Facebook AI Comment Analysis
Find a Facebook page to generate a comment analysis for. Note this free version only works with organic, if you would like to run a larger report, or include ads you must make an account.
Boka
Comment Analysis Report
Health/beauty
Data from Oct 19, 2024 to Dec 12, 2025
Sentiment Distribution
Score Breakdown
General Analysis
The strongest finding is the widespread customer concern over product ingredient transparency and safety, especially regarding nano-hydroxyapatite content and toxic elements like lead and mercury. Many users express frustration about lack of clear communication, delayed orders, and recurring subscription issues, which detracts significantly from overall trust. However, there are positive comments appreciating the toothpaste’s efficacy and flavor options, and a sizable portion of comments are neutral questions seeking clarification or additional information. The brand could substantially improve its reputation by addressing transparency concerns, improving customer service, and actively engaging with consumer inquiries.
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Six skimmable audience signals from posts and comments
Cross-channel signals
Public reputation and audience activity beyond Facebook comments
Facebook comments express ingredient curiosity and sensitivity needs clearly.
Google reviews are unavailable for further insight.
Instagram activity shows consistent engagement and strong interest in family-friendly benefits.
Calculated from up to 12 recent public posts returned by Meta; hidden counts are excluded.
Negative Comments