Feng-GUI Competitive Comparison

Information effective October 2025
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Feng-GUI EyeQuant Neurons Attention Insights Alpha.One DragonflyAI Vizit
In business since 2007
2009
inactive
201820192019 20202020
Development and Remarks Israel, 1st to develop Visual Analytics service. In-house software team
Releasing monthly updates
focus on: all channels
Germany,
Moved to UK.
Development Outsource
focus on: Website optimization
Denmark, Neuroscience services company
raised 6.6M€, acquired startups visualeyes.design and loceye.io
Lithuania, startup, operates in Germany Netherland, startup, renamed expose.io
Erasmus University, Rotterdam
UK, startup, raised 10M£
Black Swan, Queen Mary University of London
USA, startup, raised 30M$
focus on: Creative Optimization of PDP images
Customers Served
(estimation)
~30,000~100~2,000~1,000~100 ~100 ~100
API Partners (estimation) - Customers that integrate the solution into their business ~50 ~10 ~10 unknown none unknown none
Price per Analysis $0.25-$0.05 $10 $8 $1 $0.5 NA NA
Accuracy vs. eye-tracking 92%
MIT verified
not verified not verified 90%
MIT verified
92%
self claim
not verified
not verified not verified
Analyze Web Sites      
Analyze Indoor and Outdoor Signage      
Analyze Print and Packaging      
Analyze Video      
Website Capture          
Analysis
Basic visual features    
Face detection          
Skin detection          
Text detection, in any language          
Custom view type          
Custom view distance      
Auto Create AOIs            
Facial Expressions            
Emotions Approach and Withdraw            
AI Assistant chat        
Insights and Recommendations            
Reports
Heatmap report   attention map
Gaze Plot report         gaze sequence
Focus Map report         Positive & Negative appeal
Areas of Interest report   focal points
Aesthetics report          
Scores
Overall Score
Score of the entire visual
Overall Score = Visibility + Focus + Clarity + Exciting   Neurons Impact score     Attention Score = Visibility(0.5) + Clarity(0.25) + Digestibility(0.25) Vizit, Overall Listing Score
AOI Score
Score of an AOI
Visibility Score      Visibility score Focal point score
Clarity/Complexity Score       Clarity Score  
Focus Score       Digestibility  
Exciting Score            
Balanced Score              
Customization
Custom watermark      
Custom Report Template          
Raw Analysis Data          
API integration        
3rd party plugins   Figma Photoshop, Chrome Photoshop, Figma, Chrome