https://kuberns.com
Kuberns: Your AI has moderate AI visibility (67/100) with several areas for improvement.
Category Breakdown
- AI Crawl Access15/27
- Content Quality11/27
- Product Clarity9/15
- Structured Data & Meta26/33
- Agent Readiness9/10
- Trust & Social Proof15/15
- EEAT & Discoverability12/18
How AI Can Read This Site
Crawler Access
Discovery Files
All major AI crawlers can access this site. 4 pages scanned, 3 accessible.
What's holding you back
12 issues foundllms.txt exists
No llms.txt found. This file tells AI systems exactly what your product is. We generated one for you below.
Text-to-HTML ratio
Low text-to-HTML ratio (2%). Your site may rely heavily on JavaScript rendering. AI crawlers often get empty content from JS-heavy sites.
Navigation links present
Few navigation links found. AI crawlers may miss key pages.
Features described
Features not clearly described. AI cannot list what your product does.
WAF/firewall not blocking AI bots
Your firewall/WAF is blocking these AI bots: GPTBot, ClaudeBot, PerplexityBot. Even though robots.txt may allow them, your server returns 403/captcha to these crawlers. They cannot index your content.
Answer-first content structure
Low answer-first score (0%). 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.
SoftwareApplication or WebApplication schema
No SoftwareApplication schema found. Without this, AI systems may describe your product as a generic 'website' instead of categorizing it as a software tool.
llm.json exists
No llm.json found. This machine-readable JSON file lets AI agents programmatically access your product name, features, pricing, and integrations. We generated one for you below.
FAQPage schema
No FAQPage schema. AI systems use FAQ schema to answer user questions about your product verbatim — it's one of the highest-citation content types.
Third-party review platform presence
No review platform links found (G2, Capterra, ProductHunt, Trustpilot). EEAT Authoritativeness — AI systems check external sources to validate products. Being listed on even one major platform significantly increases recommendation confidence.
Case studies or success stories
No case studies or success stories found. EEAT Experience — showing real results ("Company X increased Y by Z%") is the strongest signal that you have first-hand experience delivering value.
llms-full.txt exists
No llms-full.txt found. This is the expanded version of llms.txt — a single Markdown file containing your full product documentation, feature details, use cases, and pricing. Long-context models like Gemini 1.5 Pro prefer this over crawling individual pages.
Your Fix Roadmap
+14 pts
+16 pts
Full signal breakdown
AI Crawl Access
llms.txt exists
easyNo llms.txt found. This file tells AI systems exactly what your product is. We generated one for you below.
llm.json exists
easyNo llm.json found. This machine-readable JSON file lets AI agents programmatically access your product name, features, pricing, and integrations. We generated one for you below.
llms-full.txt exists
easyNo llms-full.txt found. This is the expanded version of llms.txt — a single Markdown file containing your full product documentation, feature details, use cases, and pricing. Long-context models like Gemini 1.5 Pro prefer this over crawling individual pages.
WAF/firewall not blocking AI bots
mediumYour firewall/WAF is blocking these AI bots: GPTBot, ClaudeBot, PerplexityBot. Even though robots.txt may allow them, your server returns 403/captcha to these crawlers. They cannot index your content.
Content Quality
Text-to-HTML ratio
mediumLow text-to-HTML ratio (2%). Your site may rely heavily on JavaScript rendering. AI crawlers often get empty content from JS-heavy sites.
Navigation links present
easyFew navigation links found. AI crawlers may miss key pages.
Answer-first content structure
mediumLow answer-first score (0%). 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
Features described
mediumFeatures not clearly described. AI cannot list what your product does.
Structured Data & Meta
SoftwareApplication or WebApplication schema
easyNo SoftwareApplication schema found. Without this, AI systems may describe your product as a generic 'website' instead of categorizing it as a software tool.
FAQPage schema
easyNo FAQPage schema. AI systems use FAQ schema to answer user questions about your product verbatim — it's one of the highest-citation content types.
Agent Readiness
Trust & Social Proof
EEAT & Discoverability
Case studies or success stories
mediumNo case studies or success stories found. EEAT Experience — showing real results ("Company X increased Y by Z%") is the strongest signal that you have first-hand experience delivering value.
Third-party review platform presence
mediumNo review platform links found (G2, Capterra, ProductHunt, Trustpilot). EEAT Authoritativeness — AI systems check external sources to validate products. Being listed on even one major platform significantly increases recommendation confidence.
