AI Listing Matching
Discover perfect matches for your listings with intelligent cross-type matching. View any listing to see relevant complementary listings automatically suggested.
AI Listing Matching
Discover the perfect matches for your listings with our intelligent AI Listing Matching feature. When viewing any listing, our AI analyzes its characteristics and automatically suggests relevant matching listings from complementary types. For example, if you're viewing an Employer's Project, you'll see matching Freelancers. This powerful feature helps you find the best connections and opportunities instantly.
Intelligent Matching
AI analyzes listing characteristics including location, skills, category, budget/rate, and experience to find the most relevant matches across different listing types.
Match Score System
Each matching listing receives a match score from 0% to 100% displayed prominently on the listing card, helping you quickly identify the best matches.
Adjustable Threshold
Use the intuitive slider to filter matches by minimum score. Quick settings (Low, Medium, High) let you adjust the threshold instantly.
Cross-Type Matching
Automatically suggests complementary listing types. Employers see Freelancers, Freelancers see Projects, and the system intelligently matches across all listing types.
How It Works
Access AI Matching Tab
Navigate to any listing detail page and click on the "AI Matching" tab, located right after the "Analytics" tab. You can also access it directly from your dashboard listings with the "AI Matching" button.
AI Analysis & Matching
The AI analyzes the current listing's characteristics including location, skills, category, budget/rate, and experience. It then searches for complementary listings that best match these criteria and calculates a match score for each result.
- Location proximity
- Skills alignment
- Category match
- Budget/rate compatibility
- Experience level
- Employer → Freelancers
- Freelancer → Projects
- Project → Freelancers
- Service → Employers
Filter by Match Score
Use the match score slider to filter results. Adjust the threshold from 0% to 100% or use quick settings (Low: 0-49%, Medium: 50-74%, High: 75-100%) to instantly filter matches by quality level.
Browse & Connect
Browse the filtered matching listings displayed in a clean grid view. Each listing card shows the match score badge prominently. Click on any listing to view full details and initiate contact or collaboration.
Examples
Employer Viewing Project → Sees Matching Freelancers
Scenario: An Employer has posted a "Web Development Project" requiring React, TypeScript, and located in Berlin, Germany.
AI Matching Results:
- Freelancer A: 92% match - React expert, TypeScript, Berlin-based
- Freelancer B: 85% match - Full-stack developer, Berlin, 5+ years experience
- Freelancer C: 78% match - Frontend specialist, nearby location, React skills
The AI identifies Freelancers whose skills, location, and experience align perfectly with the project requirements, sorted by match score.
Freelancer Viewing Profile → Sees Matching Projects
Scenario: A Freelancer specializes in Graphic Design, located in Paris, France, with expertise in Brand Identity and Logo Design.
AI Matching Results:
- Project A: 88% match - Brand identity project, Paris-based, matches budget
- Project B: 82% match - Logo design needed, remote work, good fit
- Project C: 75% match - Graphic design project, nearby location
The AI finds Projects that match the Freelancer's skills, location preferences, and budget expectations, helping them discover relevant opportunities.
Universal Cross-Type Matching
How It Works: The system intelligently determines which listing types are complementary based on the current listing type and tenant context.
Matching Rules:
- Employer → Freelancers
- Freelancer → Projects
- Project → Freelancers
- Service → Employers
Score Factors:
- Location match (30%)
- Skills alignment (25%)
- Category fit (20%)
- Budget/rate (15%)
- Experience (10%)
The matching algorithm considers multiple factors to calculate accurate match scores, ensuring you see the most relevant opportunities first.
Key Benefits
Instant Discovery
Find relevant matches instantly without manual searching. The AI does the work for you.
Precision Matching
Match scores help you quickly identify the best opportunities without wasting time on irrelevant listings.
Flexible Filtering
Adjust match score threshold to see more or fewer results based on your quality preferences.
Better Connections
Discover complementary listings that you might not have found through traditional search methods.
Dashboard Integration
Access AI Matching directly from your dashboard listings with a single click, making it easy to find matches for all your listings.
Visual Score Display
Match scores are prominently displayed on each listing card with color-coded badges (green for excellent, yellow for good, orange for basic matches).
Pro Tips
- • Start with High matches: Set the slider to 75%+ to see only the best matches first, then lower it to explore more options.
- • Use Quick Settings: The Low/Medium/High buttons provide instant filtering without manual slider adjustment.
- • Check regularly: New listings are added constantly, so revisit AI Matching periodically to discover new opportunities.
- • Access from Dashboard: Use the "AI Matching" button in your dashboard listings for quick access to matches for all your listings.
- • Score interpretation: Scores above 75% indicate excellent matches, 50-74% are good matches, and below 50% are basic matches.
- • Multiple listing types: The system automatically determines which listing types are relevant for matching based on your current listing.
- • Location matters: Listings in the same or nearby locations receive higher match scores, so keep your location information up to date.