Writing Profiles Overview
Capture anyone’s unique writing voice by analyzing their writing samples—then use AI Writer to ghost-write content that sounds exactly like them.
What are Writing Profiles?
Writing Profiles is a free AI-powered voice analysis tool that captures writing style characteristics from sample texts. Submit 3-10 writing samples, and our AI analyzes patterns in tone, vocabulary, sentence structure, and formality to create a reusable voice profile. Use profiles with AI Writer to generate or rewrite content that matches the captured style.
Core Value Proposition:
- 🎯 Voice Capture — Analyze 3-10 samples to identify unique writing patterns
- 📊 Style Analysis — Extract tone, formality, vocabulary, and signature phrases
- 👤 Ghost-Writing — Generate content that sounds exactly like the profile owner
- 🔗 AI Writer Integration — Apply profiles to any content generation
At a Glance
| 📊 Analysis Depth | ⏱️ Analysis Time | 💰 Price | 📧 Verified Benefits |
|---|---|---|---|
| 8+ characteristics | < 2 minutes | 100% Free | 4x profile limits |
Perfect For:
- 👤 Executive Assistants — Ghost-write for CEOs and leadership
- 📢 Internal Comms Teams — Maintain consistent voice across communications
- 👥 HR Professionals — Draft messages on behalf of leadership
- 📋 Managers — Create team communications with consistent tone
How It Works
Profile Creation Workflow
┌─────────────────────────────────────────────────────────────────────────┐
│ WRITING PROFILE WORKFLOW │
├─────────────────────────────────────────────────────────────────────────┤
│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
│ │ CREATE │───▶ │ ADD │───▶ │ ANALYZE │ │
│ │ PROFILE │ │ SAMPLES │ │ & USE │ │
│ └──────────────┘ └──────────────┘ └──────────────┘ │
│ │ │ │ │
│ ▼ ▼ ▼ │
│ • Name profile • Paste 3-10 • AI extracts │
│ • Enter email samples style traits │
│ • Min 50 words • Use in Writer │
│ per sample • Ghost-write! │
└─────────────────────────────────────────────────────────────────────────┘
What Gets Analyzed
┌───────────────────────────────────────────────────────────────────┐
│ WRITING PROFILE: "CEO Voice" │
├───────────────────────────────────────────────────────────────────┤
│ │
│ CONFIDENCE SCORE: 87% │
│ │
│ ┌─────────────────────────────────────────────────────────────┐ │
│ │ TONE: Professional yet approachable │ │
│ │ FORMALITY: Semi-formal │ │
│ │ VOCABULARY: Business-oriented, accessible │ │
│ │ KEY TRAITS: Direct, Optimistic, Action-oriented │ │
│ └─────────────────────────────────────────────────────────────┘ │
│ │
│ SIGNATURE PHRASES: │
│ • "I'm excited to share..." │
│ • "Together, we can..." │
│ • "Let me be clear about..." │
│ │
│ SENTENCE PATTERNS: │
│ • Short, punchy openings │
│ • Action verbs preferred │
│ • Questions to engage readers │
│ │
│ BEST USED FOR: │
│ All-hands emails, Company announcements, Strategy updates │
│ │
└───────────────────────────────────────────────────────────────────┘
Key Features
🎯 Voice Analysis
AI analyzes writing samples to extract comprehensive style characteristics.
| Characteristic | What It Captures |
|---|---|
| Tone | Professional, friendly, formal, casual, motivational |
| Formality Level | Formal, semi-formal, casual, conversational |
| Vocabulary Level | Simple, business, technical, academic |
| Sentence Structure | Short/punchy, complex, varied, flowing |
| Key Traits | 3-5 defining characteristics (e.g., “Direct”, “Empathetic”) |
| Signature Phrases | Common expressions and openings |
| Punctuation Style | Use of exclamations, questions, ellipses |
| Paragraph Style | Short paragraphs, long form, bullet preference |
📝 Sample Requirements
Provide high-quality samples for the best analysis results.
| Requirement | Value |
|---|---|
| Minimum Samples | 3 |
| Maximum Samples | 10 |
| Min Words Per Sample | 50 |
| Max Words Per Sample | 5,000 |
| Total Words Needed | 300+ across all samples |
Tips for Great Samples:
- ✅ Use similar content types (all emails OR all memos)
- ✅ Include recent samples (writing styles evolve)
- ✅ Choose representative work (not outliers)
- ✅ Include variety within the content type
📊 Confidence Score
The confidence score indicates analysis quality (0-100%).
| Score Range | Meaning | Recommendation |
|---|---|---|
| 85-100% | High confidence | Profile ready for accurate ghost-writing |
| 70-84% | Good confidence | Reliable for most use cases |
| 50-69% | Moderate confidence | Add more samples to improve |
| Below 50% | Low confidence | Add more/longer samples |
Confidence is calculated from:
- Number of samples (more = higher)
- Total word count (more = higher)
- Consistency across samples
- Richness of extracted characteristics
🔗 AI Writer Integration
Use profiles directly in AI Writer for ghost-writing.
| Integration Point | How It Works |
|---|---|
| Profile Selection | Choose profile from dropdown in AI Writer |
| Generate with Profile | Content matches captured voice |
| Rewrite with Profile | Transform content into profile’s style |
| Profile Snapshot | Results track which profile was used |
Workflow Example:
- Create “CEO Voice” profile with 5 sample emails
- Go to AI Writer, select “CEO Voice” profile
- Generate company announcement → Sounds like your CEO wrote it
- Share with CEO for quick review → Minimal edits needed
📤 Shareable Profiles
Share profiles with your team via unique URLs.
