Features
Description Assistant
Helps users write better job posts, service descriptions, and offers.
How to Use
- Navigate to job/service/offer creation form
- Click "Generate with AI" button
- Review the suggested description
- Edit as needed and save
What It Checks
- Length optimization — Appropriate length for the platform
- Structure — Proper paragraphs, bullet points, headings
- Numbers — Pricing, timelines, quantities formatted correctly
- Clarity — Clear, concise language
Profile Review
Evaluates freelancer profiles and provides improvement suggestions.
Profile Score
- 0-100 score based on completeness and quality
- Category breakdown — Skills, experience, portfolio, description
- Improvement tips — Specific suggestions for each category
How It Works
- System analyzes profile sections
- Rubric-based scoring for each category
- Weighted total score calculated
- Specific improvement suggestions generated
Search Reranker
Improves search results by matching user intent with relevant content.
Ranking Factors
| Factor | Weight | Description |
|---|---|---|
| Title match | 3x | Keywords in title |
| Skills match | 2x | Matching skills |
| Description match | 1x | Keywords in description |
How It Works
- User performs a search
- Initial results returned from database
- Reranker scores each result against query
- Results reordered by relevance score
LinkedIn Auth Provider
Enables LinkedIn as a login option for users.
Features
- OAuth login — Sign in with LinkedIn account
- Profile import — Auto-fill profile from LinkedIn data
- Skills mapping — Import skills from LinkedIn profile
- Experience import — Import work experience
- Photo import — Use LinkedIn profile photo
Setup
- Create LinkedIn App at linkedin.com/developers
- Add Client ID and Secret to configuration
- Enable LinkedIn login in admin settings
Pricing Advisor
Provides pricing recommendations based on market data.
How It Works
- Analyzes similar services/projects on the platform
- Considers market rates and competition
- Suggests a price band (minimum, recommended, maximum)
Requirements
- Minimum 3 market samples needed
- Uses category and skill matching
- Updates recommendations as market data changes
Admin Configuration
Access AI Toolkit settings via Admin > AI Toolkit
- Enable/disable individual features
- Configure API endpoint (optional)
- Set feature-specific parameters
- View usage statistics
Last updated: September 2026
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