Zero false positives pest detection tailored for your niche crops.
Small-scale farmers growing niche crops rely on inaccurate pest detection AI plagued by high false positives, leading to unreliable pest management and potential crop losses.
Upload crop photos via mobile app; our AI analyzes for pests with farmer-verified training data to eliminate false alarms. Get instant alerts and management tips customized to your crop type and location. Track historical detections to predict outbreaks proactively.
Small-scale farmers specializing in niche crops
Exclusive focus on niche crops with user-verified dataset for 95%+ accuracy, unlike generic ag AI.
supportive
Instant AI pest detection on uploaded images with confidence scores.
Farmers confirm/deny detections to improve model accuracy.
Push notifications for detected pests matched to user-selected niche crops.
View past scans, trends, and pest patterns per farm.
AI-generated organic pest control advice based on detection.
Upload multiple images at once for field scans.
PDF/CSV exports of detection history for records.
Correlate detections with local weather data.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| crop_types | text[] | No |
| location | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| farm_id | uuid | No |
| image_url | text | No |
| pest_type | text | No |
| confidence | float | No |
| verified | bool | Yes |
| created_at | timestamp | No |
Relationships:
/api/detectionsUpload image and get AI analysis
/api/detections/:id/verifyMark detection as verified/corrected
/api/farmsCreate farm profile
/api/detections/farm/:farmIdFetch detection history
/api/cropsList supported niche crops
No alerts
1 farm
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 50 | 10% | $145 | $1,740 |
| Month 6 | 400 | 15% | $1,740 | $20,880 |
AI built for small farmers – verify once, accurate forever.
Post in Reddit r/smallfarming and r/OrganicFarming offering free lifetime Pro access for feedback and testimonials. DM 10 niche crop farmers from LinkedIn groups like 'Niche Crop Growers'. Attend one virtual ag webinar and network in chat.
Broad crop coverage
High false positives on niche crops
Niche-only training data for superior accuracy
Mobile app
Generic models ignore niche specifics
User-verified dataset moat
Proprietary dataset of verified niche crop pest images from users.
Advancements in fine-tuned vision AI + rising niche organic farming amid climate pest surges.
AI model accuracy dips initially
Seed with expert-labeled data
Low adoption by farmers
Free tier + farm co-ops outreach
Image storage costs
Supabase optimized storage
Success: 10 express interest
Success: 80% retention week 2
Success: 100 signups
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