Send Viktor a list of sites and the product you are comparing. He sends back one sheet with pricing, specs and fabrication for every match.
Viktor asks a few setup questions, shows you a first result, then keeps it running
Already use Viktor? Open in Viktor. Nothing sends until you press enter.
Words in [brackets] are yours to fill in. Viktor asks for anything else he needs.
Takes your list of competitor sites and the product you are comparing
Finds every matching product on each site
Records each product's details and its link, one row per product
Puts it all in one Google Sheet and marks anything he could not find instead of guessing
Reruns the same sites when you ask and marks what changed
We take the comparisons Viktor finished and the hours each takes by hand. Half of that counts. Hours use the full hourly cost of whoever does the work today.
Example with typical numbers, not a customer result.
Estimate: 2 comparisons a month x 8 hours by hand x 0.5 = 8 hours. At $54.10 an hour, about $430 a month.
True Classic: competitor research in under an hour. Before: 5 days.
Needs
Google Sheets or ExcelAlso uses
Slack or Microsoft Teams
Google Drive
Notion1 comparison sheet, 1 skill with the columns you compare
The first sheet in the same conversation, once you send the sites.
More use cases
Every morning Viktor checks orders, stock and listings, fixes what you approve and hands you one short list.
Runs on a schedule
TWL set up 12 scheduled workflows in 15 days, replacing about 2 hours a day of work across 5 people, and found 3 unlogged pricing decisions on the first audit.
Tell Viktor what your team copies between the store, sheets and accounting; he builds the automation, tests it on real data and keeps it running.
Runs when something happensTWL set up 12 scheduled workflows in 15 days, replacing about 2 hours a day of work across 5 people, and found 3 unlogged pricing decisions on the first audit.
Every weekday Viktor reads Meta and Google against your Shopify orders, flags waste and broken tracking, and changes nothing without your OK.
Runs on a schedule
170 of 531 paying ecommerce stores on Viktor already run a version of this (as of 15 Oct 2026).
Pick one outcome and
hand it over today.
Paste a use case into Viktor. He asks what he needs and shows you a first result in the same conversation.
