Scoreboard OCR Meets Logo Metrics: Context Matters
Oleg Tagobitsky Oleg Tagobitsky

Scoreboard OCR Meets Logo Metrics: Context Matters

Sponsors don’t pay for minutes on screen — they pay for moments. This post shows how reading the live scoreboard with OCR and fusing it with logo analytics turns generic “screen time” into impact time tied to goals, timeouts, penalties, and late-game drama. You’ll see why context changes valuation math and how three board-ready KPIs — Impact-Adjusted Exposure Seconds (IAES), moment-filtered vSOV, and impact-adjusted CPeS — defend rate cards, reduce make-goods, and shift spend to higher-yield assets. We outline a pragmatic rollout: start with ready APIs (OCR, Brand Recognition, Image Anonymization), prove pricing lift on a short pilot, then add custom rules for your league and workflows. The outcome is a moment-based sponsorship product backed by audit-ready evidence — and a clearer path to ROI.

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E-Sports Overlays: Measuring Virtual Brand Presence
Oleg Tagobitsky Oleg Tagobitsky

E-Sports Overlays: Measuring Virtual Brand Presence

Esports overlays — virtual billboards, HUD bugs, replay wipes — now command real budgets, and they deserve stadium-grade measurement. This post shows how to turn gameplay and broadcast footage into qualified exposure seconds using modular computer-vision blocks (logo recognition, OCR, object detection, anonymization), then roll those seconds into two board-ready KPIs: vSOV (visual share of voice) — how much of the screen you truly owned — and CPeS (cost per exposure second) — what you paid for that ownership. Grounded in current IAB gaming guidance, the framework helps publishers and sponsors price, verify, and optimize inventory across titles, proving value with auditable numbers — and giving leadership a practical path to faster deals, cleaner renewals, and better unit economics.

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From Highlights to ROI: Annotating Sponsor Moments
Oleg Tagobitsky Oleg Tagobitsky

From Highlights to ROI: Annotating Sponsor Moments

Sports highlights don’t just drive views — they can prove sponsorship ROI. This post shows how auto-tagging the exact seconds when a goal and a sponsor logo share the frame turns highlights into commercial evidence. Editors receive ready-made, brand-sorted clips with Screen Time baked in for instant social; commercial teams get standardized KPIs — vSOV, Exposure Score (area × position × clarity), and Cost per Exposure Second (CPeS)—to price, defend, and optimize deals. We outline a pragmatic path: assemble fast with ready vision APIs (logo recognition, OCR, anonymization), then tailor models for your venues to cut costs and lift accuracy. The result is faster distribution, cleaner make-goods, and board-level proof that turns highlights into revenue.

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Real-Time Dashboards: Logo Metrics in the Broadcast Truck
Oleg Tagobitsky Oleg Tagobitsky

Real-Time Dashboards: Logo Metrics in the Broadcast Truck

Producers can’t optimize what they can’t see. This post shows how real-time dashboards in the broadcast truck turn sponsorship from a next-day report into a live, revenue lever. Using low-latency, edge-AI pipelines, we push Screen Timeand visual Share of Voice (vSOV) to tablets in under two seconds — so directors can rebalance LED rotations, cue lower-thirds, and protect rate cards during the game. You’ll get an executive blueprint for the on-truck architecture, the quality-weighted metrics that stand up in negotiations, and a pragmatic build-vs-buy path that combines ready services — such as a Brand Recognition API — with targeted customization. The outcome: fewer make-goods, stronger auditability, and mid-game yield management that compounds across a season.

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Esports Logo Analytics: Beyond Streamer Shout-Outs
Oleg Tagobitsky Oleg Tagobitsky

Esports Logo Analytics: Beyond Streamer Shout-Outs

As esports commands global audiences rivaling the NBA and Champions League, sponsorship strategy is entering a new era of transparency. Traditional shout-outs and impression counts can no longer justify seven-figure investments. Today’s leading brands demand hard metrics — precisely how long, where, and how often their logos appear on screen. Thanks to AI-powered logo analytics and frame-by-frame exposure tracking, executives can now translate every second of digital visibility into actionable business intelligence. This article explores how advanced computer vision unlocks measurable ROI, empowers data-driven negotiation, and gives brands a clear edge in the rapidly evolving world of competitive gaming.

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