Point
Aim at a real object. Local vision understands its look, material, and style.
Spatial commerce, made human
See it. Size it.
Know it fits.
Point your phone at something you love, find real products like it, measure the space, and preview your pick at true scale—before you buy.
ARCore•Private local vision•Real dimensions
0.72 m
0.68 m
Fits your space
Closest matchArlo Lounge Chair
$129 · 96% match
Verified size28.3 × 26.8 in
SHOP WHAT YOU SEE✦MEASURE THE MOMENT✦
PREVIEW AT TRUE SCALE✦BUY WITH CONFIDENCE✦
SHOP WHAT YOU SEE✦MEASURE THE MOMENT✦
Four moves, one confident choice
From “I like that” to
“it fits right here.”
Find
Search live shopping results for visually similar products at the right price.
Measure
AR measures the available footprint and compares it with verified product dimensions.
Preview
Generate the selected product in 3D and place it at real-world scale.
The answer before checkout
No tape-measure math.
No return-label regret.
YOUR SPACE
✓
It fits—with room to breathe.
8 cm clearance on width · 11 cm on depth
Purposeful integrations
Every sponsor tool
does a real job.
AR and GPU reconstruction stay close to the phone. Durable services run remotely when configured—and gracefully fall back when they are not.
MongoDB Atlas
Saves sessions, selected products, dimension evidence, and fit history—not bulky 3D files.
Optional · local fallback activeBackboard
Remembers useful shopping preferences and goals across conversations without replacing local session memory.
Optional · session fallback activeElevenLabs
Turns concise shopping-agent answers into voice, with the original text always available.
Optional · text fallback activeVultr + .tech
Hosts this public companion experience and non-GPU services while the demo laptop handles SF3D.
Deployment-readyChecking optional service status…
Built at HackGT 13
Your room already knows the answer.
Will It Fit? lets the product prove itself before your card ever leaves your wallet.
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