> ## Documentation Index
> Fetch the complete documentation index at: https://docs.tldr.work/llms.txt
> Use this file to discover all available pages before exploring further.

# Use Cases

> Real-world examples of how businesses use tldr.work to automate sales and monitor AI visibility

# Use Cases

Discover how different businesses use tldr.work to automate sales, track brand visibility, and stay ahead of competitors.

***

## 🎯 Sales Teams

### Use Case 1: B2B SaaS Lead Generation

**Challenge**: Sales team needs 100 qualified leads/week for their CRM product, but prospecting takes 20 hours.

**Solution with tldr.work**:

<Steps>
  <Step title="Search for prospects">
    Query: "B2B companies in Europe with 50-200 employees"
  </Step>

  <Step title="Enrich with emails">
    Find decision-makers (CEOs, CTOs, sales managers)
  </Step>

  <Step title="Generate personalized emails">
    AI creates emails mentioning company industry, size, and pain points
  </Step>

  <Step title="Launch automated campaign">
    Send 50 emails/day with tracking
  </Step>
</Steps>

**Results**:

* ⏱️ **Time saved**: 18 hours/week (from 20h to 2h)
* 📊 **Lead quality**: 95%+ verified emails
* 📈 **Response rate**: 12% (vs 3% with generic emails)
* 💰 **Cost**: €50/week vs €500/week for manual prospecting

***

### Use Case 2: Agency New Client Acquisition

**Challenge**: Marketing agency needs local businesses (restaurants, retailers) as clients but struggles to scale outreach.

**Solution with tldr.work**:

<Steps>
  <Step title="Find local businesses">
    Query: "Restaurants in Lyon, France with no online presence"
  </Step>

  <Step title="Enrich contacts">
    Get owner/manager emails and phone numbers
  </Step>

  <Step title="Create hyper-local campaigns">
    AI generates emails mentioning specific neighborhood, local events
  </Step>

  <Step title="Track engagement">
    See which businesses opened/clicked to prioritize follow-ups
  </Step>
</Steps>

**Results**:

* 🎯 **Precision targeting**: Only businesses without websites/social
* 📧 **Open rate**: 45% (hyper-personalized local approach)
* 🤝 **Conversion**: 8% response rate → 2% closed deals
* 🚀 **Scale**: 500 restaurants contacted/month (was 50 before)

***

## 📊 Marketing & SEO Teams

### Use Case 3: AI Search Optimization

**Challenge**: SEO agency's clients are ranking well on Google but invisible on ChatGPT and Perplexity.

**Solution with tldr.work**:

<Steps>
  <Step title="Analyze client domains">
    Extract business info for 10 clients simultaneously
  </Step>

  <Step title="Generate test prompts">
    Create 10 prompts per client (brand, product, intent queries)
  </Step>

  <Step title="Run monthly analyses">
    Test on ChatGPT, Claude, Gemini, Perplexity, Mistral
  </Step>

  <Step title="Identify gaps">
    See which prompts fail to mention the brand
  </Step>

  <Step title="Optimize content">
    Update website/blog to target AI search intent
  </Step>

  <Step title="Track improvements">
    Re-run analysis monthly to measure progress
  </Step>
</Steps>

**Results**:

* 📈 **Visibility increase**: From 15% to 65% in 3 months
* 🏆 **Competitive advantage**: Clients now rank above competitors on AI
* 💰 **New service**: Agency now offers "AI SEO" as premium service (€500/month per client)
* 📊 **Client retention**: 90% retention (clients love seeing AI visibility reports)

***

### Use Case 4: Brand Monitoring for PR Agency

**Challenge**: PR agency needs to track how AI engines talk about their clients after major campaigns/announcements.

**Solution with tldr.work**:

<Steps>
  <Step title="Baseline analysis">
    Run analysis before PR campaign launch
  </Step>

  <Step title="Launch PR campaign">
    Press releases, interviews, social media push
  </Step>

  <Step title="Post-campaign analysis">
    Re-run same prompts 2 weeks later
  </Step>

  <Step title="Measure impact">
    Compare visibility, sentiment, and position changes
  </Step>

  <Step title="Report to client">
    Show tangible PR ROI with before/after metrics
  </Step>
</Steps>

**Results**:

* 📊 **Quantified PR impact**: 40% increase in AI visibility after campaign
* 😊 **Sentiment shift**: From 60% positive to 85% positive
* 🏅 **Position improvement**: From average #5 to #2 in competitor lists
* 🤝 **Client satisfaction**: Concrete metrics justify PR budget

***

## 👨‍💼 Founders & Solopreneurs

### Use Case 5: Startup Co-founder Finding B2B Leads

**Challenge**: Solo founder needs to find early customers for productivity tool but has no sales team.

**Solution with tldr.work**:

<Steps>
  <Step title="Define ICP">
    Query: "Startups in tech with 5-20 employees, funded in last 12 months"
  </Step>

  <Step title="Batch prospecting">
    Find 200 prospects in one search
  </Step>

  <Step title="AI-generated outreach">
    Personalized emails mentioning funding round, team size, pain points
  </Step>

  <Step title="Automated follow-ups">
    Daily campaign sends 50 emails/day
  </Step>

  <Step title="Focus on replies">
    Founder only handles interested prospects
  </Step>
</Steps>

**Results**:

* ⚡ **Speed**: 200 prospects contacted in 4 days (would take weeks manually)
* 📈 **Efficiency**: Founder spends 1h/week on prospecting (was 10h)
* 🎯 **Focus**: More time for product development
* 💰 **First customers**: 5 paying customers in first month

***

### Use Case 6: Freelancer Building Personal Brand

**Challenge**: Freelance consultant wants to be recommended by AI when people ask "best marketing consultant for startups".