Generated llms.txt
# Kuberns: Your AI > Kuberns is an AI-powered cloud Platform as a Service (PaaS) that simplifies cloud deployment, scaling, and management for seamless DevOps automation. ## Key Facts - **Category:** Developer Tools - **Ideal users:** developers, founders, marketers, enterprise teams - **Pricing model:** subscription - **Starting price:** $7 - **Free plan:** Not detected - **Free trial:** Yes - **API available:** Yes - **Integrations:** github, aws, vercel, docker ## Core Pages - [Homepage](https://kuberns.com) - [About](https://kuberns.com/about) - [Api](https://kuberns.com/services/fastapi) ## Verified Product Details - Why Choose Kuberns for Your Cloud Deployment? - The Problem: Manual Deployments Cause Delays and Costs - Here is our AI-Powered Solution - What We Believe - Our Values - Integrity - Innovation - Customer Focus - Get Started with Kuberns in 3 Simple Steps - Deploy FastAPI apps with Kuberns AI ## 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://kuberns.com/llms.txt›Next.js / React: Save as public/llms.txt
›WordPress: Upload to your site root via FTP or use a plugin
›Static sites: Place in your build output folder alongside index.html
Generated llm.json
{
"name": "Kuberns: Your AI",
"website": "https://kuberns.com",
"category": "Developer Tools",
"summary": "Kuberns is an AI-powered cloud Platform as a Service (PaaS) that simplifies cloud deployment, scaling, and management for seamless DevOps automation.",
"ideal_users": [
"developers",
"founders",
"marketers",
"enterprise teams"
],
"pricing": {
"model": "subscription",
"starting_price": "$7",
"free_trial": true,
"free_plan": false,
"notes": "Pricing details were not clearly found on the website."
},
"features": [
"Why Choose Kuberns for Your Cloud Deployment?",
"The Problem: Manual Deployments Cause Delays and Costs",
"Here is our AI-Powered Solution",
"What We Believe",
"Our Values",
"Integrity",
"Innovation",
"Customer Focus",
"Get Started with Kuberns in 3 Simple Steps",
"Deploy FastAPI apps with Kuberns AI"
],
"integrations": [
"github",
"aws",
"vercel",
"docker"
],
"api": {
"available": true,
"docs_url": "https://kuberns.com/services/fastapi"
},
"recommended_pages": [
{
"label": "Homepage",
"url": "https://kuberns.com"
},
{
"label": "About",
"url": "https://kuberns.com/about"
},
{
"label": "Api",
"url": "https://kuberns.com/services/fastapi"
}
],
"trust_signals": [
"Customer testimonials present",
"Customer logos or trust badges present",
"Structured data markup detected"
],
"missing_information": [],
"last_analyzed_at": "2026-04-30T16:50:29.613Z"
}Where to put this file
Place llm.json at the root of your website so it's accessible at:
https://kuberns.com/llm.json›Next.js / React: Save as public/llm.json
›API / Dynamic: Serve from an API route at /llm.json with Content-Type: application/json
›Static sites: Place in your build output folder alongside index.html
AI Fix Prompt
Copy this → paste into Claude, ChatGPT, Gemini, or Cursor → it fixes most of your issues.
You are helping me make my product visible and recommendable by AI systems — ChatGPT, Claude, Gemini, and Perplexity.
## My Product
**Name:** Kuberns: Your AI
**Website:** https://kuberns.com
**What it does:** Kuberns is an AI-powered cloud Platform as a Service (PaaS) that simplifies cloud deployment, scaling, and management for seamless DevOps automation.
## AI Visibility Audit Results
**Current AI Exposure Score: 67/100**
> Your score of 67/100 is above average. Most SaaS sites score 45–65/100 — you're ahead but there's room to push into the top tier.
**Projected score after all fixes: 97/100**
### Score by category
- AI Crawl Access: 15/27
- Content Quality: 11/27
- Product Clarity: 9/15
- Structured Data & Meta: 26/33
- Agent Readiness: 9/10
- Trust & Social Proof: 15/15
- EEAT & Discoverability: 12/18
### AI Crawler Access
- NOT EXPLICITLY ALLOWED: ChatGPT, Claude, Perplexity, Gemini, Meta AI, Apple AI — add explicit Allow rules
## Failing Checks (grouped by effort)
### Phase 1 — Easy wins (do these first)
- [AI Crawl Access] llms.txt exists (5 min): No llms.txt found. This file tells AI systems exactly what your product is. We generated one for you below.
