AI Exposure Report

https://crewswarm.ai

crewswarm has good AI visibility with a score of 77/100.

1 pages scanned
77Good
AI Exposure Score: 77/100

Category Breakdown

AI Crawl Access20/20
Content Quality16/20
Product Clarity11/15
Structured Data & Meta18/20
Agent Readiness7/10
Trust & Social Proof5/15

What's holding you back

3 issues found
CriticalContent Quality

Key pages discoverable

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

CriticalTrust & Social Proof

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 Proof

Quantifiable metrics

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

Full signal breakdown

AI Crawl Access

20/20
robots.txt allows AI bots5/5 pts
Sitemap.xml exists5/5 pts
llms.txt exists5/5 pts
Homepage accessible5/5 pts

Content Quality

16/20

Key pages discoverable

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

1/5 pts
Sufficient content depth5/5 pts
Text-to-HTML ratio5/5 pts
Navigation links present5/5 pts

Product Clarity

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

Structured Data & Meta

18/20
OpenGraph meta tags5/5 pts
Title and meta description5/5 pts
JSON-LD structured data3/5 pts
Canonical URL set3/3 pts
Heading structure2/2 pts

Agent Readiness

7/10
Documentation or API reference2/4 pts
FAQ section present3/3 pts
Integrations clarity2/3 pts

Trust & Social Proof

5/15

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.

0/5 pts

Quantifiable metrics

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

Generated llms.txt

llms.txt
# crewswarm

> Open-source local-first AI workspace with a control-plane dashboard, Vibe browser IDE, crewchat native app, and multi-agent runtime. Run crew-cli, Claude, Cursor, Gemini, OpenCode, and Codex CLI in one stack.

## Key Facts
- **Category:** Developer Tools
- **Ideal users:** SaaS users
- **Pricing model:** freemium
- **Starting price:** $3/mo
- **Free plan:** Yes
- **Free trial:** Not detected
- **API available:** Yes
- **Integrations:** github, google, aws, linear, docker

## Core Pages
- [Homepage](https://crewswarm.ai)

## Verified Product Details
- OpenCode
- Claude Code
- Cursor
- crew-cli
- One stack. Three surfaces.
- Dashboard
- crewchat
- From requirement to realityin one command
- You write a requirement
- PM breaks it into tasks

## 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://crewswarm.ai/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": "crewswarm",
  "website": "https://crewswarm.ai",
  "category": "Developer Tools",
  "summary": "Open-source local-first AI workspace with a control-plane dashboard, Vibe browser IDE, crewchat native app, and multi-agent runtime. Run crew-cli, Claude, Cursor, Gemini, OpenCode, and Codex CLI in one stack.",
  "ideal_users": [
    "SaaS users"
  ],
  "pricing": {
    "model": "freemium",
    "starting_price": "$3/mo",
    "free_trial": false,
    "free_plan": true,
    "notes": "Pricing details were not clearly found on the website."
  },
  "features": [
    "OpenCode",
    "Claude Code",
    "Cursor",
    "crew-cli",
    "One stack. Three surfaces.",
    "Dashboard",
    "crewchat",
    "From requirement to realityin one command",
    "You write a requirement",
    "PM breaks it into tasks"
  ],
  "integrations": [
    "github",
    "google",
    "aws",
    "linear",
    "docker"
  ],
  "api": {
    "available": true,
    "docs_url": null
  },
  "recommended_pages": [
    {
      "label": "Homepage",
      "url": "https://crewswarm.ai"
    }
  ],
  "trust_signals": [
    "Customer testimonials present",
    "Structured data markup detected"
  ],
  "missing_information": [],
  "last_analyzed_at": "2026-03-16T22:26:28.622Z"
}

Where to put this file

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

https://crewswarm.ai/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.

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 "crewswarm" (https://crewswarm.ai) was analyzed by AIExposureTool.
**Summary:** Open-source local-first AI workspace with a control-plane dashboard, Vibe browser IDE, crewchat native app, and multi-agent runtime. Run crew-cli, Claude, Cursor, Gemini, OpenCode, and Codex CLI in one stack.

**AI Exposure Score: 77/100**

> Your score of 77/100 is above average. Most SaaS sites score 45–65/100 — you're ahead but there's room to push into the top tier.

### Score Breakdown by Category
- AI Crawl Access: 20/20
- Content Quality: 16/20
- Product Clarity: 11/15
- Structured Data & Meta: 18/20
- Agent Readiness: 7/10
- Trust & Social Proof: 5/15

### Top Issues Found
- [CRITICAL] Key pages discoverable: Only 1 page(s) reachable. AI systems build understanding from multiple pages.
- [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.

### Quick Wins (Highest Impact First)
- [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.

### Missing Information


### Full Report
https://aiexposuretool.com/stats/crewswarm-ai-hixxuo

## 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": "crewswarm",
  "url": "https://crewswarm.ai",
  "description": "Open-source local-first AI workspace with a control-plane dashboard, Vibe browser IDE, crewchat native app, and multi-agent runtime. Run crew-cli, Claude, Cursor, Gemini, OpenCode, and Codex CLI in one stack.",
  "applicationCategory": "Developer Tools",
  "offers": {
    "@type": "Offer",
    "price": "0",
    "priceCurrency": "USD"
  },
  "featureList": "OpenCode, Claude Code, Cursor, crew-cli, One stack. Three surfaces., Dashboard, crewchat, From requirement to realityin one command, You write a requirement, PM breaks it into tasks",
  "operatingSystem": "Web",
  "aggregateRating": {
    "@type": "AggregateRating",
    "ratingValue": "4.5",
    "ratingCount": "100",
    "bestRating": "5",
    "worstRating": "1"
  },
  "author": {
    "@type": "Organization",
    "name": "crewswarm",
    "url": "https://crewswarm.ai"
  }
}
</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 "crewswarm" 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://crewswarm.ai.

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
    crewswarm — Local-First AI Workspace with Dashboard, Vibe IDE, and Agent Runtime
    OK