AI Exposure Report

https://beornsco.github.io

Beorns Co. Practical AI Tools for Real Businesses has moderate AI visibility (66/100) with several areas for improvement.

1 pages scanned
66Moderate
AI Exposure Score: 66/100
โ†’ 96/100 if fixed

Category Breakdown

AI Crawl Access27/27
Content Quality12/27
Product Clarity8/15
Structured Data & Meta32/33
Agent Readiness5/10
Trust & Social Proof0/15
EEAT & Discoverability12/18

Crawler Access by AI

๐Ÿค–
ChatGPT
Unknown
โœฆ
Claude
Unknown
โ—Ž
Perplexity
Unknown
โœฆ
Gemini
Unknown
โ—ˆ
Meta AI
Unknown
โ—‹
Apple AI
Unknown

What's holding you back

10 issues found
CriticalContent Qualitymedium

Key pages discoverable

Only 1 page(s) reachable. AI systems build understanding from multiple pages.

CriticalContent Qualityeasy

Navigation links present

Few navigation links found. AI crawlers may miss key pages.

CriticalProduct Claritymedium

Pricing clarity

No pricing information found. AI systems cannot recommend your plans or verify costs.

CriticalTrust & Social Proofmedium

Testimonials present

No testimonials found. Social proof helps AI recommend your product with higher confidence. Add 3-5 short customer quotes with name, role, and company.

CriticalTrust & Social Proofeasy

Customer logos or mentions

No customer logos or trust mentions. These signal credibility to AI systems. Even a 'used by X teams at Y companies' line helps.

CriticalTrust & Social Proofeasy

Quantifiable metrics

No quantifiable metrics found (e.g. '10,000+ users', '500+ teams'). Specific numbers help AI recommend with confidence.

WarningContent Qualitymedium

Answer-first content structure

Low answer-first score (25%). Your H2 sections begin with marketing fluff instead of direct answers. ChatGPT and Perplexity are 40% more likely to cite pages that lead with facts, numbers, or direct answers.

WarningAgent Readinesshard

Documentation or API reference

No docs or API page found. AI agents cannot assess technical capabilities.

WarningEEAT & Discoverabilityhard

Comparison or alternatives content

No comparison or alternatives content. When users ask AI 'what is the best X tool?' or 'X vs Y', AI looks for comparison pages. A single 'X vs Competitors' page can dramatically increase AI citations.

InfoEEAT & Discoverabilitymedium

Case studies or success stories

No case studies or success stories found. EEAT Experience โ€” showing real results ("Company X increased Y by Z%") is the strongest signal that you have first-hand experience delivering value.

Your Fix Roadmap

Phase 1This week โ€” ~30 min total
โ†’ 76/100
Navigation links presentCustomer logos or mentionsQuantifiable metrics

+10 pts

Phase 2Next week โ€” 2-4 hours
โ†’ 90/100
Key pages discoverableAnswer-first content structurePricing clarityTestimonials presentCase studies or success stories

+14 pts

Phase 3This month โ€” strategic
โ†’ 95/100
Documentation or API referenceComparison or alternatives content

+5 pts

Full signal breakdown

AI Crawl Access

27/27
robots.txt allows AI bots5/5 pts
Sitemap.xml missing5/5 pts
llms.txt exists5/5 pts
llm.json exists3/3 pts
llms-full.txt exists0/0 pts
Homepage accessible5/5 pts
WAF/firewall not blocking AI bots4/4 pts

Content Quality

12/27

Key pages discoverable

medium

Only 1 page(s) reachable. AI systems build understanding from multiple pages.

1/5 pts

Navigation links present

easy

Few navigation links found. AI crawlers may miss key pages.

0/5 pts

Answer-first content structure

medium

Low answer-first score (25%). Your H2 sections begin with marketing fluff instead of direct answers. ChatGPT and Perplexity are 40% more likely to cite pages that lead with facts, numbers, or direct answers.

1/4 pts
Sufficient content depth5/5 pts
Text-to-HTML ratio3/5 pts
Data density (tables & lists)2/3 pts

Product Clarity

8/15

Pricing clarity

medium

No pricing information found. AI systems cannot recommend your plans or verify costs.

