Vunto turns the photo of an object into a structured analysis in four dimensions. Here’s how, step by step, with no shortcuts and no smoke.
Point your camera, frame the object. Vunto checks the photo is usable — light, sharpness, framing — before processing. No tokens spent on a mediocre answer.
One photo, .
Bad photos give bad analyses. That’s why Vunto validates the image before sending it to processing. If it’s blurry, dark, missing a clear subject, or has too much glare, it tells you and asks for another.
It does this on your phone, without sending anything to the server. A small local vision algorithm measures sharpness, contrast, framing, and object presence. If all is well, it shoots. If not, it nudges you to fix it.
A single generalist AI gives mediocre answers. That’s why Vunto splits the work into specialised modules that run in parallel on n8n.
Each has its prompt, its model, and its sources. At the end, a synthesis node gathers everything and returns the report in strict JSON, ready to display.
Categorises and decides which modules to fire. Fast, cheap model.
Deep vision model. Name, category, material, period, maker.
Hits APIs and caches: eBay, Wallapop, Vinted, Mercado Libre, Catawiki, Todocolección.
What it’s for, how it’s used, cultural context when it adds value.
Gathers everything and returns a structured report, ready for the app.
Each block carries its own confidence level. When something can’t be stated with certainty, we say so.
Qué es exactamente.
In your currency and market.
Function and history.
What to do with it.
Vunto identifica y valú con buen margen. Foto clara, objeto reconocible, comparables firmes. Decides rápido.
Vunto has a reasonable hypothesis but asks for a second photo from another angle or of the maker’s mark.
Vunto tells you straight and suggests consulting an expert in person. An honest estimate is more useful than an invented certainty.
Vunto consults several sources depending on where you are and what the object is. These are the usual ones.
Queries are cached between 24 and 72 hours to keep prices fresh without overspending.
The first time is the most revealing: any object, a clear report.
