Forecast irregular gig income for flawless payroll planning.
HRTech payroll solutions charge exorbitant fees for freelancers handling irregular income, crippling small business growth.
GigForecast aggregates income from multiple platforms, uses ML to predict monthly totals, and simulates payroll scenarios. Freelancers and small teams get accurate forecasts to plan taxes and pays without HRTech premiums. Export forecasts for seamless payroll integration.
Small businesses and freelancers with irregular income using HRTech payroll solutions
AI-powered income forecasting from gig data, tailored for payroll prep.
supportive
Connect Upwork, Fiverr, Stripe for auto-income pull.
ML model predicts next 1-3 months based on history.
Test 'what-if' pay scenarios with predicted income.
Visual charts of income patterns and variances.
CSV/PDF forecasts for payroll or taxes.
Notify if forecast drops below threshold.
Multi-outcome simulations (optimistic/pessimistic).
Share forecasts with business partners.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| platform | text | No |
| access_token | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| predicted_amount | int | No |
| period | timestamp | No |
| confidence | int | No |
Relationships:
/api/integrationsAdd platform connection
/api/forecastsGet latest forecasts
/api/forecasts/simulateRun payroll simulation
No sims/exports
Monthly syncs
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 120 | 2.5% | $75 | $900 |
| Month 6 | 900 | 4% | $900 | $10,800 |
AI forecasts from Upwork, Fiverr & more – plan pays with confidence.
Engage Upwork/Fiverr forum users with forecast demo; Email list from freelance newsletters; $100 Reddit ads in r/Upwork.
Flow tracking
No forecasts
Predictive AI for payroll
Project mgmt
Not income-focused
Gig-specific ML
Improving ML accuracy with aggregated anonymized data.
AI accessibility + gig platform APIs maturing in 2024.
API rate limits
Caching + fallbacks
Low trust in predictions
Confidence scores + free tier
Success: 20 want forecasts
Success: 70% accuracy validated
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