Prompt Analytics

What actually works?

Data-driven insights from 6,805 classified AI-generated images. Learn which models, styles, and prompt lengths drive the most engagement.

Total Images

6,805

With Prompts

6,232

92% of total

Avg Views

2,155

per generation

Top Model

AI Influencer

by total views

Top Category

Fantasy

Fantasy & Creative

Model Distribution by Category

Which models are used most in each image category

Avg Engagement by Model

Average views per generation, sorted by performance

Optimal Prompt Length

Average views by prompt character count range. Bar opacity = image volume.

Visual Style Distribution

Breakdown of all images by classified visual style

Reference Image Impact on Engagement

Average views for generations with vs without reference images, by category

Lighting × Mood Heatmap

Number of images at each lighting + mood combination. Darker = more images.

Swipe to view full table

Lighting \ MoodWarmColdDramaticIntimateEnergeticNostalgicDarkClean
Studio
45
15
35
26
11
6
19
92
Natural
145
28
69
41
52
62
36
96
Flash
2
2
1
2
Moody
1
6
43
13
1
7
71
Neon
2
2
11
2
12
1
21
Backlit
1
1
15
1
4
Fewer
More