Lilly Samy💋

The account @yourfavlillyxox has 6.1 million followers, indicating significant scale and audience reach. Its videos average 1.66 million views, with a total of 267.7 million likes across 2,244 videos, reflecting strong engagement. The 7.11% engagement rate underscores consistent audience interaction relative to its follower base.

The @yourfavlillyxox account demonstrates strong engagement metrics, with an overall engagement rate of 7.11%, placing it above the typical 5-6% benchmark for TikTok accounts. This rate is driven by an average of 114,763 likes per video, which significantly contributes to the total engagement. The account’s 6.1 million followers provide a large audience base, and the high number of likes per video suggests that content is widely appreciated. However, the average comments per video (2,022) and shares (1,238) are lower relative to likes, indicating that while viewers find the content compelling, they are less inclined to engage through comments or shares. Audience interaction patterns reveal a clear preference for likes over other forms of engagement. The ratio of likes to comments (approximately 56:1) highlights that viewers prioritize quick, positive feedback over deeper interaction. Shares, at 1,238 per video, further suggest that while the content is shareable, it may not consistently drive viral distribution. This could indicate that the audience is more focused on consuming content rather than participating in discussions or redistributing it. The metrics also imply that the account’s content is optimized for broad appeal, with high likes likely stemming from relatable or entertaining content rather than niche topics requiring comment-driven engagement. The metrics collectively indicate that the account’s content resonates strongly with its audience, particularly in terms of visual or emotional appeal. The high likes per video suggest that the content effectively captures attention and evokes positive reactions, which is critical for maintaining follower growth and engagement. However, the lower comment and share rates may signal opportunities to foster more interactive content, such as prompts for audience input or collaborative challenges, to diversify engagement beyond likes. The overall engagement rate of 7.11% underscores the account’s ability to maintain a high level of audience connection, but further analysis of video themes or audience demographics would be needed to refine strategies for deeper interaction.

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

The content strategy for @yourfavlillyxox centers on beauty and makeup-related themes, as evidenced by the dominant use of hashtags tied to the "sheglam" brand or product line. The account’s top hashtags—#sheglam (3x), #sheglamhair (2x), and variations like #sheglamicerevive and #sheglamlikemagicconcealer—suggest a focus on product promotion, particularly for makeup items such as concealers and hair products. The repeated use of "sheglam" variants reinforces brand recognition and aligns with a cohesive identity, likely aimed at driving engagement within niche beauty audiences. The inclusion of #fyp (For You Page) indicates an intentional effort to maximize visibility on TikTok’s algorithmic feed, prioritizing content discoverability. Thematic consistency is evident in the hashtag strategy, which revolves around the "sheglam" ecosystem, emphasizing product-specific content. However, the absence of primary content categories limits insight into whether the account’s video content (e.g., tutorials, reviews, or lifestyle posts) aligns with these hashtags. The limited use of other hashtags (only 1x for most) suggests a narrow focus, potentially reducing diversification of reach. While the strategy effectively builds brand equity through repetition, the lack of category data prevents assessment of content variety or audience segmentation.

Video Duration Breakdown

Original Sound Usage

Percentage of videos using the creator's own audio