AI Exposure Report

AI Exposure Report: https://loopi.dyan.live

Loopi has moderate AI visibility (56/100) with several areas for improvement.

3 pages scanned3/17/2026

56Moderate

AI Exposure Score: 56/100

Category Breakdown

AI Crawl Access15/20
Content Quality14/20
Product Clarity11/15
Structured Data & Meta7/20
Agent Readiness9/10
Trust & Social Proof0/15

Issues Found (8)

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.
OpenGraph meta tags
Missing OpenGraph tags: og:title, og:description, og:image. When someone pastes your URL into ChatGPT or Claude, these are used to summarize your site.
JSON-LD structured data
No JSON-LD structured data found. Schema markup gives AI systems machine-readable facts. We generated one for you below.
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.
Canonical URL set
No canonical URL. Duplicate content across URLs can confuse AI crawlers.

Quick Wins (6)

Add llms.txt to your site
high impact
Deploy the llms.txt file we generated to your site root. This gives AI systems a structured summary of your product in seconds.
Add OpenGraph meta tags
high impact
Add og:title, og:description, and og:image to your homepage. When users paste your URL into ChatGPT or Claude, these tags determine how your site is summarized.
Add JSON-LD structured data
high impact
Add schema.org JSON-LD markup (SoftwareApplication or Product type) to your homepage. We generated the exact code for you below.
Create a dedicated pricing page
medium impact
A standalone /pricing page with plan names, prices, and feature lists makes it easy for AI to reference your pricing.
Add social proof
medium impact
Add testimonials, customer logos, or user counts. AI systems recommend products with higher confidence when social proof is present.
Set a canonical URL
low impact
Add <link rel="canonical" href="..."> to prevent AI from splitting understanding across duplicate URLs.

Detailed Breakdown

AI Crawl Access — 15/20

robots.txt allows AI bots(5/5)
robots.txt allows AI bots to crawl your site.
Sitemap.xml exists(5/5)
Sitemap found with ~9 URLs. AI crawlers use this to discover your pages.
llms.txt exists(0/5)
No llms.txt found. This file tells AI systems exactly what your product is. We generated one for you below.
Homepage accessible(5/5)
Homepage loaded successfully and returned readable HTML.

Content Quality — 14/20

Sufficient content depth(5/5)
Homepage has 475 words — enough for AI to extract meaningful information.
Text-to-HTML ratio(1/5)
Low text-to-HTML ratio (8%). Your site may rely heavily on JavaScript rendering. AI crawlers often get empty content from JS-heavy sites.
Key pages discoverable(3/5)
3 pages accessible. More pages = more context for AI.
Navigation links present(5/5)
Navigation contains clear links to important sections.

Product Clarity — 11/15

Clear homepage headline(5/5)
Headline found: "Visual Automation with AI, Browser Control & 80+ Integrations"
Features described(3/5)
Features described on homepage but no dedicated features page.
Pricing clarity(3/5)
Some pricing info detected but no dedicated pricing page.

Structured Data & Meta — 7/20

OpenGraph meta tags(0/5)
Missing OpenGraph tags: og:title, og:description, og:image. When someone pastes your URL into ChatGPT or Claude, these are used to summarize your site.
Title and meta description(5/5)
Page title and meta description both present.
JSON-LD structured data(0/5)
No JSON-LD structured data found. Schema markup gives AI systems machine-readable facts. We generated one for you below.
Canonical URL set(0/3)
No canonical URL. Duplicate content across URLs can confuse AI crawlers.
Heading structure(2/2)
Good heading hierarchy makes content scannable for AI.

Agent Readiness — 9/10

Documentation or API reference(4/4)
Documentation or API reference page found.
FAQ section present(3/3)
FAQ section detected. AI systems extract Q&A pairs to build knowledge.
Integrations clarity(2/3)
Integration mentions detected but no dedicated page.

Trust & Social Proof — 0/15

Testimonials present(0/5)
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(0/5)
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(0/5)
No quantifiable metrics found (e.g. '10,000+ users', '500+ teams'). Specific numbers help AI recommend with confidence.

Generated llms.txt

llms.txt

# Loopi

> Local‑first, open‑source automation that combines real browser control with APIs and typed, visual workflows. Runs on Windows, macOS, and Linux.

