We have been commercializing predictive attention software with funds from angel investors, commercial revenue, and small business innovation research awards. Once an innovation matures into a product that achieves market fit, we either license it or launch a spin-off to facilitate scaling.

2020 — Visuotactile tests of mental domains
2016 — Assessing psychosis-related deficits based on gaze behavior
2014 — Cognitive testing based on visual paradigms
2010 — Automated Display Optimization Based on Attention Predictions


EyePredict leveraged predictive attention models to provide merchandising solutions. We established the feasibility of predicting what visual elements are likely to get noticed first by comparing our model predictions to visual engagement as measured by eye tracking and mouse clicks. This proof-of-concept led us to commercialize PlaceGage—a software-as-a-service solution that predicts visual engagement. To use it, customers upload an image, mark items of interest, and receive reports with EyePredict scores:

Item Score Meaning
1. Face 100 Very likely to get noticed
2. Van 66 Likely to get noticed
3. Plate 49 May or may not get noticed
4. Magnum 40 Likely not to get noticed
5. Road 14 Very likely not to get noticed

PlaceGage is useful for evaluating the likelihood of “mental clicks” with visual items: products on store shelves or in catalogs, logos in print or outdoor ads, virtual goods, etc. Customers included a Fortune 500 packaging company that offered to license the underlying technology, a multinational market research firm, a multinational produce seller, a national sporting goods chain, a consumer research consultancy, and others.

Market demand for more actionable information than mere predictions led us to develop EPflow: a software solution that enhances viewer engagement with relevant online items by re-positioning them on webpages based on attention predictions. EPflow performs directed search through a very large space of candidate layouts by leveraging PlaceGage as an internal engine to assess each layout and maximize EyePredict scores for relevant items that should get noticed.

A/B tests found strong lifts in key performance indicators (ex: CTR=175%), and in 2016 we licensed our EPflow software to an international web merchant that has been in business for >20 years.

Bonus Features


Software Developers — we want more of you! Our focus is on deliverables and timeframes, meaning that schedule and work environment would be flexible as long as you are available for weekly meetings. We are open to candidates with diverse backgrounds, from graduating students to seasoned professionals.

Ideal Character

  • Open-minded
  • Self-motivated
  • Team-friendly
  • Responsible

Ideal Experience

  • Software startups
  • Unity/Godot, tablet apps
  • Python, PostgreSQL
  • Machine learning, eye tracking


  • Location: anywhere USA
  • Scope: part-time or full-time
  • Compensation: cash and equity


Email us two paragraphs about your motivation and qualifications along with a one-page resume.