**Solution with tldr.work**:

<Steps>
  <Step title="Set up personal brand monitoring">
    Create project with personal website
  </Step>

  <Step title="Test discovery queries">
    Prompts like: "Who should I hire for startup marketing?"
  </Step>

  <Step title="Identify gaps">
    AI doesn't mention consultant at all (0% visibility)
  </Step>

  <Step title="Content strategy">
    Write blog posts, case studies, LinkedIn articles optimized for AI
  </Step>

  <Step title="Track progress">
    Re-run analysis monthly
  </Step>
</Steps>

**Results**:

* 📊 **Visibility growth**: From 0% to 40% in 6 months
* 🏆 **ChatGPT recommendation**: Now mentioned in top 3 for "startup marketing consultants"
* 💼 **Inbound leads**: 3-5 inbound inquiries/month (was 0)
* 💰 **Revenue increase**: +€20k/year from AI-driven discovery

***

## 🏢 Enterprise & Agencies

### Use Case 7: Multi-Client Agency Dashboard

**Challenge**: Agency manages 20 clients and needs to track both sales and AI visibility for each.

**Solution with tldr.work**:

<Steps>
  <Step title="Workspace per client">
    Separate workspace for clean organization
  </Step>

  <Step title="Sales automation for lead gen clients">
    Run prospecting campaigns for 10 clients
  </Step>

  <Step title="AI monitoring for brand clients">
    Track AI visibility for 10 other clients
  </Step>

  <Step title="Monthly reporting">
    Export data + dashboards for client meetings
  </Step>
</Steps>

**Results**:

* 🎯 **One platform**: Replaces multiple single-purpose tools (saves budget and complexity)
* ⚡ **Efficiency**: Manage all clients from one dashboard
* 📊 **Better reporting**: Unified metrics across sales + AI
* 🤑 **New revenue stream**: Offer "AI visibility" as standalone service

***

### Use Case 8: Competitive Intelligence Team

**Challenge**: Startup needs to monitor how AI talks about them vs 5 competitors.

**Solution with tldr.work**:

<Steps>
  <Step title="Create projects for each brand">
    6 projects: Own brand + 5 competitors
  </Step>

  <Step title="Use same prompts">
    Generate prompts based on own brand, use for all 6 projects
  </Step>

  <Step title="Run parallel analyses">
    Test all 6 brands on same prompts
  </Step>

  <Step title="Compare results">
    See who ranks higher on which engines
  </Step>

  <Step title="Identify opportunities">
    Find prompts where competitors rank but startup doesn't
  </Step>
</Steps>

**Results**:

* 🔍 **Full competitive picture**: Know exactly where you stand
* 🎯 **Targeted optimization**: Focus on prompts where competitors win
* 📈 **Market positioning**: Adjust messaging based on AI perceptions
* 🏆 **Overtake competitors**: Visibility improved from #5 to #2 in 6 months

***

## 🌍 E-commerce & Local Businesses

### Use Case 9: Local Business Discovery

**Challenge**: Bakery in Paris wants to be recommended when AI users ask "best bakery in Paris".

**Solution with tldr.work**:

<Steps>
  <Step title="Set up brand monitoring">
    Analyze bakery website
  </Step>

  <Step title="Generate local intent prompts">
    * "Best bakery in Paris for croissants"
    * "Where to buy wedding cake in Paris"
    * "Artisan bread near Eiffel Tower"
  </Step>

  <Step title="Test on 5 AI engines">
    See if bakery is mentioned
  </Step>

  <Step title="Optimize Google Business Profile">
    Add keywords AI engines use
  </Step>

  <Step title="Track improvements">
    Monthly re-analysis
  </Step>
</Steps>

**Results**:

* 📊 **Visibility**: From 0% to 60% on local queries
* 🏆 **ChatGPT mentions**: Now in top 5 Paris bakeries
* 🚀 **Foot traffic**: +30% customers mentioning "ChatGPT recommended you"
* 💰 **ROI**: €20/month tldr.work cost → €500/month additional revenue

***

## 🎓 Common Patterns

### Pattern 1: The "AI-First" Strategy

**Who**: SEO agencies, content marketers\
**Goal**: Optimize for AI search instead of (or alongside) Google\
**Approach**: Monthly AI visibility tracking + content optimization\
**Result**: Early mover advantage before AI SEO becomes mainstream

### Pattern 2: The "Scale Outreach" Strategy

**Who**: Sales teams, agencies, founders\
**Goal**: Contact 10x more prospects without hiring\
**Approach**: Automated prospecting + AI email generation\
**Result**: More deals closed with same team size

### Pattern 3: The "Unified Dashboard" Strategy

**Who**: Agencies managing multiple clients\
**Goal**: One platform for both sales and brand monitoring\
**Approach**: Replace 3-5 separate tools with tldr.work\
**Result**: Lower costs, better efficiency, unified reporting

### Pattern 4: The "Competitive Monitoring" Strategy

**Who**: Startups, enterprises with competitive markets\
**Goal**: Track own brand + competitors on AI engines\
**Approach**: Parallel monitoring of multiple brands\
**Result**: Strategic insights to outrank competitors

***

## 💡 Getting Started

Choose your use case and follow the guide:

<CardGroup cols={3}>
  <Card title="Sales Automation" icon="envelope" href="/sales-automation/overview">
    For lead generation and outreach
  </Card>

  <Card title="AI Brand Monitoring" icon="chart-line" href="/ai-search/overview">
    For visibility tracking
  </Card>

  <Card title="Quick Start" icon="rocket" href="/quickstart">
    Try both features in 5 minutes
  </Card>
</CardGroup>

***

## Need Help?

Can't find your use case? **Email us**: [support@tldr.work](mailto:support@tldr.work)

We'll help you design a custom workflow for your business! 🚀