๐Ÿ‘ค Active Shooter Profile:
๐Ÿ”ข Session #1 ๐ŸŽฏ Series #1 โœ‹ Right-Handed ๐Ÿคฒ Two-Handed ๐Ÿ“ 25m ๐Ÿ’ฅ 9mm Luger ๐ŸŽฏ ISSF 25m Precision
โœ๏ธ Edit Profile Settings
TenShotAI Logo TenShotAI: AI Target Coach โ€ข Precision Marksmanship & Analytics

TenShotAI: AI Target Coach
Precision Marksmanship & Analytics

Human-Centric Precision: Unlike fixed computer algorithms that misread torn paper or overlapping holes, TenShotAI: AI Target Coach & Marksmanship โ€” Human precision marking meets intelligent biomechanical group analysis. TenShotAI puts you in full control to select and mark your own shot locations during practice. Combine human marking precision with master AI biomechanical diagnostics, MOA/MRAD extreme spread analytics, and trend tracking.

0.01 MOA
Group Precision Metric
100%
Overlapping Hole Accuracy
50+
ISSF & Bullseye Target Presets
Real-Time
AMU Biomechanical AI Coach
TenShotAI High-Tech Target Shooting Analytics Software Interface
๐Ÿ” Click image to expand | High-Tech AI Bullseye Grouping Analysis & Real-Time Analytics Dashboard
๐Ÿ–๏ธ
Human Touch + AI Intelligence

You Select the Shots. AI Delivers the Master Coaching.

Fully automated computer recognition algorithms can be inaccurate on torn paper targets, keyhole hits, or overlapping bullet clusters. TenShotAI is built around human control: shooters manually mark exact shot positions and select which shots to evaluate during practice sessions. Receive targeted, customized AI biomechanical coaching tailored specifically to your chosen shotsโ€”combining human touch with AI intelligence.

๐ŸŽฎ Interactive Feature Demo

Try Interactive Click-to-Mark Live Simulator

Click anywhere on the sample bullseye target below to place bullet holes in real-time. Experience instant sub-pixel coordinate tracking, extreme spread calculation, and live AI diagnostic recommendations.

๐ŸŽฏ Live Simulator Output Metrics
0
Shots Marked
0 / 0
Total Score
0 px
Extreme Spread
Centered
MPI Bias
๐Ÿค– AI Marksmanship Diagnostics:
Click anywhere on the sample target to place shot markers and generate instant biomechanical feedback.
โœจ Key Platform Capabilities

Engineered for Precision Marksmanship & Target Analytics

Explore high-precision target analytics, AI-driven biomechanical diagnostics, density heatmaps, and session-over-session trend tracking.

AI Marksmanship Trend Analysis
๐Ÿ“ˆ Historical Progress
๐Ÿ“ˆ

AI Marksmanship Trend Analysis

Track your shooting precision across days, weeks, and months with automated group size contraction charts. Monitor MOA and MRAD extreme spread trends, identify windage/elevation drift patterns, and evaluate performance progress over time.

Biomechanical AMU Clock-Face Diagnostic Wheel
๐ŸŽฏ Biomechanical AI
โฑ๏ธ

Clock-Face Diagnostic Wheel

Leverage 12-sector radial diagnostics based on Army Marksmanship Unit (AMU) principles. Pinpoint exact shooting errors including recoil anticipation, trigger finger joint placement, wrist lock breakdown, and heel pressure for both right and left-handed shooters.

Mean Point Density Heatmap & Spatial Clustering
๐Ÿ”ฅ Spatial Density
๐Ÿ”ฅ

Mean Point Density Heatmap

Visualize bullet impact concentration using high-resolution kernel spatial density heatmaps. Instantly distinguish true shot cluster core density from isolated flyers, revealing hidden sub-grouping behavior and center-of-impact consistency.

Multi-Target Side-by-Side Comparison
โš”๏ธ Load Development
โš”๏ธ

Multi-Target Comparison

Compare target photos side-by-side to evaluate load development recipes, powder charge variations, bullet weight performance, and optic zero shifts. Instantly contrast extreme spread, MPI offsets, and group tightness across targets.

