VeriLens
Desktop browser extension

See trust in every product listing.

VeriLens helps shoppers notice when product photos or clips seem off. We use light visual checks and share clear reasons with a heatmap so people can decide with confidence.

Chrome Web Store Edge Add ons
Real time scan Clear reasons Heatmap view Guidance not verdicts

*VeriLens gives indicators and simple reasons to support better decisions. It does not claim perfect certainty.

Model preview
VeriLens model preview screenshot

Story

Our mission, vision, and values at VeriLens.

M

Mission

Bring trust back to online shopping with fast clear signals when media feels edited.

V

Vision

A marketplace where anyone can check a listing in seconds and shop with calm.

V

Values

  • Transparency We share reasons instead of mystery scores
  • Accessibility Built for everyday shoppers with simple language
  • Responsibility We avoid false alarms and keep results grounded

Why we built VeriLens

Product visuals shape buying choices and AI generated media makes it hard to know what is real. VeriLens gives shoppers clear, quick signals that users can understand without needing any technical knowledge.

Team

Nysa Bhasin Technical cofounder builds the detection logic and extension.

Porsche Chang Creative cofounder shapes the interface and demo. Porsche brings strong creative and editing skills from sports videography and photography.

Model

What happens after someone taps Scan listing.

1

Capture

Find the key listing photos or clips.

2

Check visual consistency

Run light visual checks to spot unusual patterns often linked to heavy editing or synthetic media.

3

Share indicators

Give a risk label with short reasons in plain words.

4

Highlight

Show a color coded heatmap pointing to the areas that look most unusual.

Listing screenshot
Heatmap overlay
Results panel UI

How we describe the model

VeriLens uses a set of lightweight explainable visual checks to flag unusual patterns often linked to heavy editing or synthetic media. We share indicators with brief reasons and a heatmap so shoppers can make informed choices without needing to know technical terms.

Fast

Built for real time use while shopping.

Explainable

Short reasons and a visual heatmap make results easy to read.

Guidance

Safeguards reduce false alarms by looking for natural photo cues.

Feasibility and impact

Built as a working MVP and refined through real shopping runs.

Feasibility

  • Working MVP browser extension that runs on live listings
  • Light CPU friendly checks keep scans quick
  • Explainable results with a score reasons and a heatmap

Impact

  • Reduce misleading purchases and shopping frustration
  • Improve consumer confidence at decision time
  • Promote transparency as AI generated product media grows

How we measure success

  • Test across many listings and adjust to reduce false alarms
  • Listen to shopper feedback to improve clarity
  • Watch adoption and returning users to be sure it stays useful

Roadmap

  • Expand testing across more categories and platforms
  • Improve clarity of reasons and heatmap visuals
  • Explore advanced models for edge cases while keeping the simple flow

Brand

Name, voice, design choices, and the identity behind VeriLens.

Voice

Calm, clear, and friendly. We share gentle cues and always explain why we flagged something.

VeriLens uses a set of lightweight explainable visual checks to flag unusual patterns often linked to heavy editing or synthetic media. We share indicators with short reasons and a heatmap so shoppers can decide with confidence.

Design system

  • Colors Purple navy and white palette
  • Layout Clean sections with dark highlights for focus
  • UI style Simple cards, clear hierarchy, visuals first with plain language
  • Imagery Screenshots heatmaps and simple diagrams

Get VeriLens

Install from extension stores. This product will be available soon.

Chrome Web Store Edge Add ons
Get Now On Chrome Web Store
Chrome Web Store listing preview