence
“Leaders Developers Sales Customer support Lawyers Healthcare Students Enterprise”
From homepage. Found on your site.
90%
Where
Could not determine
0%
Pricing
Partly: Free tier; Pro $12‑$15 per user per month; Business $28‑$35 per user per month; Enterprise custom pricing.
60%
How to buy
  • Online checkout: Download the desktop app for free (Mac/Windows).
  • Online checkout: Download the iPhone app for free from the App Stor
  • Quote request: Contact Sales for Enterprise or custom plans.
100%
How to contact
No email, phone or contact form found
0%
Business model
Software sold by subscription. Customers can buy online or request a quote.
85%
Why you
Claims to be faster (4x), privacy‑focused with zero data retention, and context‑aware AI formatting.
Evidence
“AI voice dictation that actually works. 4x faster writing. Built to keep your voice private”
From homepage. Not found word for word on your site, so confidence was lowered.
43%
Overall understanding confidence
Weighted across the facts above; 78% of quoted evidence verified on your pages.
80%
02 · The gaps

3 things AI couldn't figure out about you

These are questions real customers ask assistants before they buy. Your site doesn't answer them clearly, so AI can't either.

What is the exact cost and billing terms for the Enterprise custom plan?

What this means: Enterprises need to know total cost before committing.

When will the Android app be released?

What this means: Potential mobile users on Android need to know availability.

What specific data does the privacy mode retain, if any?

What this means: Users handling sensitive information require clarity on data handling.

What AI does get right
  • Name
    Willow
  • Category
    AI voice dictation software
  • Sells
    Basic, Pro, Business, Enterprise
  • For
    Professionals and teams such as leaders, developers, sales, customer support, lawyers, healthcare workers, students, and enterprises.
  • Pricing
    Free tier; Pro $12‑$15 per user per month; Business $28‑$35 per user per month; Enterprise custom pricing.
  • Next step
    Download the desktop app for free (Mac/Windows)., Download the iPhone app for free from the App Store.
  • AI can name your offerings: Basic, Pro, Business and 1 more.
  • AI can describe you in one sentence: "Willow provides AI-powered voice dictation software for professionals to convert speech to text on Mac, Windows, and iP…"
  • Clear next step (sign up, start a trial or book a demo).
03 · What to change

The 3 changes that matter most

Ranked by how many points each costs you. Fixing these 3 alone could take willowvoice.com from 68 to about 79.

01 HighAgent ActionabilityHurts: Taking actioncosts 4.4 pts

Few machine-readable contact methods

No email link, phone link or contact form was found.

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

Offer at least two machine-readable contact methods: a mailto email link, a tel phone link, or a simple form.
In the AI Visibility Fix: 3 steps
02 HighAgent ActionabilityHurts: Taking actioncosts 3.5 pts

Nothing can be completed online

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

Why it matters: 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
03 HighStructured DataHurts: Understandingcosts 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

Plus 13 smaller issues in the full breakdown below.

Is this your website?

Make AI understand Willow.

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 16 problems, in order of impact
  • Rewritten copy AI can understand: one-line description, homepage headline, About paragraph and an FAQ for the 3 questions AI couldn't answer
  • 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 willowvoice.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 willowvoice.com got 68

8 dimensions, each backed by checks on your actual pages. Same pages, same score: no model picks the number. Weights fit your category (AI voice dictation software). 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 162 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 2148 words of readable text in the raw HTML, no JavaScript required.

  • Words in raw HTML: 2148

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 489 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?
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 "Willow".

  • Source: Speak naturally, Willow writes it(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: "Willow provides AI-powered voice dictation software for professionals to convert speech to text on Mac, Windows, and iPhone."

  • Based on: AI voice dictation that actually works. Speak into any app, and Willow turns it into perfect text — no editing required.(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: "AI Speech to Text Mac, Windows and iPhone Dictation Software | Willow" (69 characters). Meta description: "Fast, accurate voice dictation for emails, documents, Cursor, note-taking, and messaging. Turn speech to text seamlessl…" (255 characters). The description is outside the 50 to 170 character range.

  • Title: AI Speech to Text Mac, Windows and iPhone Dictation Software | Willow
  • Meta description: Fast, accurate voice dictation for emails, documents, Cursor, note-taking, and messaging. Turn speech to text seamlessly, edit automatically, and stay secure with privacy. Boost productivity with context-aware AI and custom dictionaries. Get Willow Voice!

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: "Speak naturally, Willow writes it".

  • H1: Speak naturally, Willow writes it

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 voice dictation software.

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?
4 of 5 checks passed. Biggest gap: Offerings in structured data.
90%
15% of your score
85
✓
AI can name what you sell30/30 pts

AI identified 4 offerings: Basic, Pro, Business and Enterprise.

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 page15/15 pts

Found a dedicated page: /features/dictation.