Target Performance Metrics & Advanced Statistics
๐Ÿ“Š Analytics Suite
๐Ÿ“Š

Target Performance Metrics

Access comprehensive numerical analytics including sub-pixel group size, extreme spread in millimeters, MOA & MRAD, center-of-impact (MPI) coordinates, and score ring point breakdowns for official competition target scoring.

โš™๏ธ Optic Calibration
๐ŸŽฏ

Optic Sight Zeroing Engine

Calculate exact scope turret click corrections in 1/4 MOA, 1/8 MOA, 0.1 MRAD, or ISSF diopter clicks. Bring your shot group dead center on the bullseye with single-click accuracy.

โ“ Frequently Asked Questions

Everything You Need to Know About TenShotAI Target Analytics

What is TenShotAI Target Shooting Analytics & AI Coach?
TenShotAI is an advanced web-based target shooting analytics application that processes target photos to detect bullet hole positions, calculate score rings, compute extreme spread (in millimeters, MOA, and MRAD), and deliver real-time biomechanical marksmanship recommendations.
Why does TenShotAI rely on user-selected shot marking instead of fully automated computer algorithms?
Automated computer algorithms often misread torn target paper, keyhole impacts, or overlapping bullet clusters. More importantly, effective practice requires a human touch: shooters need the flexibility to select specific shots to evaluate during training (e.g. isolating a specific 5-shot string or excluding warm-up shots). With TenShotAI, shot locations are determined by user selection, ensuring AI coaching advice is customized specifically for your chosen shots rather than fixed computer guesses.
How does the AI Coach diagnose shooting errors?
The AI Coach evaluates Huber-weighted Mean Point of Impact (MPI) offset and shot group dispersion against the U.S. Army Marksmanship Unit (AMU) diagnostic wheel. It adapts recommendations for left-handed vs right-handed shooters and one-handed (ISSF) vs two-handed (Action/Tactical) stances.
Does TenShotAI support Black Powder & Muzzleloader shooting?
Yes! TenShotAI includes specialized protocols for black powder revolvers (.44/.36 Cap & Ball) and single-shot target pistols (.50/.45/.32 Muzzleloader), accounting for extended lock-time follow-through (~150ms ignition latency) and ramrod compression consistency.
How do I calculate MOA and MRAD sight adjustment clicks?
After uploading target photos and defining your target preset or distance (e.g. 25m), TenShotAI automatically calculates optic sight correction clicks (e.g. 1/4 MOA, 0.1 MRAD, or ISSF Diopter) to bring your group center to bullseye X.

Ready to Master Your Precision Marksmanship?

Start analyzing your target photos today with sub-pixel shot detection, MOA group sizing, and AI stance coaching.

๐Ÿ“ค
Upload New Target
Click to browse target image files
๐Ÿ“ Image Storage Folders
๐ŸŽฏ Target Shooting Images
๐Ÿ” Zoom:
๐Ÿ“ Rotate:
Mode: Shot Marking
Target Analysis Image
Target 1 of 1
๐Ÿ’ก Interactive Click-to-Mark: Click anywhere to place shots (supports overlapping shots). Hold Left Click or use ๐Ÿ—‘๏ธ Delete Mode to remove.
๐Ÿ“Š Target Performance Metrics
Total Score
--
Shot Count
--
MPI Offset
--
Group Size
--
๐ŸŽฏ CEP (50% Group)
--
๐Ÿ›ก๏ธ R95 (95% Group)
--
๐ŸŽฏ Shot Score Log
# Score Offset (X, Y) Dist (px) Action
No shots loaded
๐ŸŽฏ Optic Zero Correction 1/4 MOA clicks
No correction needed
๐Ÿค– Biomechanical AI Coach & Clock-Face Wheel Sector: Center
โœ‹ Right-Handed
Handedness Profile
๐Ÿคฒ Two-Handed
Stance / Grip
โšก Centerfire
Ignition Lock-Time
๐Ÿคฒ Support Clamping Force: 70% โ˜๏ธ Trigger Isolation: 30%
๐ŸŽฏ 12-Sector AMU Marksmanship Error Wheel
(Click any sector to view specific biomechanical diagnosis & drill)
Select a target image to view AI marksmanship recommendations.
TenShotAI Logo TenShotAI Menu
ยฉ 2026 Analyze and Grow Ltd