100x Engineers
May 24, 2026
Project Face Off: AI Tool Predicting Website Conversions at Adobe Summit
Key Takeaways
- 1Project Face Off uses AI to simulate user behavior and predict website conversion rates before launch, eliminating the need to spend on ads to test landing pages
- 2The tool creates synthetic users based on target audience profiles to interact with websites like real customers
- 3Project Face Off won Adobe Summit Sneaks, Adobe's innovation showcase featuring experimental product ideas with potential for future integration into Adobe's suite
- 4The event featured seven finalist teams pitching innovative solutions, including design file management and automated mood board generation tools
- 5Many experimental projects showcased at Adobe Summit demonstrate practical functionality that surpasses some existing commercial tools
Chapters
1. Project Face Off Overview
An AI tool that enables AB testing of websites before launch by creating fake users based on target audience profiles to predict conversion rates without ad spend
2. Adobe Summit Sneaks Competition
Project Face Off won Adobe's experimental innovation showcase where seven teams pitched futuristic product ideas, with the winner receiving a championship belt
3. Other Innovative Projects
Competing projects included an automatic design file management system eliminating version duplication problems and an AI tool generating mood boards and visual identity guides from existing brand assets
4. Value of Innovation Showcases
Events like Adobe Summit Sneaks reveal emerging product ideas and experimental features that often demonstrate practical value exceeding established commercial tools
Glossary
- AB Testing
- Comparing two versions of a website or marketing element to determine which performs better with users
- Landing Page
- A standalone webpage designed to receive traffic from ads or marketing campaigns with the goal of converting visitors into customers
- Adobe Summit Sneaks
- Adobe's experimental innovation showcase where internal teams pitch futuristic product ideas that could eventually become real features
- Conversion Rate
- The percentage of website visitors who complete a desired action, such as making a purchase or signing up
- Synthetic Users
- Artificially created user profiles based on target audience characteristics used to simulate real user behavior