AI Exposure Report

AI Exposure Report: https://teamflow.example.com

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

4 pages scanned3/12/2026

62Moderate

AI Exposure Score: 62/100

Category Breakdown

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

Issues Found (6)

No structured data markup
No structured data found. Schema markup helps AI systems extract facts with high confidence.
FAQ section not detected
No FAQ section found. FAQs are one of the highest-value structured formats for AI.
Meta description missing
Meta description is missing. AI systems use this as a product summary.
No integrations page
No integrations information detected. AI systems cannot determine what your product connects to.
Thin homepage content
Homepage has thin content. AI systems may not find enough information to summarize your product.
No case studies
No case studies found. Detailed use cases help AI systems match your product to specific queries.

Quick Wins (4)

Add a meta description
high impact
Add a concise meta description that explains what your product does and who it is for. This is one of the first things AI systems read.
Add an FAQ section
high impact
Create an FAQ section with common questions about your product. AI systems extract Q&A pairs to build knowledge about your product.
Add structured data markup
medium impact
Add JSON-LD schema markup to your homepage. This gives AI systems machine-readable facts about your product.
Add testimonials or customer logos
medium impact
Social proof helps AI systems recommend your product with higher confidence.

Detailed Breakdown

Crawlability — 16/20

Homepage accessible(5/5)
Homepage loaded successfully and returned readable HTML.
Key pages discoverable(5/5)
5 pages were accessible and returned content.
Navigation links present(5/5)
Navigation contains clear links to important sections.
Sufficient content depth(1/5)
Homepage has thin content. AI systems may not find enough information to summarize your product.

Product Clarity — 15/20

Clear homepage headline(5/5)
Homepage headline found: "Ship faster with TeamFlow"
Product category detectable(5/5)
Product category and purpose can be inferred from page content.
Features described(3/5)
Features are described on the homepage but no dedicated features page was found.
Target audience detectable(2/5)
No meta description found. Consider adding one that mentions who your product is for.

Structured Signals — 7/20

Title and meta description(2/5)
Meta description is missing. AI systems use this as a product summary.
Heading structure(5/5)
Good heading hierarchy detected, making content scannable for AI.
FAQ or structured sections(0/5)
No FAQ section found. FAQs are one of the highest-value structured formats for AI.
Schema or structured data(0/5)
No structured data found. Schema markup helps AI systems extract facts with high confidence.

Agent Readiness — 14/20

Pricing clarity(5/5)
Dedicated pricing page found. AI agents can reference specific plans and prices.
Documentation or API reference(5/5)
Documentation or API reference page found.
Integrations clarity(0/5)
No integrations information detected. AI systems cannot determine what your product connects to.
Enough facts for llm.json(4/5)
Sufficient structured facts exist to generate a useful llm.json file.

Trust Signals — 10/20

Testimonials present(5/5)
Testimonials detected. AI systems may cite social proof when describing your product.
Customer logos or mentions(5/5)
Customer logos or trust badges detected.
Case studies(0/5)
No case studies found. Detailed use cases help AI systems match your product to specific queries.
Quantifiable proof(0/5)
Combined trust signal strength based on testimonials, customer evidence, and case studies.

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

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 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