Smart part sourcing tool predicts and dodges Mali import tariffs for instant savings.
Local mechanics and repair shops in Mali face inflated costs from import tariffs over 25% on auto spare parts, making vehicle repairs unaffordable for most customers.
Input vehicle/part needs, get optimized sourcing recommendations: local alternatives, tariff-minimal suppliers, or remanufactured options. Includes pricing forecasts, supplier ratings, and one-click orders. Cuts effective costs by 25%+ via data-driven decisions.
Local mechanics and repair shops in Mali serving everyday vehicle owners
AI tariff predictor trained on Mali customs data, integrated with local/global suppliers.
professional
Enter symptoms/model, get tariff-optimized options.
Simulate duties based on volume/origin.
Curated Mali/local/international vendors with ratings.
Real-time quotes across sources.
Direct purchase with tariff pre-calc.
Track savings over time.
Forecast for shop inventory.
Notify on price drops.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| subscription_tier | text | Yes |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| vehicles_serviced | text[] | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| shop_id | uuid | No |
| part_query | text | No |
| recommendations | jsonb | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| tariff_rate | int | No |
| rating | float | Yes |
/api/recommendGet part recommendations
/api/tariff-simSimulate tariffs
/api/suppliersList suppliers
/api/ordersPlace order
/api/analyticsFetch savings data
No orders
Priority support
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 60 | 2.5% | $53 | $636 |
| Month 6 | 400 | 4% | $560 | $6,720 |
Smart sourcing for mechanics: Predict, compare, save on every part.
Email 30 mechanics from Mali yellow pages; run targeted Facebook ads to 'Mali auto repair'; partner with 2 importer associations for intros.
Global catalog
No tariff/Mali focus
Local optimization and predictions
Official rates
No part integration
Applied to real sourcing
Accumulating search data improves AI accuracy; exclusive supplier partnerships.
New Mali tariff hikes announced; EV/used imports surging part demand.
AI accuracy
Fallback to manual data + user feedback
Supplier integration slow
Start with directory, add APIs later
High AI costs
Cache results, tier limits
Success: 80% find useful
Success: 50% repeat use
Success: 200 users
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