https://launchrecord.com
Free Positioning and Messaging Audit For Startups has moderate AI visibility (61/100) with several areas for improvement.
Category Breakdown
- AI Crawl Access14/27
- Content Quality17/27
- Product Clarity13/15
- Structured Data & Meta33/33
- Agent Readiness3/10
- Trust & Social Proof0/15
- EEAT & Discoverability9/18
Crawler Access by AI
What's holding you back
14 issues foundSitemap.xml missing
No sitemap.xml found. This hurts both SEO and AI visibility β Google and AI crawlers can only find pages linked from your homepage. Pages not in your nav (like /pricing, /docs, /about) may never get indexed or recommended.
llms.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 (8%). Your site may rely heavily on JavaScript rendering. AI crawlers often get empty content from JS-heavy sites.
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.
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.
Quantifiable metrics
No quantifiable metrics found (e.g. '10,000+ users', '500+ teams'). Specific numbers help AI recommend with confidence.
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.
Documentation or API reference
No docs or API page found. AI agents cannot assess technical capabilities.
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.
Integrations clarity
No integrations info found. AI cannot determine what your product connects to.
Social profiles linked
No social profile links found. EEAT Authoritativeness β linking to your Twitter/X, LinkedIn, and GitHub helps AI systems verify your brand identity and find corroborating information about your product.
Third-party review platform presence
No review platform links found (G2, Capterra, ProductHunt, Trustpilot). EEAT Authoritativeness β 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 β 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 β 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
+18 pts
+15 pts
+3 pts
Full signal breakdown
AI Crawl Access
Sitemap.xml missing
easyNo sitemap.xml found. This hurts both SEO and AI visibility β Google and AI crawlers can only find pages linked from your homepage. Pages not in your nav (like /pricing, /docs, /about) may never get indexed or recommended.
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 β 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
Text-to-HTML ratio
mediumLow text-to-HTML ratio (8%). Your site may rely heavily on JavaScript rendering. AI crawlers often get empty content from JS-heavy sites.
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
Structured Data & Meta
Agent Readiness
Documentation or API reference
hardNo docs or API page found. AI agents cannot assess technical capabilities.
Integrations clarity
mediumNo integrations info found. AI cannot determine what your product connects to.
Trust & Social Proof
Testimonials present
mediumNo testimonials found. Social proof helps AI recommend your product with higher confidence. Add 3-5 short customer quotes with name, role, and company.
Customer logos or mentions
easyNo customer logos or trust mentions. These signal credibility to AI systems. Even a 'used by X teams at Y companies' line helps.
Quantifiable metrics
easyNo quantifiable metrics found (e.g. '10,000+ users', '500+ teams'). Specific numbers help AI recommend with confidence.
EEAT & Discoverability
Case studies or success stories
mediumNo case studies or success stories found. EEAT Experience β showing real results ("Company X increased Y by Z%") is the strongest signal that you have first-hand experience delivering value.
Social profiles linked
easyNo social profile links found. EEAT Authoritativeness β linking to your Twitter/X, LinkedIn, and GitHub helps AI systems verify your brand identity and find corroborating information about your product.
Third-party review platform presence
mediumNo review platform links found (G2, Capterra, ProductHunt, Trustpilot). EEAT Authoritativeness β AI systems check external sources to validate products. Being listed on even one major platform significantly increases recommendation confidence.
Generated llms.txt
# Free Positioning and Messaging Audit For Startups > LaunchRecord audits your SaaS messaging clarity, spots positioning gaps, tests AI visibility and gives you exact copy fixes to turn confusion into conversions. ## Key Facts - **Category:** Analytics - **Ideal users:** developers, founders, marketers, enterprise teams - **Pricing model:** subscription - **Starting price:** $29 - **Free plan:** Yes - **Free trial:** Yes - **API available:** Not detected - **Integrations:** stripe, google ## Core Pages - [Homepage](https://launchrecord.com) - [Pricing](https://launchrecord.com/pricing) - [About](https://launchrecord.com/blog/5-things-you-need-to-know-about-aeo) ## Verified Product Details - The Silent Killers of Most Startups - You Sound Like Everyone Else - Visitors Donβt Get It - AI Canβt See You - How It Works - We Detect Your Blind Spots - We Tell You What's Broken - We Show You How to Fix It - We Track Your Progress - The Outcome: Measurable Defensibility ## Missing or Unclear Information - 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://launchrecord.com/llms.txtβΊNext.js / React: Save as public/llms.txt
βΊWordPress: Upload to your site root via FTP or use a plugin
βΊStatic sites: Place in your build output folder alongside index.html
Generated llm.json
{
"name": "Free Positioning and Messaging Audit For Startups",
"website": "https://launchrecord.com",
"category": "Analytics",
"summary": "LaunchRecord audits your SaaS messaging clarity, spots positioning gaps, tests AI visibility and gives you exact copy fixes to turn confusion into conversions.",
"ideal_users": [
"developers",
"founders",
"marketers",
"enterprise teams"
],
"pricing": {
"model": "subscription",
"starting_price": "$29",
"free_trial": true,
"free_plan": true,
"notes": "See https://launchrecord.com/pricing for full pricing details."
