FYP Checker

The tool analyzes factors that influence For You Page visibility on short-form video platforms and translates inputs into a practical optimization score. It targets content creators, social media managers, and marketing teams seeking data-driven guidance for planning, publishing, and auditing results. Conceptually, the tool treats FYP reach as a composite outcome of signals such as hook quality, caption clarity, hashtag relevance, posting timing, and trend alignment. Users provide a structured set of inputs and receive a numeric FYP_potential score along with ranked recommendations to improve future performance. Core capabilities include a transparent scoring model, signal-level breakdown, scenario-based guidance, and exportable outputs for reporting. Unique value lies in the combination of region-aware adjustments, a concise action list, and a focus on relative improvements rather than absolute guarantees. Typical use cases include pre-production planning to maximize early impressions, post-publish audits to identify underperforming signals, and weekly benchmarking to track progress over time. The tool emphasizes explainability by mapping each input to its weight in the final score and offering actionable steps such as refining hooks, calibrating posting times for a target region, or adjusting hashtags for better relevance. It supports baseline analyses and advanced modes with additional signals for more granular tuning. This enables creators and teams to allocate effort efficiently, test hypotheses quickly, and maintain a data-driven content calendar.