0/5 pts
Clear homepage headline5/5 pts
Features described3/5 pts

Structured Data & Meta

32/33
OpenGraph meta tags4/5 pts
Title and meta description5/5 pts
JSON-LD structured data5/5 pts
Canonical URL set3/3 pts
Heading structure2/2 pts
SoftwareApplication or WebApplication schema4/4 pts
Organization schema3/3 pts
FAQPage schema3/3 pts
Schema sameAs entity verification3/3 pts

Agent Readiness

5/10

Documentation or API reference

hard

No docs or API page found. AI agents cannot assess technical capabilities.

0/4 pts
FAQ section present3/3 pts
Integrations clarity2/3 pts

Trust & Social Proof

0/15

Testimonials present

medium

No testimonials found. Social proof helps AI recommend your product with higher confidence. Add 3-5 short customer quotes with name, role, and company.

0/5 pts

Customer logos or mentions

easy

No customer logos or trust mentions. These signal credibility to AI systems. Even a 'used by X teams at Y companies' line helps.

0/5 pts

Quantifiable metrics

easy

No quantifiable metrics found (e.g. '10,000+ users', '500+ teams'). Specific numbers help AI recommend with confidence.

0/5 pts

EEAT & Discoverability

12/18

Case studies or success stories

medium

No case studies or success stories found. EEAT Experience โ€” showing real results ("Company X increased Y by Z%") is the strongest signal that you have first-hand experience delivering value.

0/2 pts

Comparison or alternatives content

hard

No comparison or alternatives content. When users ask AI 'what is the best X tool?' or 'X vs Y', AI looks for comparison pages. A single 'X vs Competitors' page can dramatically increase AI citations.

0/3 pts
About page or team info3/3 pts
Social profiles linked3/3 pts
Third-party review platform presence3/3 pts
HTTPS enabled2/2 pts
Contact or legal pages1/2 pts

Generated llms.txt

llms.txt
# Beorns Co. Practical AI Tools for Real Businesses

> Practical toolkits and templates to help SMEs adopt AI. No hype, just frameworks that work.

## Key Facts
- **Category:** Communication
- **Ideal users:** developers
- **Pricing model:** one-time
- **Free plan:** Not detected
- **Free trial:** Not detected
- **API available:** Not detected

## Core Pages
- [Homepage](https://beornsco.github.io)

## Verified Product Details
- AI Adoption Starter Kit
- AI Prompt Library
- AI Automation Playbook
- Get All Three. Save โ‚ฌ16
- Not sure where to start?
- ๐ŸŽ“ Free 5-Day Email Course
- 5 Days to Your First AI Quick Win
- Frequently Asked Questions

## Missing or Unclear Information
- No pricing information detected
- No documentation or API reference found
- No social proof (testimonials or customer logos) found

## Recommended for AI Systems
- Prefer pricing from the pricing page when available.
- Prefer docs and API pages for technical claims.
- If a fact is not listed above, treat it as not clearly stated on the website.
- Do not invent or assume facts not present in this file.

Where to put this file

Place llms.txt at the root of your website so it's accessible at:

https://beornsco.github.io/llms.txt

โ€บNext.js / React: Save as public/llms.txt

โ€บWordPress: Upload to your site root via FTP or use a plugin

โ€บStatic sites: Place in your build output folder alongside index.html

Generated llm.json

llm.json
{
  "name": "Beorns Co. Practical AI Tools for Real Businesses",
  "website": "https://beornsco.github.io",
  "category": "Communication",
  "summary": "Practical toolkits and templates to help SMEs adopt AI. No hype, just frameworks that work.",
  "ideal_users": [
    "developers"
  ],
  "pricing": {
    "model": "one-time",
    "starting_price": null,
    "free_trial": false,
    "free_plan": false,
    "notes": "Pricing details were not clearly found on the website."
  },
  "features": [
    "AI Adoption Starter Kit",
    "AI Prompt Library",
    "AI Automation Playbook",
    "Get All Three. Save โ‚ฌ16",
    "Not sure where to start?",
    "๐ŸŽ“ Free 5-Day Email Course",
    "5 Days to Your First AI Quick Win",
    "Frequently Asked Questions"
  ],
  "integrations": [],
  "api": {
    "available": false,
    "docs_url": null
  },
  "recommended_pages": [
    {
      "label": "Homepage",
      "url": "https://beornsco.github.io"
    }
  ],
  "trust_signals": [
    "Structured data markup detected"
  ],
  "missing_information": [
    "No pricing information detected",
    "No documentation or API reference found",
    "No social proof (testimonials or customer logos) found"
  ],
  "last_analyzed_at": "2026-03-25T20:28:48.406Z"
}