},
"features": [
"The Silent Killers of Most Startups",
"You Sound Like Everyone Else",
"Visitors Donβt Get It",
"AI Canβt See You",
"How It Works",
"We Detect Your Blind Spots",
"We Tell You What's Broken",
"We Show You How to Fix It",
"We Track Your Progress",
"The Outcome: Measurable Defensibility"
],
"integrations": [
"stripe",
"google"
],
"api": {
"available": false,
"docs_url": null
},
"recommended_pages": [
{
"label": "Homepage",
"url": "https://launchrecord.com"
},
{
"label": "Pricing",
"url": "https://launchrecord.com/pricing"
},
{
"label": "About",
"url": "https://launchrecord.com/blog/5-things-you-need-to-know-about-aeo"
}
],
"trust_signals": [
"Structured data markup detected"
],
"missing_information": [
"No documentation or API reference found",
"No social proof (testimonials or customer logos) found"
],
"last_analyzed_at": "2026-04-09T10:53:59.124Z"
}Where to put this file
Place llm.json at the root of your website so it's accessible at:
https://launchrecord.com/llm.jsonβΊNext.js / React: Save as public/llm.json
βΊAPI / Dynamic: Serve from an API route at /llm.json with Content-Type: application/json
βΊStatic sites: Place in your build output folder alongside index.html
AI Fix Prompt
Copy this β paste into Claude, ChatGPT, Gemini, or Cursor β it fixes most of your issues.
You are helping me make my product visible and recommendable by AI systems β ChatGPT, Claude, Gemini, and Perplexity.
## My Product
**Name:** Free Positioning and Messaging Audit For Startups
**Website:** https://launchrecord.com
**What it does:** LaunchRecord audits your SaaS messaging clarity, spots positioning gaps, tests AI visibility and gives you exact copy fixes to turn confusion into conversions.
## AI Visibility Audit Results
**Current AI Exposure Score: 61/100**
> Your score of 61/100 is above average. Most SaaS sites score 45β65/100 β 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: 14/27
- Content Quality: 17/27
- Product Clarity: 13/15
- Structured Data & Meta: 33/33
- Agent Readiness: 3/10
- Trust & Social Proof: 0/15
- EEAT & Discoverability: 9/18
### AI Crawler Access
- NOT EXPLICITLY ALLOWED: ChatGPT, Claude, Perplexity, Gemini, Meta AI, Apple AI β add explicit Allow rules
## Failing Checks (grouped by effort)
### Phase 1 β Easy wins (do these first)
- [AI Crawl Access] Sitemap.xml missing (10 min): No sitemap.xml found. This hurts both SEO and AI visibility β Google and AI crawlers can only find pages linked from your homepage. Pages not in your nav (like /pricing, /docs, /about) may never get indexed or recommended.
- [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 β 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.
- [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.
- [EEAT & Discoverability] Social profiles linked (10 min): No social profile links found. EEAT Authoritativeness β linking to your Twitter/X, LinkedIn, and GitHub helps AI systems verify your brand identity and find corroborating information about your product.
### Phase 2 β Medium effort
- [Content Quality] Text-to-HTML ratio (1 hour): Low text-to-HTML ratio (8%). 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.
- [Agent Readiness] Integrations clarity (1 hour): No integrations info found. AI cannot determine what your product connects to.
- [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 β 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 β AI systems check external sources to validate products. Being listed on even one major platform significantly increases recommendation confidence.
### Phase 3 β Bigger investments
- [Agent Readiness] Documentation or API reference (days): No docs or API page found. AI agents cannot assess technical capabilities.
### Missing product information
- No documentation or API reference found
- No social proof (testimonials or customer logos) found
### Full report
https://www.aiexposuretool.com/stats/launchrecord-com-xo9zc1
## 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** β no placeholders, no "add your text here". Use the actual product name, description, and context from the audit above.
2. **Where to put it** β file name, line, or section
3. **Which AI systems this helps** and why
### Specific outputs I need
1. **robots.txt** β the complete file content that explicitly allows GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Meta-ExternalAgent, OAI-SearchBot, and Applebot
2. **llms.txt** β a complete, accurate llms.txt file (200β400 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** β 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** β 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** β 6β8 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** β 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** β 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 β after.
8. **About page outline** β a brief /about page outline with founder/team context, founding story, and contact info (EEAT Experience signal)
9. **Priority ranking** β 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": "Free Positioning and Messaging Audit For Startups",
"url": "https://launchrecord.com",
"description": "LaunchRecord audits your SaaS messaging clarity, spots positioning gaps, tests AI visibility and gives you exact copy fixes to turn confusion into conversions.",
"applicationCategory": "Analytics",
"offers": {
"@type": "Offer",
"price": "0",
"priceCurrency": "USD",
"priceSpecification": {
"@type": "UnitPriceSpecification",
"price": "29",
"priceCurrency": "USD",
"unitText": "MONTH"
}
},
"featureList": "The Silent Killers of Most Startups, You Sound Like Everyone Else, Visitors Donβt Get It, AI Canβt See You, How It Works, We Detect Your Blind Spots, We Tell You What's Broken, We Show You How to Fix It, We Track Your Progress, The Outcome: Measurable Defensibility",
"operatingSystem": "Web",
"author": {
"@type": "Organization",
"name": "Free Positioning and Messaging Audit For Startups",
"url": "https://launchrecord.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 "Free Positioning and Messaging Audit For Startups" 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 Analytics 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://launchrecord.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
- OKabout5 Things You Need to Know About AEO | LaunchRecord
- OKhomepageFree Positioning and Messaging Audit For Startups | LaunchRecord
- OKpricingGet a Free Audit to Clarify Your Startup's Positioning and Boost Conversions | Launchrecord.com | LaunchRecord