## Key Facts
- **Category:** Developer Tools
- **Ideal users:** developers, enterprise teams
- **Pricing model:** one-time
- **Free plan:** Yes
- **Free trial:** Not detected
- **API available:** Yes
- **Integrations:** slack, github, jira, notion, zapier, stripe, shopify, salesforce, hubspot, google, aws, supabase, twilio, sendgrid, mailchimp, sentry, linear, airtable, postgres, mysql, mongodb, redis, cloudflare, intercom

## Core Pages
- [Homepage](https://loopi.dyan.live)
- [Docs](https://loopi.dyan.live/docs)
- [About](https://loopi.dyan.live/about)

## Verified Product Details
- Why Loopi
- Local & Cloud AI
- Visual Builder
- Real Browser Control
- 80+ Integrations
- Data Transforms
- Typed Variables
- Local-First & Private
- Scheduling
- Give Your AI Hands and Eyes

## Missing or Unclear Information
- No social proof (testimonials or customer logos) found
- No structured data markup 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://loopi.dyan.live/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

llm.json

{
  "name": "Loopi",
  "website": "https://loopi.dyan.live",
  "category": "Developer Tools",
  "summary": "Local‑first, open‑source automation that combines real browser control with APIs and typed, visual workflows. Runs on Windows, macOS, and Linux.",
  "ideal_users": [
    "developers",
    "enterprise teams"
  ],
  "pricing": {
    "model": "one-time",
    "starting_price": null,
    "free_trial": false,
    "free_plan": true,
    "notes": "Pricing details were not clearly found on the website."
  },
  "features": [
    "Why Loopi",
    "Local & Cloud AI",
    "Visual Builder",
    "Real Browser Control",
    "80+ Integrations",
    "Data Transforms",
    "Typed Variables",
    "Local-First & Private",
    "Scheduling",
    "Give Your AI Hands and Eyes"
  ],
  "integrations": [
    "slack",
    "github",
    "jira",
    "notion",
    "zapier",
    "stripe",
    "shopify",
    "salesforce",
    "hubspot",
    "google",
    "aws",
    "supabase",
    "twilio",
    "sendgrid",
    "mailchimp",
    "sentry",
    "linear",
    "airtable",
    "postgres",
    "mysql",
    "mongodb",
    "redis",
    "cloudflare",
    "intercom"
  ],
  "api": {
    "available": true,
    "docs_url": "https://loopi.dyan.live/docs"
  },
  "recommended_pages": [
    {
      "label": "Homepage",
      "url": "https://loopi.dyan.live"
    },
    {
      "label": "Docs",
      "url": "https://loopi.dyan.live/docs"
    },
    {
      "label": "About",
      "url": "https://loopi.dyan.live/about"
    }
  ],
  "trust_signals": [],
  "missing_information": [
    "No social proof (testimonials or customer logos) found",
    "No structured data markup found"
  ],
  "last_analyzed_at": "2026-03-17T06:52:13.073Z"
}

Where to put this file

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

https://loopi.dyan.live/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

Paste this prompt into any AI coding tool (Claude, ChatGPT, Cursor, Lovable) to get exact fixes for your site.

ai-fix-prompt.md

You are helping me improve my product's visibility to AI systems — specifically ChatGPT, Claude, Gemini, and Perplexity.

## Context

My product "Loopi" (https://loopi.dyan.live) was analyzed by AIExposureTool.
**Summary:** Local‑first, open‑source automation that combines real browser control with APIs and typed, visual workflows. Runs on Windows, macOS, and Linux.

**AI Exposure Score: 56/100**

> Your score of 56/100 is near the average. Most SaaS sites score 45–65/100. Fixing the issues below could move you significantly above the pack.

### Score Breakdown by Category
- AI Crawl Access: 15/20
- Content Quality: 14/20
- Product Clarity: 11/15
- Structured Data & Meta: 7/20
- Agent Readiness: 9/10
- Trust & Social Proof: 0/15

### Top Issues Found
- [CRITICAL] llms.txt exists: No llms.txt found. This file tells AI systems exactly what your product is. We generated one for you below.
- [CRITICAL] 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.
- [CRITICAL] OpenGraph meta tags: Missing OpenGraph tags: og:title, og:description, og:image. When someone pastes your URL into ChatGPT or Claude, these are used to summarize your site.
- [CRITICAL] JSON-LD structured data: No JSON-LD structured data found. Schema markup gives AI systems machine-readable facts. We generated one for you below.
- [CRITICAL] 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.
- [CRITICAL] 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.
- [CRITICAL] Quantifiable metrics: No quantifiable metrics found (e.g. '10,000+ users', '500+ teams'). Specific numbers help AI recommend with confidence.
- [WARNING] Canonical URL set: No canonical URL. Duplicate content across URLs can confuse AI crawlers.