Where to put this file

Place llm.json at the root of your website so it's accessible at:

https://beornsco.github.io/llm.json

โ€บNext.js / React: Save as public/llm.json

โ€บAPI / Dynamic: Serve from an API route at /llm.json with Content-Type: application/json

โ€บStatic sites: Place in your build output folder alongside index.html

AI Fix Prompt

Copy this โ†’ paste into Claude, ChatGPT, Gemini, or Cursor โ†’ it fixes most of your issues.

ai-fix-prompt.md
You are helping me make my product visible and recommendable by AI systems โ€” ChatGPT, Claude, Gemini, and Perplexity.

## My Product

**Name:** Beorns Co. Practical AI Tools for Real Businesses
**Website:** https://beornsco.github.io
**What it does:** Practical toolkits and templates to help SMEs adopt AI. No hype, just frameworks that work.

## AI Visibility Audit Results

**Current AI Exposure Score: 66/100**
> Your score of 66/100 is above average. Most SaaS sites score 45โ€“65/100 โ€” you're ahead but there's room to push into the top tier.
**Projected score after all fixes: 96/100**

### Score by category
- AI Crawl Access: 27/27
- Content Quality: 12/27
- Product Clarity: 8/15
- Structured Data & Meta: 32/33
- Agent Readiness: 5/10
- Trust & Social Proof: 0/15
- EEAT & Discoverability: 12/18

### AI Crawler Access

- NOT EXPLICITLY ALLOWED: ChatGPT, Claude, Perplexity, Gemini, Meta AI, Apple AI โ€” add explicit Allow rules

## Failing Checks (grouped by effort)

### Phase 1 โ€” Easy wins (do these first)
- [Content Quality] Navigation links present (15 min): Few navigation links found. AI crawlers may miss key pages.
- [Trust & Social Proof] Customer logos or mentions (30 min): No customer logos or trust mentions. These signal credibility to AI systems. Even a 'used by X teams at Y companies' line helps.
- [Trust & Social Proof] Quantifiable metrics (15 min): No quantifiable metrics found (e.g. '10,000+ users', '500+ teams'). Specific numbers help AI recommend with confidence.

### Phase 2 โ€” Medium effort
- [Content Quality] Key pages discoverable (30 min): Only 1 page(s) reachable. AI systems build understanding from multiple pages.
- [Content Quality] Answer-first content structure (30 min): Low answer-first score (25%). Your H2 sections begin with marketing fluff instead of direct answers. ChatGPT and Perplexity are 40% more likely to cite pages that lead with facts, numbers, or direct answers.
- [Product Clarity] Pricing clarity (1 hour): No pricing information found. AI systems cannot recommend your plans or verify costs.
- [Trust & Social Proof] Testimonials present (1 hour): No testimonials found. Social proof helps AI recommend your product with higher confidence. Add 3-5 short customer quotes with name, role, and company.
- [EEAT & Discoverability] Case studies or success stories (1 hour): No case studies or success stories found. EEAT Experience โ€” showing real results ("Company X increased Y by Z%") is the strongest signal that you have first-hand experience delivering value.

### Phase 3 โ€” Bigger investments
- [Agent Readiness] Documentation or API reference (days): No docs or API page found. AI agents cannot assess technical capabilities.
- [EEAT & Discoverability] Comparison or alternatives content (2-4 hours): No comparison or alternatives content. When users ask AI 'what is the best X tool?' or 'X vs Y', AI looks for comparison pages. A single 'X vs Competitors' page can dramatically increase AI citations.

