Scout Udemy for hidden gem courses validated by gig-winning freelancers.
Freelancers waste time on Udemy sifting through irrelevant course recommendations that fail to prioritize practical, gig-ready skills.
AI scouts Udemy daily for new courses, scores them on gig relevance using freelancer job postings data, and surfaces top picks with quick relevance audits. Users get daily digests tailored to their niches, cutting sift time to minutes.
Freelancers using Udemy to upskill for gig economy work
Real-time scouting from freelance job boards (Upwork RSS) to validate course relevance before hype builds.
professional
Email/web feed of top 5 new Udemy courses for your niches.
AI score based on matching job reqs + freelancer sentiment.
Select 1-5 freelance niches for personalized scouting.
Full history of scouted courses with filters.
Paste any Udemy URL for instant gig score.
Rising courses based on review velocity.
One-click course lists export.
Personal niche feeds.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| niches | text[] | No |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| udemy_id | text | No |
| title | text | No |
| gig_score | int | No |
| scouted_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| course_id | uuid | No |
| notes | text | Yes |
Relationships:
/api/auditAudit a Udemy course URL
/api/digestsGet latest courses for user niches
/api/coursesSearch scouted courses
/api/savesSave a course
3 audits/mo
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 250 | 2.5% | $94 | $1,125 |
| Month 6 | 2,000 | 4% | $1,200 | $14,400 |
Daily AI-scouted picks validated against real freelance jobs – no more irrelevant noise.
Run Twitter poll on Udemy pains, offer free Pro to top responders; post in r/Udemy & freelance subs with audit demo; LinkedIn ads to freelancers ($50 budget).
Official
Algo not gig-focused
Job board validation
Aggregates
No scoring
Real-time + AI audits
Proprietary job-course matching dataset from daily scrapes.
Udemy course volume exploding; freelancers need filters amid saturation.
Udemy scraping changes
API fallback, user reports
AI costs
Batch processing, caching
Success: 100 signups
Success: 20% open/click
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