Madeleine White Fedyk

The @madeleine_white account demonstrates significant scale, with 5.1 million followers and 602.3 million total likes, indicating broad audience reach. Its content achieves an average of 2.44 million views per video across 1,902 posts, reflecting consistent high-impact distribution. The 13.17% engagement rate underscores strong audience interaction, driven by both follower base and substantial like activity.

@madeleine_white’s engagement metrics demonstrate a strong, high-performing account with a 13.17% overall engagement rate, which is above the typical benchmark for most creators. The account’s average of 319,493 likes per video accounts for the majority of this rate, indicating that viewers are consistently drawn to the content and express approval through likes. Shares, at 1,568 per video, further highlight the content’s shareability, suggesting it resonates with audiences who are motivated to distribute it. While comments are lower at 599 per video, they still represent a meaningful interaction rate, though they are proportionally smaller than likes and shares. This balance suggests the audience prioritizes visual or emotional engagement over textual dialogue, which could reflect the nature of the content (e.g., tutorials, entertainment, or inspirational posts). The metrics also reveal a clear pattern of audience interaction: likes and shares dominate, with comments trailing significantly. This skew toward passive engagement (likes, shares) versus active interaction (comments) may indicate that the content is designed for broad appeal rather than fostering discussion. The high share rate, in particular, implies that the audience perceives the content as valuable or relatable enough to recommend to others, which is a strong indicator of content resonance. However, the relatively low comment count could suggest that the content’s primary purpose is to entertain or inform rather than provoke debate or deeper engagement. Overall, the data underscores that @madeleine_white’s content is highly effective at capturing attention and driving viral-like interactions. The combination of high likes, shares, and a robust engagement rate positions the account as a leader in its niche, with a loyal audience that values both visibility and shareability. The lower comment volume, while notable, does not detract from the account’s success, as it aligns with the metrics of a content strategy focused on broad reach and emotional impact rather than niche discussion.

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

@madeleine_white’s content strategy appears to prioritize vlogging and personal storytelling, as evidenced by the repeated use of #vlog (2x) and #Vlog (2x). These hashtags suggest a focus on video content that likely includes lifestyle, personal experiences, or narrative-driven material. The inclusion of niche hashtags like #kbeauty (1x), #koreanskincare (1x), and #skincareroutine (1x) indicates an interest in skincare content, possibly targeting audiences interested in beauty routines or Korean skincare trends. However, the lack of defined primary content categories limits the ability to assess thematic consistency or broader content themes. The strategic use of hashtags reflects a mix of personal branding and product promotion. Tags like #oldwivestales (1x) and #genderpredictions (1x) hint at content exploring personal anecdotes or speculative topics, while #yepodapartner (1x) and #volvoxc90 (1x) suggest potential brand partnerships or product placements. The limited hashtag count (total of 10 unique tags) indicates a focused but narrow approach, with an emphasis on specific niches rather than broad engagement. The absence of data on video definition, engagement rates, or follower demographics further restricts the ability to evaluate the effectiveness of these strategies.

Video Duration Breakdown

Original Sound Usage

Percentage of videos using the creator's own audio