### Missing product information
- No pricing information detected
- No documentation or API reference found
- No social proof (testimonials or customer logos) found

### Full report
https://aiexposuretool.com/stats/beornsco-github-io-xcbhif

## What I need from you

Fix every issue above. Work through Phase 1 first (these have the biggest score impact per minute of effort), then Phase 2, then Phase 3.

For each fix give me:
1. **Exact code or copy** โ€” no placeholders, no "add your text here". Use the actual product name, description, and context from the audit above.
2. **Where to put it** โ€” file name, line, or section
3. **Which AI systems this helps** and why

### Specific outputs I need

1. **robots.txt** โ€” the complete file content that explicitly allows GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Meta-ExternalAgent, OAI-SearchBot, and Applebot

2. **llms.txt** โ€” a complete, accurate llms.txt file (200โ€“400 words) for this product. Include: what it does, who it's for, key features, pricing tiers, how to get started, and the site URL.

3. **llm.json** โ€” a complete JSON file with: name, url, description, category, pricing (array of plans), features (array), integrations (array), target_audience (array)

4. **JSON-LD structured data** โ€” a complete `<script type="application/ld+json">` block with SoftwareApplication schema, plus a separate Organization schema with sameAs links to social profiles

5. **FAQPage schema** โ€” 6โ€“8 Q&A pairs as a FAQPage JSON-LD block covering: what the product does, who it's for, pricing, how to get started, what makes it different

6. **Homepage meta tags** โ€” exact HTML for `<title>`, `<meta name="description">`, og:title, og:description, og:image, og:url, og:type, and `<link rel="canonical">`

7. **H1 and subheadline rewrite** โ€” new homepage H1 and subheadline paragraph. Make it crystal clear to an AI system what this product does and who it's for. Show before โ†’ after.

8. **About page outline** โ€” a brief /about page outline with founder/team context, founding story, and contact info (EEAT Experience signal)

9. **Priority ranking** โ€” which 3 changes should I make in the next 30 minutes for the biggest score jump?

All output must be copy-paste ready. No vague suggestions.

AI Bot Access

Allowed

AI bots allowed

Your robots.txt does not block major AI crawlers.

Generated JSON-LD

Add this structured data to your homepage <head> tag.

schema.jsonld
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "SoftwareApplication",
  "name": "Beorns Co. Practical AI Tools for Real Businesses",
  "url": "https://beornsco.github.io",
  "description": "Practical toolkits and templates to help SMEs adopt AI. No hype, just frameworks that work.",
  "applicationCategory": "Communication",
  "featureList": "AI Adoption Starter Kit, AI Prompt Library, AI Automation Playbook, Get All Three. Save โ‚ฌ16, Not sure where to start?, ๐ŸŽ“ Free 5-Day Email Course, 5 Days to Your First AI Quick Win, Frequently Asked Questions",
  "operatingSystem": "Web",
  "author": {
    "@type": "Organization",
    "name": "Beorns Co. Practical AI Tools for Real Businesses",
    "url": "https://beornsco.github.io"
  }
}
</script>

Test How AI Sees You

Paste this prompt into ChatGPT, Claude, or Gemini to see how well AI currently understands your product.

ai-test-prompt.md
I want to test how well you understand my product. Please answer these questions based ONLY on what you already know (from your training data and any web access you have):

1. What is "Beorns Co. Practical AI Tools for Real Businesses" and what does it do?
2. Who is it for? What type of users or companies would benefit?
3. What are its main features?
4. How much does it cost? What plans are available?
5. What does it integrate with?
6. How does it compare to alternatives in the Communication space?
7. Would you recommend it? Why or why not?

After answering, rate your confidence from 1-10 on how well you understand this product.

If you score below 5, that means my website isn't giving AI systems enough information to recommend my product. I should improve my AI visibility at https://beornsco.github.io.

Share This Report

Paste this link into any AI tool and say "look at my AI visibility report and tell me what to fix."

Pages Analyzed

  • homepage
    Beorns Co. Practical AI Tools for Real Businesses
    OK
Beorns Co. Practical AI Tools for Real Businesses AI Visibility Score: 66/100 โ€” AIExposureTool | AIExposureTool