#mofu

If you want to know які товари продавати на Rozetka Prom, start with margin after fees, not the product idea. Rozetka tends to reward tighter category fit and stronger listing discipline; Prom usually gives smaller sellers more room to test breadth, but saturation and ad costs still decide whether you keep profit.

AI-voiced and AI-avatar VSLs are showing up in real offers, but the format that keeps scaling is usually the one that hides the AI better. Voice-led explainers are the cleaner bet; full avatars work when the niche already tolerates a synthetic presenter and the claim stack stays tight.

Freelancing usually wins on odds, traffic arbitrage wins on upside. If you need cash with lower capital and clearer control, freelance work is the cleaner start. If you can fund testing, tolerate drawdowns, and build a system around media buying, arbitrage can outscale it faster but with harsher failure modes.

AI Overviews have pushed a lot of affiliate traffic out of organic search, especially on review-heavy and comparison-heavy queries. The clicks that still show up usually come from high-intent searches, names people already know, and pages that earn a reason to exist beyond repeating product copy.

Slide-first VSLs still beat polished video in a lot of nutra and direct-response funnels because the offer, pacing, and proof sequence do more work than camera polish. B-roll and UGC help when the niche needs fast credibility, pattern interruption, or a human face, but the cheapest visual stack that converts is usually the one that gets to the first proof block fastest.

The best media buyer daily checklist starts with yesterday’s numbers, not today’s ideas. Check spend, CPA, ROAS, and rejection risk first, then make one fast kill-and-scale pass, queue creative for the next test window, and sweep competitors once a day so you spot angle shifts before they hit your account.

Brazilian VSLs are a live operating system, not a look. US affiliates should copy the weekly rebuild cadence, the headline-first page structure, and the filtering logic that separates real traffic from decoys.

Ad intelligence software tracks competitor ads, creative variants, landing pages, and, in some tools, spend estimates or alerts. The right pick depends on channel mix, recency, and whether you need solo research or agency workflow.

Meta's Ad Library API returns structured ad records, not a full archive feed. You usually get creative text, timestamps, page metadata, and a snapshot URL. You do not get the landing-page URL, and spend or reach only appear in the regulated categories Meta documents publicly.

You identify a VSL player by reading the embed source, the player chrome, and the timing controls. VTurb usually points toward a Brazil-first operator or team; Vidalytics usually points toward English-first direct-response, often US nutra. The player is a fingerprint, not proof.