AI Readiness
Audit Report

1  Executive summary

Findings at a glance

Your three fastest wins

How to read this report

2  What AI can learn about your business Verified findings

This is the business profile an AI assistant could assemble from your website text alone. "Not found in text" means we could not find it in the readable text of the pages we crawled (information shown only inside images or PDFs is invisible to most AI systems).

3  Customer question coverage Verified findings

When parents ask an AI assistant about child care, these are the questions they are likely to ask. For each, we checked whether your website contains a clear answer. 12 answered, 1 partial, 9 missing (score 14.6 of 25).

Question 1 and Question 22 depend partly on information outside your website (rankings and reviews); your site can only show what you are known for and display reviews you choose to publish. "Partial" means related information exists but is vague, brief, or says details are "to be confirmed".

4  Detailed findings by category Verified findings

Every check below was run automatically against your crawled pages. Points show how much of each check's value your site earned.

Can an AI tell what you do, who you serve and why someone should choose you?

Can an AI find your address, phone, hours and the area you serve, and are they consistent?

Does your site state its facts in the machine-readable format (schema.org) that search and AI systems prefer?

Are the technical basics (security, titles, descriptions, headings, sitemap) in place?

Are AI crawlers allowed in, and is your content readable without running scripts?

Other observations

• 4/4 pages have no canonical tag
• 1 of 1 images lack alt text

5  Prioritized action plan Recommended

25 recommended actions, ordered by priority. Each shows the verified finding it responds to, why it matters, and our recommended fix. Effort: S = under an hour, M = a few hours, L = a project.

• 17. Publish pricing or a clear pricing path · effort M
  Show tuition ranges by age group and fees, or a clear quote path with a typical range.
• 18. Make the phone number tap-to-call · effort S
  Wrap the number in a tel: link.
• 19. Link your Google Maps / Business Profile · effort S
  Add a 'Get directions' link to your Google Business Profile.
• 20. Improve weak or duplicate page titles · effort S
  Use unique, descriptive titles; homepage should say what you do and where (see generated titles).
• 21. Publish a sitemap.xml · effort S
  Generate sitemap.xml and submit it in Google Search Console.
• 22. Reference the sitemap in robots.txt · effort S
  Add 'Sitemap: https://yoursite/sitemap.xml' to robots.txt (see generated file).
• 23. Answer on your site: "What does a typical daily schedule look like?" · effort M
  Publish a sample daily schedule by age group (arrival, meals, learning, outdoor play, nap, pick-up).
• 24. Answer on your site: "What are the discipline and behavior guidance policies?" · effort S
  Publish your behavior guidance policy in a few plain sentences.
• 25. Answer on your site: "What do other parents say (reviews/testimonials)?" · effort S
  Add real parent testimonials or a link to your Google reviews, with names or initials and permission.

6  Ready-to-use fixes Draft

A. Structured data (JSON-LD)

Paste into the <head> of your homepage. Built from the facts verified on your site.

⚠ Site shows 2 phone numbers; used the most common ((555) 555-0142). Confirm which is correct.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "ChildCare",
  "name": "Little Lanterns Early Learning",
  "url": "https://www.littlelanterns.example/",
  "description": "Child care and preschool in Sampleton for infants, toddlers and preschoolers. Play-based learning in a calm, light-filled home.",
  "image": "[ADD: URL of logo or building photo]",
  "telephone": "(555) 555-0142",
  "email": "hello@littlelanterns.example",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "100 Example Street",
    "addressLocality": "Sampleton",
    "addressRegion": "ST",
    "postalCode": "00000",
    "addressCountry": "US"
  },
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "07:00",
      "closes": "18:00"
    }
  ],
  "areaServed": "[ADD: neighborhoods served, e.g. Sampleton and nearby areas]",
  "priceRange": "[ADD: e.g. $$ or tuition range]"
}
</script>

B. Page titles and meta descriptions

C. FAQ page: questions to answer in your own words

Once you have written real answers, add FAQPage markup. Skeleton below shows the first three; repeat the pattern for each question:

{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "How much does Little Lanterns Early Learning cost (weekly/monthly tuition, fees, registration)?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "[ADD: your real answer]"
      }
    },
    {
      "@type": "Question",
      "name": "Is Little Lanterns Early Learning licensed or accredited? License number?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "[ADD: your real answer]"
      }
    },
    {
      "@type": "Question",
      "name": "How do I enroll, and is there a waitlist or availability?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "[ADD: your real answer]"
      }
    }
  ]
}

E. robots.txt

User-agent: *
Allow: /

User-agent: GPTBot
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: CCBot
Allow: /

User-agent: Applebot-Extended
Allow: /

Sitemap: https://www.littlelanterns.example/sitemap.xml

F. Local content outline

Suggested page: 'Child Care in Sampleton, ST' (300-500 words)
- Opening paragraph: Little Lanterns Early Learning is a [ADD: license type] child care and preschool in Sampleton, ST, serving children [ADD: ages].
- Where we are: [ADD: street address], near [ADD: 2-3 landmarks or cross streets]; parking and access details.
- Areas we serve: [ADD: neighborhoods/towns customers come from].
- Why local customers choose us: [ADD: 3 concrete facts: credentials, years in business, what is different].
- How to visit: [ADD: tour booking link/phone], hours [ADD: hours].

7  Manual AI spot-check sheet

AISutra does not query AI assistants automatically, because their answers vary by person, place and day. Run these prompts yourself in ChatGPT, Google Gemini and any other assistant your customers use, then record what you see. Repeat after you make the changes in this report.

8  Off-site checklist Not verified by AISutra

AI assistants also draw on information outside your website. We cannot verify these automatically; please check each one.

9  Scope, method and limitations

What the AISutra score measures

The AISutra AI Readiness Score (0 to 100) measures how well a website supports being understood, discovered, cited and recommended by AI assistants and AI-driven search. It is a readiness index built from the 31 checks and 22 customer questions in this report, with the weights below. It is not a ranking and does not predict or guarantee that any AI assistant or search engine will mention, rank or recommend your business.

How the audit was done

• Crawl: AISutra read your public website pages (up to 15), plus robots.txt and sitemap, on October 3, 2026. It identifies itself as AISutraBot and respects robots.txt.
• Scoring is mechanical and repeatable: every point is awarded by fixed rules applied to the text found on your pages. The same website produces the same score, so before-and-after audits are comparable.
• Evidence: every "Answered", "Pass" or "Found" shows text taken from your own pages. If we cannot show evidence, it is marked missing.
• AI assistance: an AI model may write the optional business summary in section 2. It never changes the score.

Limitations

• Information that appears only in images, PDFs, videos or after scripts run may not be visible to AI systems and is reported as "Not found in text". If it is on your site in another form, tell us and we will review it.
• We did not check third-party sites (Google Business Profile, directories, review sites, social media). See the off-site checklist.
• Pages beyond the first 15 found were not reviewed. Pages that need a login cannot be read.
• This audit reports what is publicly visible on your website. Verify all facts and legal or licensing statements before publishing anything we have drafted.
• Results can change as your site, and the AI systems that read it, change.

Pages reviewed (4)

/ · /about · /programs · /contact. robots.txt: not found; sitemap.xml: not found.