Visual Intelligence: How Brands Win in Short-Form Video Feeds
Oleg Tagobitsky Oleg Tagobitsky

Visual Intelligence: How Brands Win in Short-Form Video Feeds

In the age of TikTok, Instagram Reels, and YouTube Shorts, attention has become the scarcest commodity. Brands have only seconds to make an impression, and in these fleeting moments, logos and visual cues matter more than words. This blog explores how visual intelligence — powered by AI-driven logo recognition — gives executives a new way to measure and strengthen their brand’s presence in short-form video feeds. By tracking “visual share-of-voice,” leaders can benchmark against competitors, validate campaign ROI, and align with rising search trends, transforming chaotic scrolls into actionable insights and lasting advantage.

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Automated NSFW Detection: The 2025 Content-Safety Playbook
Oleg Tagobitsky Oleg Tagobitsky

Automated NSFW Detection: The 2025 Content-Safety Playbook

In 2025, content safety is no longer optional — it’s mission-critical. As short-form videos, livestreams and user-generated content explode across platforms, companies must build smarter, faster NSFW detection pipelines to stay compliant, protect users and earn trust. This playbook dives deep into the $9 billion content moderation market, explains the precision/recall trade-offs that every developer faces and shares actionable strategies to cut false positives without slowing uploads. Whether you're scaling with ready-to-go APIs or planning custom AI solutions, this guide gives you the roadmap to lead in the next generation of digital safety.

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