You're looking at piggyrobotics.com's AI visibility report. What does AI think your business is?

AI visibility report · piggyrobotics.com · Oct 7, 2026 · 1 page read

/ 100

Nearly invisible to AI

Can AI understand piggyrobotics.com?

Most AI crawlers can't see your website's content.

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

“Building humanoid robots for the home. Contact us at founders@piggyrobotics.com”

Score capped at 35. Most of your content only appears after JavaScript runs, which most AI crawlers skip. Without it you'd score 24.

See what AI thinks you are Compare a competitor Share

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

When someone asks AI for a business like yours

You're most likely to lose them at: Understand you

01Find you75
Find you
Can AI crawlers reach and read your pages?
02Understand you31
Understand you
Can AI say who you are and what you do?
03Compare you6
Compare you
Can AI tell what you sell and what it costs?
04Recommend you12
Recommend you
Does AI have concrete reasons to pick you?
05Send customers16
Send customers
Can AI point someone to buy, book or contact you?

01 · AI Mirror

What AI thinks Piggy Robotics 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 · piggyrobotics.com

Lite analysis · deterministic signals only

Business

Piggy Robotics

Evidence

“Page titles: "Piggy Robotics | Humanoid Robots for the Home"”

From homepage. Found on your site.

60%

What you do

Building humanoid robots for the home. Contact us at founders@piggyrobotics.com

Evidence

“Building humanoid robots for the home. Contact us at founders@piggyrobotics.com”

From homepage. Found on your site.

60%

5 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 do you sell?

What this means: Assistants recommend specific products and services. One they can't name, they can't recommend.

How much does it cost?

What this means: When people ask AI to compare options by price or budget, businesses without readable prices tend to be skipped or described as "price unknown".

Why choose you over alternatives?

What this means: When AI compares options it repeats concrete reasons. Without one, it has nothing to say about you.

Where do you operate or deliver?

What this means: Location filters are one of the first things AI applies.

What exactly do you sell?

What this means: AI can't recommend what it can't name.

What AI does get right

Next step
founders@piggyrobotics.com
Your homepage responds in 219 ms.
No bot wall: automated visitors can load your pages.
All AI answer engines are allowed to read your site.

03 · What to change

The 5 changes that matter most

Ranked by how many points each costs you. Fixing these 5 alone could take piggyrobotics.com from 24 to about 43.

01 CriticalCrawl AccessHurts: Discoverycosts 2.4 pts

Content is invisible without JavaScript

Your homepage's raw HTML contains only 11 words of text. The page is assembled by Next.js in the browser, so crawlers that don't run JavaScript see an almost empty page.

Words in raw HTML: 11
Rendering: Next.js

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

Serve your key content in the initial HTML (server-side rendering or prerendering).

In the AI Visibility Fix: 4 steps

02 HighOffering ClarityHurts: Recommendationcosts 4.5 pts

AI can't name what you sell

AI could not identify any specific product or service you sell.

Why it matters: 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.

Name each product or service explicitly, one heading each, on a page linked from your navigation.

In the AI Visibility Fix: 3 steps

03 HighPricing TransparencyHurts: Comparisoncosts 4.1 pts

AI can't find your prices

AI could not find any pricing information on the pages it read.

Why it matters: 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

04 HighAgent ActionabilityHurts: Taking actioncosts 4.1 pts

No clear primary action

We found no clear call to action (buy, book or get in touch).

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

Make the main next step for a general business obvious: buy, book or get in touch.

In the AI Visibility Fix: 3 steps

05 HighStructured DataHurts: Understandingcosts 3.6 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

Plus 29 smaller issues in the full breakdown below.

Is this your website?

Make AI understand Piggy Robotics.

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 34 problems, in order of impact
Rewritten copy AI can understand: one-line description, homepage headline, About paragraph and an FAQ for the 5 questions AI couldn't answer
Ready-to-paste code: structured data, meta tags, llms.txt, with instructions for Next.js
5 private re-scans over 60 days to confirm your new score
A brief you can forward to your developer

AI Visibility Fix for piggyrobotics.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 piggyrobotics.com got 24

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

Crawl Access Can AI get in?

5 of 7 checks passed. Biggest gap: Content readable without JavaScript.

95%

12% of your score

✓

Homepage responds quickly20/20 pts

Your homepage loaded in 219 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

No robots.txt restrictions apply (the file is missing or empty), so all AI crawlers are allowed by default.

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 JavaScript0/20 pts

Your homepage's raw HTML contains only 11 words of text. The page is assembled by Next.js in the browser, so crawlers that don't run JavaScript see an almost empty page.

Words in raw HTML: 11
Rendering: Next.js

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.

Serve your key content in the initial HTML (server-side rendering or prerendering).

In the AI Visibility Fix: 4 steps

✓

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 available0/5 pts

We couldn't find an XML sitemap at /sitemap.xml or referenced in robots.txt.

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

Publish an XML sitemap and reference it in robots.txt.

In the AI Visibility Fix: 3 steps

✓

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?

1 of 5 checks passed. Biggest gap: AI can say what you do.

53%

16% of your score

AI knows your business name8/15 pts · low confidence

AI thinks your business is called "Piggy Robotics", but had to infer it from Page titles: "Piggy Robotics | Humanoid Robots for the Home".

Inferred from: Page titles: "Piggy Robotics | Humanoid Robots for the Home"(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 do15/30 pts · low confidence

AI has a rough idea of what you do ("Building humanoid robots for the home. Contact us at founders@piggyrobotics.com"), but your site never states it plainly in one place.

