AI
AIExposureTool
AI Exposure Report

https://teamflow.example.com

TeamFlow has moderate AI visibility (62/100) with several areas for improvement.

4 pages scanned
62Moderate
AI Exposure Score: 62/100

Category Breakdown

Crawlability16/20
Product Clarity15/20
Structured Signals7/20
Agent Readiness14/20
Trust Signals10/20

How AI Can Read This Site

Discovery Files

llms.txt
llm.json
JSON-LD
Sitemap

What's holding you back

6 issues found
CriticalStructured Signals

No structured data markup

No structured data found. Schema markup helps AI systems extract facts with high confidence.

CriticalStructured Signals

FAQ section not detected

No FAQ section found. FAQs are one of the highest-value structured formats for AI.

WarningStructured Signals

Meta description missing

Meta description is missing. AI systems use this as a product summary.

WarningAgent Readiness

No integrations page

No integrations information detected. AI systems cannot determine what your product connects to.

WarningCrawlability

Thin homepage content

Homepage has thin content. AI systems may not find enough information to summarize your product.

InfoTrust Signals

No case studies

No case studies found. Detailed use cases help AI systems match your product to specific queries.

Full signal breakdown

Crawlability

16/20

Sufficient content depth

Homepage has thin content. AI systems may not find enough information to summarize your product.

1/5 pts
Homepage accessible5/5 pts
Key pages discoverable5/5 pts
Navigation links present5/5 pts

Product Clarity

15/20

Target audience detectable

No meta description found. Consider adding one that mentions who your product is for.

2/5 pts
Clear homepage headline5/5 pts
Product category detectable5/5 pts
Features described3/5 pts

Structured Signals

7/20

Title and meta description

Meta description is missing. AI systems use this as a product summary.

2/5 pts

FAQ or structured sections

No FAQ section found. FAQs are one of the highest-value structured formats for AI.

0/5 pts

Schema or structured data

No structured data found. Schema markup helps AI systems extract facts with high confidence.

0/5 pts
Heading structure5/5 pts

Agent Readiness

14/20

Integrations clarity

No integrations information detected. AI systems cannot determine what your product connects to.

0/5 pts
Pricing clarity5/5 pts
Documentation or API reference5/5 pts
Enough facts for llm.json4/5 pts

Trust Signals

10/20

Case studies

No case studies found. Detailed use cases help AI systems match your product to specific queries.

0/5 pts

Quantifiable proof

Combined trust signal strength based on testimonials, customer evidence, and case studies.

0/5 pts
Testimonials present5/5 pts
Customer logos or mentions5/5 pts

Generated llms.txt

llms.txt
# TeamFlow

> TeamFlow is a project management and team collaboration platform for remote teams.

## Key Facts
- **Category:** Productivity
- **Ideal users:** developers, product teams, founders
- **Pricing model:** subscription
- **Starting price:** $12/mo
- **Free plan:** Yes
- **Free trial:** Yes
- **API available:** Yes
- **Integrations:** slack, github, jira, notion, google

## Core Pages
- [Homepage](https://teamflow.example.com)
- [Pricing](https://teamflow.example.com/pricing)
- [Docs](https://teamflow.example.com/docs)
- [About](https://teamflow.example.com/about)

## Verified Product Details
- Task boards
- Time tracking
- Team chat
- File sharing
- Kanban views
- Sprint planning
- Reporting dashboards

## Missing or Unclear Information
- Meta description not found
- No FAQ section detected
- No structured data markup found
- No integrations page 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://teamflow.example.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

llm.json
{
  "name": "TeamFlow",
  "website": "https://teamflow.example.com",
  "category": "Productivity",
  "summary": "TeamFlow is a project management and team collaboration platform for remote teams.",
  "ideal_users": [
    "developers",
    "product teams",
    "founders"
  ],
  "pricing": {
    "model": "subscription",
    "starting_price": "$12/mo",
    "free_trial": true,
    "free_plan": true,
    "notes": "See https://teamflow.example.com/pricing for full pricing details."
  },
  "features": [
    "Task boards",
    "Time tracking",
    "Team chat",
    "File sharing",
    "Kanban views",
    "Sprint planning",
    "Reporting dashboards"
  ],
  "integrations": [
    "slack",
    "github",
    "jira",
    "notion",
    "google"
  ],
  "api": {
    "available": true,
    "docs_url": "https://teamflow.example.com/docs"
  },
  "recommended_pages": [
    {
      "label": "Homepage",
      "url": "https://teamflow.example.com"
    },
    {
      "label": "Pricing",
      "url": "https://teamflow.example.com/pricing"
    },
    {
      "label": "Docs",
      "url": "https://teamflow.example.com/docs"
    }
  ],
  "trust_signals": [
    "Customer testimonials present",
    "Customer logos or trust badges present"
  ],
  "missing_information": [
    "Meta description not found",
    "No FAQ section detected",
    "No structured data markup found"
  ],
  "last_analyzed_at": "2026-03-12T02:02:12.400Z"
}

Where to put this file

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

https://teamflow.example.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.

ai-fix-prompt.md
You are helping me improve my product's visibility to AI systems and LLMs.

## Context

My product "TeamFlow" (https://teamflow.example.com) was analyzed by AIExposureTool.

**AI Exposure Score: 62/100**

### Score Breakdown
- Crawlability: 16/20
- Product Clarity: 15/20
- Structured Signals: 7/20
- Agent Readiness: 14/20
- Trust Signals: 10/20

### Top Issues Found
- [CRITICAL] No structured data markup: No structured data found. Schema markup helps AI systems extract facts with high confidence.
- [CRITICAL] FAQ section not detected: No FAQ section found. FAQs are one of the highest-value structured formats for AI.
- [WARNING] Meta description missing: Meta description is missing. AI systems use this as a product summary.
- [WARNING] No integrations page: No integrations information detected.

### Quick Wins
- [HIGH IMPACT] Add a meta description: Add a concise meta description that explains what your product does and who it is for.
- [HIGH IMPACT] Add an FAQ section: Create an FAQ section with common questions about your product.

## What I Need

Based on this audit, please:

1. **Analyze the weaknesses** — identify the 3-5 most impactful things I should fix.
2. **Propose homepage copy fixes** — rewrite or improve my homepage headline, subheadline, and meta description.
3. **Propose pricing/docs improvements** — if my pricing page or docs are missing or unclear, tell me exactly what to add.
4. **Generate a better llms.txt** — create an improved version of my llms.txt file.
5. **Generate a better llm.json** — create an improved structured JSON file.
6. **Add structured data** — give me the exact JSON-LD schema markup I should add to my homepage.
7. **Create an FAQ section** — draft 5-8 FAQ questions and answers about my product.
8. **Give me exact code/content changes** — provide implementation-ready patches, HTML snippets, or content blocks I can copy and paste.

Focus on changes that will make the biggest impact on how AI systems understand and recommend my product.

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
    TeamFlow — Ship faster with your team
    OK
  • pricing
    Pricing — TeamFlow
    OK
  • docs
    Documentation — TeamFlow
    OK
  • about
    About — TeamFlow
    OK
  • features
    https://teamflow.example.com/features
    Failed
TeamFlow AI Visibility Score: 62/100 — AIExposureTool | AIExposureTool