AI coach analyzes your uploaded crop images with beginner-friendly guidance.
Agriculture students face steep learning curves and no free trials in drone crop scouting software, making it inaccessible for beginners.
FarmDroneCoach lets students upload drone photos or use sample datasets, then provides step-by-step AI analysis explaining detections like water stress or weeds. It includes feedback loops, comparison to expert reports, and skill-building exercises. Free tier offers unlimited sample analysis to build confidence before real use.
Agriculture students new to drone technology
AI tutor with explainable analysis and sample datasets, focused on teaching 'why' behind detections.
professional
Upload drone images for AI crop health scan.
Step-by-step breakdown of detections.
100+ free crop images for practice.
Quiz-like corrections on your annotations.
Side-by-side with pro-level reports.
Analyze multiple images at once.
CSV/JSON data downloads.
API for drone apps.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| accuracy_avg | int | Yes |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| image_url | text | No |
| detections | jsonb | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| score | int | No |
| completed_at | timestamp | Yes |
Relationships:
/api/analyzeRun AI on uploaded image
/api/analysesList user analyses
/api/exercisesFetch available exercises
/api/exercises/:id/scoreSubmit exercise
/api/samplesList sample images
No exports
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 180 | 1.2% | $48 | $576 |
| Month 6 | 1,400 | 3.5% | $924 | $11,088 |
Upload images, get guided breakdowns, and improve your scouting accuracy instantly.
Share on ag tech Twitter threads and LinkedIn groups. Offer free Pro to 5 ag student influencers for reviews. Partner with one university's ag drone club for pilot.
Field-level insights
No beginner tools
Educational AI with samples
Anonymized analysis data improves AI specifically for student common errors.
AI crop models maturing; students need hands-on without $1k+ drones/software.
AI accuracy variance
Use fine-tuned models, human validation
AI API costs
Free tier limits, caching
Success: 80% user satisfaction
Success: 2% conv rate
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