Understanding Contest Engagement Metrics: What Brands Actually Measure

Creators often ask us what the scoring algorithm actually looks like. While exact weights vary by contest type, here is the general framework brands use when judging submissions on Proffita.

Engagement rate, not raw reach. A creator with 20,000 followers and a 6% engagement rate will generally outscore a creator with 200,000 followers at 0.3% engagement. Engagement rate = (likes + comments + shares) ÷ reach × 100.

Comment depth matters. Platforms weight genuine comment engagement above likes. Comments that mention the brand, tag friends, or ask questions about the product signal authentic interest. Proffita's scoring detects and discounts emoji-only and bot-pattern comments.

Share velocity in the first 48 hours. Content that gets shared quickly signals high relevance. Early share velocity is especially important on TikTok and Instagram Reels, where it influences the algorithm's distribution decisions.

Platform-specific metrics. YouTube submissions track watch completion rates and click-through to descriptions (relevant for destination URL contests). TikTok and Reels track duets and remixes. X (Twitter) tracks quote-tweets.

The deadline window. Submissions posted with more time before the contest deadline accumulate more engagement. Brands can see when submissions were posted — submitting two weeks before the deadline consistently outperforms last-minute entries.

Brands can customise how much each factor is weighted when they configure a contest. Awareness campaigns prioritise reach; conversion campaigns prioritise link clicks and comments with purchase intent. Understanding a brand's goal before creating helps you match your content to their actual scoring priority.