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

✓
Clear target customer20/20 pts

AI understands you serve: Professionals and teams such as leaders, developers, sales, customer support, lawyers, healthcare workers, students, an….

  • Based on: Leaders Developers Sales Customer support Lawyers Healthcare Students Enterprise(homepage)

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

×
Offerings in structured data0/15 pts

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?
1 of 4 checks passed. Biggest gap: Prices in structured data.
90%
12% of your score
47
!
Prices are readable27/45 pts

AI found some pricing (Free tier; Pro $12‑$15 per user per month; Business $28‑$35 per user per month; Enterprise custom pricing.), but not a complete picture.

  • Pricing text: Get started for free. Upgrade when it fits. PRO $15 $12 user/mo Business $35 $28 /mo(/pricing)

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

Publish your prices, or at least starting prices, as real text on a pricing page.
In the AI Visibility Fix: 4 steps + 1 piece of ready-to-paste code
✓
Pricing page exists20/20 pts

Found a pricing page: /pricing.

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

×
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 clear0/15 pts

Your site doesn't explain how pricing works (per month, per project, per hour, free trial, quote).

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

State your pricing model in one line.
In the AI Visibility Fix: 1 step
Structured Data Is it machine-readable?
3 of 6 checks passed. Biggest gap: Organization identity in structured data.
95%
12% of your score
45
✓
Structured data (JSON-LD) present25/25 pts

Found 1 JSON-LD block describing: WebSite.

  • Types: WebSite

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 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 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 markup0/20 pts

Your markup doesn't describe the things that matter for a ai voice dictation software (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.
90%
10% of your score
61
×
About page0/15 pts

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

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

Proof found: "Trusted by 150,000+ professionals, including leading teams at".

  • Proof: Trusted by 150,000+ professionals, including leading teams at
  • Proof: Trusted by professionals, including leading teams at

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

×
Linked official profiles0/15 pts

No external profiles (LinkedIn, Google Maps, Instagram, review sites) are linked.

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.

Link your official profiles from your site and list them in sameAs.
In the AI Visibility Fix: 2 steps
✓
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 business10/10 pts

The people behind the business are mentioned ("How Willow Helps Gusto Founder Tomer London Lead 3,000+ Employees with Clarity").

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

✓
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?
2 of 4 checks passed. Biggest gap: Machine-readable contact methods.
90%
14% of your score
44
×
Machine-readable contact methods0/25 pts

No email link, phone link or contact form was found.

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.

Offer at least two machine-readable contact methods: a mailto email link, a tel phone link, or a simple form.
In the AI Visibility Fix: 3 steps
✓
Clear primary action25/25 pts

Primary action found: "Contact Sales", "Contact sales" and "Contact Sales".

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 completion0/20 pts

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 fill

No forms found.

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 actions10/10 pts

You publish developer documentation or an API.

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

Recommendation Confidence Would AI recommend you?
1 of 4 checks passed. Biggest gap: Clear differentiation.
90%
11% of your score
61
!
Clear differentiation14/30 pts

Your differentiation is vague to AI: "Claims to be faster (4x), privacy‑focused with zero data retention, and context‑aware AI formatting.".

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

Concrete facts found, for example "How Willow Helps Gusto Founder Tomer London Lead 3,000+ Employees with Clarity".

  • Fact: How Willow Helps Gusto Founder Tomer London Lead 3,000+ Employees with Clarity
  • Fact: 600+ reviews
  • Fact: Willow is 3x more accurate than built-in dictation, with text appearing in as little as 200ms.

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 area12/20 pts

Your site doesn't say which regions or countries you serve.

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 answered15/30 pts

AI couldn't answer 3 basic questions about you, including: "What is the exact cost and billing terms for the Enterprise custom plan?", "When will the Android app be released?" and "What specific data does the privacy mode retain, if any?".

  • What is the exact cost and billing terms for the Enterprise custom plan?: Enterprises need to know total cost before committing.
  • When will the Android app be released?: Potential mobile users on Android need to know availability.
  • What specific data does the privacy mode retain, if any?: Users handling sensitive information require clarity on data handling.

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

Answer the questions AI couldn't, in an FAQ section with FAQPage markup.
In the AI Visibility Fix: 4 steps + 1 piece of ready-to-paste code
05 · Share

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Share card: Can AI understand willowvoice.com? 68 out of 100
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AI Visibility Score 68
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 · 2148 words
  • /pricingpricing · 1258 words
  • /features/dictationofferings · 1165 words
  • /testimonialsproof · 903 words
  • /features/scribeofferings · 1139 words
  • /case-studyproof · 388 words
  • /developersdocs · 848 words
  • /downloadother · 186 words
Readable without JS
2148 words on the homepage
Structured data
WebSite
Sitemap
489 URLs
llms.txt
Not found
Built with
Framer
Analysis
AI + deterministic · 11.4s

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