Seamless — Turn Inspiration Into Instant Purchase

Inspiration shouldn’t be hard to buy

Every time you watch a movie, scroll TikTok, or binge a show, you see outfits that make you think:

“I want that.”

But then the moment passes.
The scene is gone.
The creator isn’t credited.
The brand gets exposure but no attribution.
And you’re left Googling “black jacket actor episode 3” until you give up.

That’s billions of dollars in lost intent.

So we built Seamless.

What is Seamless?

Seamless is a real-time AI shopping assistant that turns anything you watch into a shoppable experience.

When you see something you like on screen, you press a button.

Seamless instantly:

Identifies every clothing item on screen using AI vision
Finds the exact product online
Lets you buy it in one click
Automatically pays the creator who inspired you

No affiliate links.
No promo codes.
No “link in bio.”

Just discovery to purchase to commission in one flow.

How It Works

1. Real-Time Vision Intelligence

We use OverShoot to analyze live video and describe every clothing item visible on screen.

2. Product Matching

OverShoot’s natural-language output is passed to Serpur, which matches each item to real products on the Google Store.

3. Trustless Affiliate Commissions

We use Kairo AI to generate and validate smart contracts that automatically handle creator commissions.

Before any purchase goes through:

The buyer commits the product cost
The store commits the commission
Funds are locked in escrow

Only then does the transaction execute.

No fraud. No chargebacks. No broken affiliate links.

Why Smart Contracts?

Today’s influencer marketing is messy:

Brands delay payments
Creators chase invoices
Affiliate links break
Attribution is unreliable

Seamless replaces all of that with programmable trust.

If a creator inspires a purchase, they get paid automatically.

Engineering Challenges and Wins

Screen Streaming

OverShoot only supports camera and video file input, not live screens.

We built a workaround using an OBS virtual camera, turning the user’s screen into a real-time camera feed.

Item Persistence

OverShoot would re-detect the same items repeatedly, creating duplicate results.

We solved this by appending: DON’T LOOK FOR THIS: {previous_results} to the prompt, preventing duplicate detection and enabling persistent item tracking.

Personalization

Users can customize their profile, including style, budget, and preferences.
This directly influences product matching and ranking, making Seamless smarter the more you use it.