Closest statement found: Building humanoid robots for the home. Contact us at founders@piggyrobotics.com(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.

Add one plain sentence near the top of your homepage saying what you do, for whom and where.

In the AI Visibility Fix: 4 steps

✓

Descriptive title and meta description15/15 pts · low confidence

Homepage title: "Piggy Robotics | Humanoid Robots for the Home" (45 characters). Meta description: "Building humanoid robots for the home. Contact us at founders@piggyrobotics.com" (79 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 business4/10 pts · low confidence

Your homepage H1 is "piggy robotics", which doesn't say what you do.

H1: piggy robotics

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.

Make your homepage H1 say what you do in plain words.

In the AI Visibility Fix: 3 steps

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 business2/15 pts · low confidence

AI can't tell what kind of business this is.

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

Name your category in plain words and declare it in structured data.

In the AI Visibility Fix: 2 steps + 1 piece of ready-to-paste code

Offering Clarity Does AI know what you sell?

0 of 5 checks passed. Biggest gap: AI can name what you sell.

53%

15% of your score

AI can name what you sell0/30 pts · low confidence

AI could not identify any specific product or service you sell.

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.

Name each product or service explicitly, one heading each, on a page linked from your navigation.

In the AI Visibility Fix: 3 steps

Offerings are described0/20 pts · low confidence

There are no identifiable offerings to describe.

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 · low 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 · low confidence

AI guesses your customers are "the home", 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 · low 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?

0 of 4 checks passed. Biggest gap: Prices are readable.

53%

9% of your score

Prices are readable0/45 pts · low confidence

AI could not find any pricing information on the pages it read.

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 exists0/20 pts · low 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 · low 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 clear0/15 pts · low confidence

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?

0 of 5 checks passed. Biggest gap: Structured data (JSON-LD) present.

95%

13% of your score

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 general business (for example Product, Service, LocalBusiness).

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?

1 of 7 checks passed. Biggest gap: Social proof.

53%

11% of your score

About page0/15 pts · low 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 · low 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 proof0/20 pts · low confidence

No testimonials, reviews, ratings or case studies were found.

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

Show proof as text: testimonials with names, ratings, client logos with names, case studies with numbers.

In the AI Visibility Fix: 3 steps

Linked official profiles0/15 pts · low confidence

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

Missing: privacy policy and terms.

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

Publish and link a privacy policy and terms.

In the AI Visibility Fix: 1 step

People behind the business0/10 pts · low 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 · low 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?

0 of 4 checks passed. Biggest gap: Clear primary action.

53%

13% of your score

Machine-readable contact methods13/25 pts · low confidence

Only one contact method is machine-readable (email).

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 action0/25 pts · low confidence

We found no clear call to action (buy, book or get in touch).

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.

Make the main next step for a general business obvious: buy, book or get in touch.

In the AI Visibility Fix: 3 steps

Self-serve completion0/20 pts · low 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 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 actions0/10 pts · low 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?

0 of 4 checks passed. Biggest gap: Clear differentiation.

53%

11% of your score

Clear differentiation0/30 pts · low confidence

AI can't identify what makes you different from alternatives.

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 facts0/20 pts · low confidence

No concrete, quotable facts (years, clients, ratings, results) were found.

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 area0/20 pts · low confidence

AI can't tell where you operate.

Why it counts: Location is one of the first filters an assistant applies. If it can't tell where you operate, it won't suggest you.

State your service area explicitly: city, neighborhoods or regions.

In the AI Visibility Fix: 2 steps

Common questions are answered3/30 pts · low confidence

AI couldn't answer 4 basic questions about you, including: "How much does it cost?", "Where do you operate or deliver?" and "Why choose you over alternatives?".

How much does it cost?: Assistants comparing options skip businesses they can't price.
Where do you operate or deliver?: Location filters are one of the first things AI applies.
Why choose you over alternatives?: Recommendations need a reason to pick you.
What exactly do you sell?: AI can't recommend what it can't name.

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: 5 steps + 1 piece of ready-to-paste code

What AI crawlers see: robots.txt, pages read, structured data+

robots.txt permissions for AI

Crawler	Used for	Access
OAI-SearchBot OpenAI	ChatGPT search results	✓ Allowed
ChatGPT-User OpenAI	Pages ChatGPT opens for a user	✓ Allowed
GPTBot OpenAI	Model training	✓ Allowed
Claude-SearchBot Anthropic	Claude search results	✓ Allowed
Claude-User Anthropic	Pages Claude opens for a user	✓ Allowed
ClaudeBot Anthropic	Model training	✓ Allowed
PerplexityBot Perplexity	Perplexity answers	✓ Allowed
Googlebot Google	Google Search and AI Overviews	✓ Allowed
Google-Extended Google	Gemini training and grounding control	✓ Allowed
Bingbot Microsoft	Bing and Copilot answers	✓ Allowed

Pages read

homepagehome · 11 words

Readable without JS

11 words on the homepage

Structured data

None

Sitemap

Not found

llms.txt

Not found

Built with

Next.js

Analysis

Deterministic (lite) · 2s

We read public pages only. This report is shareable by link. Remove a website from public reports.

What does AI think your business is?

Paste your website. Free, no signup, about 30 seconds.

Can AI understand piggyrobotics.com?

What AI thinks Piggy Robotics is

5 things AI couldn't figure out about you

The 5 changes that matter most

Content is invisible without JavaScript

AI can't name what you sell

AI can't find your prices

No clear primary action

No structured data (JSON-LD)

Make AI understand Piggy Robotics.

How does your competitor score?

Why piggyrobotics.com got 24

Show someone what AI thinks

What does AI think your business is?