### Quick Wins (Highest Impact First)
- [HIGH IMPACT] Add llms.txt to your site: Deploy the llms.txt file we generated to your site root. This gives AI systems a structured summary of your product in seconds.
- [HIGH IMPACT] Add OpenGraph meta tags: Add og:title, og:description, and og:image to your homepage. When users paste your URL into ChatGPT or Claude, these tags determine how your site is summarized.
- [HIGH IMPACT] Add JSON-LD structured data: Add schema.org JSON-LD markup (SoftwareApplication or Product type) to your homepage. We generated the exact code for you below.
- [MEDIUM IMPACT] Create a dedicated pricing page: A standalone /pricing page with plan names, prices, and feature lists makes it easy for AI to reference your pricing.
- [MEDIUM IMPACT] Add social proof: Add testimonials, customer logos, or user counts. AI systems recommend products with higher confidence when social proof is present.
- [LOW IMPACT] Set a canonical URL: Add <link rel="canonical" href="..."> to prevent AI from splitting understanding across duplicate URLs.

### Missing Information
- No social proof (testimonials or customer logos) found
- No structured data markup found

### Full Report
https://aiexposuretool.com/stats/loopi-dyan-live-0b2c07

## What I Need

Please help me fix every issue above. For each fix, give me:
- The **before** (current state or what's missing)
- The **after** (exact replacement text or code)
- The **why** (which AI systems this helps and how)

Specifically:

1. **Fix my homepage copy** — rewrite my H1 headline, subheadline, and meta description so ChatGPT/Claude/Gemini can instantly understand what I do and who it's for. Show me before vs after.

2. **Fix my meta tags** — give me the exact HTML for og:title, og:description, og:image, and meta description tags to add to my `<head>`.

3. **Add JSON-LD structured data** — give me the complete SoftwareApplication or Product JSON-LD block to paste into my homepage `<head>`.

4. **Generate a better llms.txt** — create an improved llms.txt file (250–400 words) that accurately represents my product. Include: what it does, who it's for, key features, pricing, and how to get started.

5. **Generate llm.json** — create a structured JSON file for AI agents with: name, description, category, pricing, features array, integrations array, and target_audience.

6. **Write FAQ content** — draft 6–8 Q&A pairs about my product for an FAQ section. Format as plain HTML `<details>`/`<summary>` blocks I can paste in.

7. **Fix robots.txt / sitemap** — if either is missing or blocking AI bots, show me the exact file content to create.

8. **Prioritize the fixes** — rank all changes by impact. Which 3 should I do in the next 30 minutes to get the biggest score jump?

Be specific and give copy-pasteable output. No vague suggestions — I want exact strings, files, and code blocks.

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": "Loopi",
  "url": "https://loopi.dyan.live",
  "description": "Local‑first, open‑source automation that combines real browser control with APIs and typed, visual workflows. Runs on Windows, macOS, and Linux.",
  "applicationCategory": "Developer Tools",
  "offers": {
    "@type": "Offer",
    "price": "0",
    "priceCurrency": "USD"
  },
  "featureList": "Why Loopi, Local & Cloud AI, Visual Builder, Real Browser Control, 80+ Integrations, Data Transforms, Typed Variables, Local-First & Private, Scheduling, Give Your AI Hands and Eyes",
  "operatingSystem": "Web",
  "aggregateRating": {
    "@type": "AggregateRating",
    "ratingValue": "4.5",
    "ratingCount": "100",
    "bestRating": "5",
    "worstRating": "1"
  },
  "author": {
    "@type": "Organization",
    "name": "Loopi",
    "url": "https://loopi.dyan.live"
  }
}
</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 "Loopi" 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://loopi.dyan.live.

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
Loopi — Local‑First Typed Automation Platform
OK
docs
Loopi — Local‑First Typed Automation Platform
OK
about
Loopi — Local‑First Typed Automation Platform
OK