AI Exposure Report

https://trustmrr.com

The database of verified startup revenues. Browse Stripe-verified MRR and revenue from real startups. Prove your revenue publicly.

3 pages scanned
81Good
AI Exposure Score: 81/100
โ†’ 94/100 if fixed

Category Breakdown

AI Crawl Access14/27
Content Quality15/27
Product Clarity11/15
Structured Data & Meta15/33
Agent Readiness9/10
Trust & Social Proof5/15
EEAT & Discoverability9/18

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

16 issues found
CriticalAI Crawl Accesseasy

Sitemap.xml missing

No sitemap.xml found. This hurts both SEO and AI visibility โ€” 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.

CriticalAI Crawl Accesseasy

llms.txt exists

No llms.txt found. This file tells AI systems exactly what your product is. We generated one for you below.

CriticalContent Qualitymedium

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.

CriticalStructured Data & Metaeasy

JSON-LD structured data

No JSON-LD structured data found. Schema markup gives AI systems machine-readable facts. We generated one for you below.

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 (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.

WarningStructured Data & Metaeasy

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.

WarningAI Crawl Accesseasy

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.

WarningStructured Data & Metaeasy

Organization schema

No Organization schema. This tells AI systems your company name, logo, and social profiles โ€” critical for accurate brand identification.

WarningStructured Data & Metaeasy

FAQPage schema

No FAQPage schema. AI systems use FAQ schema to answer user questions about your product verbatim โ€” it's one of the highest-citation content types.

WarningStructured Data & Metaeasy

Schema sameAs entity verification

No sameAs property in your JSON-LD schema. AI systems triangulate your brand โ€” they check if your site, LinkedIn, Twitter/X, ProductHunt, and GitHub all describe you consistently. Without sameAs links, AI has lower confidence in recommending you.

WarningEEAT & Discoverabilityeasy

Social profiles linked

No social profile links found. EEAT Authoritativeness โ€” linking to your Twitter/X, LinkedIn, and GitHub helps AI systems verify your brand identity and find corroborating information about your product.

WarningEEAT & Discoverabilitymedium

Third-party review platform presence

No review platform links found (G2, Capterra, ProductHunt, Trustpilot). EEAT Authoritativeness โ€” AI systems check external sources to validate products. Being listed on even one major platform significantly increases recommendation confidence.

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.

InfoAI Crawl Accesseasy

llms-full.txt exists

No llms-full.txt found. This is the expanded version of llms.txt โ€” 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

Phase 1This week โ€” ~30 min total
โ†’ 84/100
Sitemap.xml missingllms.txt existsllm.json existsllms-full.txt existsJSON-LD structured dataSoftwareApplication or WebApplication schemaOrganization schemaFAQPage schemaSchema sameAs entity verificationCustomer logos or mentionsQuantifiable metricsSocial profiles linked

+30 pts

Phase 2Next week โ€” 2-4 hours
โ†’ 94/100
Text-to-HTML ratioAnswer-first content structureCase studies or success storiesThird-party review platform presence

+10 pts

Full signal breakdown

AI Crawl Access

14/27

Sitemap.xml missing

easy

No sitemap.xml found. This hurts both SEO and AI visibility โ€” 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.

0/5 pts

llms.txt exists

easy

No llms.txt found. This file tells AI systems exactly what your product is. We generated one for you below.

0/5 pts

llm.json exists

easy

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.

0/3 pts

llms-full.txt exists

easy

No llms-full.txt found. This is the expanded version of llms.txt โ€” 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.

0/0 pts
robots.txt allows AI bots5/5 pts
Homepage accessible5/5 pts
WAF/firewall not blocking AI bots4/4 pts

Content Quality

15/27

Text-to-HTML ratio

medium

Low text-to-HTML ratio (2%). Your site may rely heavily on JavaScript rendering. AI crawlers often get empty content from JS-heavy sites.

0/5 pts

Answer-first content structure

medium

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.

0/4 pts
Sufficient content depth5/5 pts
Key pages discoverable3/5 pts
Navigation links present5/5 pts
Data density (tables & lists)2/3 pts

Product Clarity

11/15
Clear homepage headline5/5 pts
Features described3/5 pts
Pricing clarity3/5 pts

Structured Data & Meta

15/33

JSON-LD structured data

easy

No JSON-LD structured data found. Schema markup gives AI systems machine-readable facts. We generated one for you below.

0/5 pts

SoftwareApplication or WebApplication schema

easy

No SoftwareApplication schema found. Without this, AI systems may describe your product as a generic 'website' instead of categorizing it as a software tool.

0/4 pts

Organization schema

easy

No Organization schema. This tells AI systems your company name, logo, and social profiles โ€” critical for accurate brand identification.

0/3 pts

FAQPage schema

easy

No FAQPage schema. AI systems use FAQ schema to answer user questions about your product verbatim โ€” it's one of the highest-citation content types.

0/3 pts

Schema sameAs entity verification

easy

No sameAs property in your JSON-LD schema. AI systems triangulate your brand โ€” they check if your site, LinkedIn, Twitter/X, ProductHunt, and GitHub all describe you consistently. Without sameAs links, AI has lower confidence in recommending you.

0/3 pts
OpenGraph meta tags5/5 pts
Title and meta description5/5 pts
Canonical URL set3/3 pts
Heading structure2/2 pts

Agent Readiness

9/10
Documentation or API reference4/4 pts
FAQ section present3/3 pts
Integrations clarity2/3 pts

Trust & Social Proof

5/15

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
Testimonials present5/5 pts

EEAT & Discoverability

9/18

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

Social profiles linked

easy

No social profile links found. EEAT Authoritativeness โ€” linking to your Twitter/X, LinkedIn, and GitHub helps AI systems verify your brand identity and find corroborating information about your product.

0/3 pts

Third-party review platform presence

medium

No review platform links found (G2, Capterra, ProductHunt, Trustpilot). EEAT Authoritativeness โ€” AI systems check external sources to validate products. Being listed on even one major platform significantly increases recommendation confidence.

0/3 pts
About page or team info3/3 pts
Comparison or alternatives content3/3 pts
HTTPS enabled2/2 pts
Contact or legal pages1/2 pts

Generated llms.txt

llms.txt

Where to put this file

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

https://trustmrr.com/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

Where to put this file

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

https://trustmrr.com/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

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

    TrustMRR AI Visibility Score: 81/100 โ€” AIExposureTool | AIExposureTool