- [AI Crawl Access] llm.json exists (5 min): No llm.json found. This machine-readable JSON file lets AI agents programmatically access your product name, features, pricing, and integrations. We generated one for you below.
- [AI Crawl Access] llms-full.txt exists (30 min): No llms-full.txt found. This is the expanded version of llms.txt — a single Markdown file containing your full product documentation, feature details, use cases, and pricing. Long-context models like Gemini 1.5 Pro prefer this over crawling individual pages.
- [Content Quality] Navigation links present (15 min): Few navigation links found. AI crawlers may miss key pages.
- [Structured Data & Meta] SoftwareApplication or WebApplication schema (5 min): No SoftwareApplication schema found. Without this, AI systems may describe your product as a generic 'website' instead of categorizing it as a software tool.
- [Structured Data & Meta] FAQPage schema (10 min): No FAQPage schema. AI systems use FAQ schema to answer user questions about your product verbatim — it's one of the highest-citation content types.
### Phase 2 — Medium effort
- [AI Crawl Access] WAF/firewall not blocking AI bots (15 min): Your firewall/WAF is blocking these AI bots: GPTBot, ClaudeBot, PerplexityBot. Even though robots.txt may allow them, your server returns 403/captcha to these crawlers. They cannot index your content.
- [Content Quality] Text-to-HTML ratio (1 hour): Low text-to-HTML ratio (2%). Your site may rely heavily on JavaScript rendering. AI crawlers often get empty content from JS-heavy sites.
- [Content Quality] Answer-first content structure (30 min): Low answer-first score (0%). 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] Features described (45 min): Features not clearly described. AI cannot list what your product does.
- [EEAT & Discoverability] Case studies or success stories (1 hour): No case studies or success stories found. EEAT Experience — showing real results ("Company X increased Y by Z%") is the strongest signal that you have first-hand experience delivering value.
- [EEAT & Discoverability] Third-party review platform presence (2 hours): No review platform links found (G2, Capterra, ProductHunt, Trustpilot). EEAT Authoritativeness — AI systems check external sources to validate products. Being listed on even one major platform significantly increases recommendation confidence.
### Full report
https://www.aiexposuretool.com/stats/kuberns-com-af5s6n
## 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** — no placeholders, no "add your text here". Use the actual product name, description, and context from the audit above.
2. **Where to put it** — file name, line, or section
3. **Which AI systems this helps** and why
### Specific outputs I need
1. **robots.txt** — the complete file content that explicitly allows GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Meta-ExternalAgent, OAI-SearchBot, and Applebot
2. **llms.txt** — a complete, accurate llms.txt file (200–400 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** — 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** — 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** — 6–8 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** — 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** — 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 → after.
8. **About page outline** — a brief /about page outline with founder/team context, founding story, and contact info (EEAT Experience signal)
9. **Priority ranking** — 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
AI bots allowed
Your robots.txt does not block major AI crawlers.
Generated JSON-LD
Add this structured data to your homepage <head> tag.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "SoftwareApplication",
"name": "Kuberns: Your AI",
"url": "https://kuberns.com",
"description": "Kuberns is an AI-powered cloud Platform as a Service (PaaS) that simplifies cloud deployment, scaling, and management for seamless DevOps automation.",
"applicationCategory": "Developer Tools",
"offers": {
"@type": "Offer",
"price": "7",
"priceCurrency": "USD",
"priceSpecification": {
"@type": "UnitPriceSpecification",
"price": "7",
"priceCurrency": "USD",
"unitText": "MONTH"
}
},
"featureList": "Why Choose Kuberns for Your Cloud Deployment?, The Problem: Manual Deployments Cause Delays and Costs, Here is our AI-Powered Solution, What We Believe, Our Values, Integrity, Innovation, Customer Focus, Get Started with Kuberns in 3 Simple Steps, Deploy FastAPI apps with Kuberns AI",
"operatingSystem": "Web",
"author": {
"@type": "Organization",
"name": "Kuberns: Your AI",
"url": "https://kuberns.com"
}
}
</script>Test How AI Sees You
Paste this prompt into ChatGPT, Claude, or Gemini to see how well AI currently understands your product.
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 "Kuberns: Your AI" 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 Developer Tools 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://kuberns.com.
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
- OKhomepageKuberns: Your AI-Cloud PaaS for Seamless Deployment
- OKaboutAbout Kuberns | AI Powered Cloud Deployment Platform
- Failedpricinghttps://kuberns.com/pricing
- OKapiDeploy Your FastAPI App in One Click on Kuberns