| Feature | Description |
|---|---|
| Unique Token | Each profile gets a secure, unique URL |
| 90-Day Access | Free tier profiles accessible for 90 days |
| No Login Required | Anyone with link can view (not edit) |
| Writer Link | Direct link to AI Writer with profile pre-selected |
📧 Email Notifications
Stay informed about your profile’s status.
| Notification | When Sent |
|---|---|
| Analysis Complete | Profile ready for use |
| Analysis Failed | Error occurred (with retry link) |
| Expiring Soon | 7 days before profile expires (verified users) |
Rate Limits & Free Tier
Writing Profiles is 100% free with reasonable limits.
| Action | Unverified | Verified | Period |
|---|---|---|---|
| Create Profile | 2 | 5 | Per day |
| Total Profiles | 3 | 10 | All-time |
| Samples Per Profile | 10 | 10 | Per profile |
Bonus Generations: Referral bonuses apply to AI Writer, which uses your profiles.
Profile Status States
| Status | Meaning | Actions Available |
|---|---|---|
| Pending | Profile created, awaiting samples | Add samples, delete |
| Analyzing | AI processing samples | Wait (auto-refresh shows progress) |
| Ready | Analysis complete | Use in AI Writer, share, view details |
| Failed | Analysis error | View error, delete, create new |
User Roles & Permissions
| Role | Capabilities |
|---|---|
| Anyone (No Account) | Create 3 profiles, add samples, analyze, 90-day storage |
| Verified Email | Up to 10 profiles, higher daily limits, email notifications |
| Business Users | Unlimited profiles, team sharing, no expiration |
How We Compare
| Feature | MangoApps Writing Profiles | Jasper Brand Voice | Writer.com Styleguide |
|---|---|---|---|
| Free to Use | ✅ | ❌ | ❌ |
| No Account Required | ✅ | ❌ | ❌ |
| Sample-Based Analysis | ✅ | ✅ | 💰 |
| Confidence Scoring | ✅ | ❌ | ❌ |
| Individual Profiles | ✅ | Team only | Team only |
| Integrated Content Gen | ✅ | ✅ | 💰 |
| Shareable Profiles | ✅ | ❌ | 💰 |
| Legend: ✅ Included | ❌ Not Available | 💰 Paid Add-on |
Why MangoApps Writing Profiles?
- 🆓 Completely Free — No credit card, no trial limits
- 👤 Individual Profiles — Capture specific person’s voice, not just brand
- 📊 Transparency — See confidence scores and extracted characteristics
- 🔗 Seamless Integration — One click to use in AI Writer
Getting Started
Step 1: Create a Profile
- Visit
/bots/profilesor click “Writing Profiles” from Workforce Bots - Enter your work email
- Click “Create New Profile”
- Name your profile (e.g., “CEO Voice”, “HR Director Style”)
Step 2: Add Writing Samples
- Paste a writing sample (minimum 50 words)
- Select sample type (email, memo, announcement, etc.)
- Click “Add Sample”
- Repeat until you have 3-10 samples (300+ total words)
Step 3: Analyze
- Once requirements are met, click “Analyze Profile”
- Analysis takes 1-2 minutes
- You’ll receive an email when complete
Step 4: Use in AI Writer
- Go to AI Writer (
/bots/writer) - Select your profile from the dropdown
- Generate or rewrite content
- Result matches the captured voice!
Best Practices
For Better Analysis
- ✅ Use 5+ samples — More samples = higher confidence
- ✅ Use similar content types — All emails OR all memos, not mixed
- ✅ Include recent samples — Writing styles evolve over time
- ✅ Choose representative work — Not one-off outliers
For Different Use Cases
- ✅ Create context-specific profiles — “CEO All-Hands” vs “CEO 1:1 Updates”
- ✅ Update profiles periodically — Create new ones as styles evolve
- ✅ Test before sending — Generate a sample and compare to real writing
For Executive Ghost-Writing
- ✅ Collect samples discreetly — Use sent emails, past announcements
- ✅ Include signature phrases — Makes generated content more authentic
- ✅ Have the executive review — Their final approval ensures authenticity
Frequently Asked Questions
Q: How accurate is the voice matching?
A: With 5+ quality samples and 500+ total words, most users report 80-90% accuracy. The profile owner often only needs minor edits.
Q: Can I update a profile after analysis?
A: Currently, you’ll need to create a new profile to re-analyze. This ensures consistency in your existing generated content.
Q: How long are profiles stored?
A: Free tier profiles are accessible for 90 days. Verify your email to receive expiration reminders.
Q: Can I capture multiple people’s voices?
A: Yes! Create separate profiles for each person. Name them clearly (e.g., “CEO - Sarah”, “CFO - Mike”).
Q: What if analysis fails?
A: You’ll receive an email with the error. Common issues: samples too short, too few samples, or inconsistent writing styles. Create a new profile and try again.
Q: Is my data private?
A: Samples are processed by AI and stored securely. They’re never shared with other users. Free tier data expires after 90 days.
Related Resources
- AI Writer Overview — Generate content with your profiles
- Internal Comms Grader Overview — Analyze communications quality
- Communications Planner Overview — Plan your year of communications
- Workforce Bots Overview — Full AI toolkit ecosystem
Capture anyone’s writing voice. Ghost-write with confidence. All free at workforce.mangoapps.com/bots/profiles