Snapshot Analysis & Reviews

How to inspect client check-in photos using the optical zoom lens, review 6-point AI scores, leave feedback notes, and mark scans as reviewed.

The Snapshot Analysis Page is your primary coaching workspace for evaluating client check-in scans. Here you can inspect high-resolution photos with an optical zoom lens, review AI body composition scores, check the client’s habits on the day of the scan, leave coaching feedback, and mark the check-in as reviewed.

What’s on the Review Screen

The page is designed to let you evaluate everything in one place:

Photo Viewer & Optical Zoom Lens: Full-resolution scan with a magnifying lens for close inspection.
6-Point AI Scores & Stats: Objective breakdown of muscle development, body fat percentage, and FFMI.
Same-Day Habit Checklist: See if the client hit their water, protein, and workout goals on scan day.
Client Notes & Coach Comments: Read client notes and send coaching feedback straight to their phone.
Mark as Reviewed Button: Stamp the check-in as complete and clear it from your queue.

1. High-Resolution Photo Viewer & Optical Zoom Lens

Displays the client’s submitted front-facing check-in photo in full resolution.
Optical Zoom Lens: Move your cursor over any part of the photo to magnify that area. This makes it easy to inspect muscle definition, abdominal striations, vascularity, and posture up close without pixelation or blurriness.

2. 6-Point AI Computer Vision Scores

Each scan is evaluated by our AI vision model to give you an objective breakdown across six areas on a 1.0–10.0 scale:

Metric	What It Measures	Coaching Application
Overall	Overall Development	A composite score combining conditioning, symmetry, and muscle mass.
Potential	Genetic Muscular Frame	Structural frame and bone-structure assessment estimating overall muscular ceiling.
Definition	Muscle Separation	How clearly muscle bellies, striations, and contours stand out.
Proportion	Aesthetic Balance	Upper-to-lower body balance, torso length, and shoulder-to-waist ratio.
Conditioning	Leanness & Dryness	Overall dryness, subcutaneous water level, and skin tightness.
Vascularity	Vein Prominence	Surface vein visibility across the arms, shoulders, and midsection.

3. Body Composition & Physical Stats

Estimated Body Fat % Range: Displays the lower and upper estimated body fat bounds (e.g., 11.5% - 13.0%).
Fat-Free Mass Index (FFMI): Evaluates lean muscular development relative to height, allowing you to track true muscle gain independent of fat loss.
Weight & Height: The client’s recorded weight and height at the exact time of the scan.

4. Same-Day Habit Checklist

Next to the scores, this card shows the client’s habit completion on the day they took the scan:

See whether the client hit their water, protein, sleep, steps, and workout goals that day.
Helps you quickly understand if changes in dryness or fullness are related to water intake or missed nutrition.

5. Client Notes, Coach Feedback & Marking Reviewed

Client Check-In Notes

Read any notes the client included when submitting their scan (such as energy levels, pump quality, digestion, or workout performance).

Coach Comments

Type your coaching feedback and instructions in the Coach Comments box:

As soon as you click Post Comment, a push notification is sent to the client’s phone, letting them know their coach has reviewed their check-in and left notes.
Comments remain attached to this scan permanently so you and the client can review past feedback anytime.

Marking the Scan as Reviewed

Once you’re done evaluating the scan:

Click the Mark as Reviewed button.
The scan badge updates from Unreviewed to Reviewed.
The dashboard stamps your coach name and the exact date and time (e.g., Reviewed by Coach John on Nov 3, 2026, 4:15 PM).
The scan is automatically removed from the Review Queue.