--- title: "AI Agent: What is the Review Facebook Posts Agent and how do you use it?" last_updated: "2026-04-22T11:28:25.603Z" category: "AI Agents" canonical_url: "https://maybeclients.com/h/maybe-help-centre/ai-agent-what-is-the-review-facebook-posts-agent-and-how-do-you-use-it" help_centre: "Maybe* Help Centre" --- # AI Agent: What is the Review Facebook Posts Agent and how do you use it? ## What This Maybe* AI Agent Actually Does Review Facebook Posts is a governed AI Agent that helps marketing teams understand what is working on Facebook, what is not, and what to do next. It turns Page-level post data and comment signals into clear summaries, comparisons, and practical recommendations you can use in planning, reporting, and optimisation. It operates in visible task states so you stay in control: - Drafting: it assembles the right date ranges, metrics, and cut of posts. - Ready for review: it presents findings, outliers, and draft recommendations. - Executing: it produces the final snapshot, breakdowns, and plans. - Paused: it stops safely if it cannot access the correct Page, date range, or metric definition. Governance is deliberate: Review Facebook Posts prioritises accurate interpretation and will pause rather than guess when context is missing. ## What This Maybe* AI Agent Does Not Do Review Facebook Posts does not: - Post, edit, boost, or delete content on your behalf. - Access Pages you do not have permission to view, or bypass Facebook permissions. - Make compliance decisions legal, medical, financial claims or approve creative on behalf of your brand. - Promise causal certainty it can surface patterns and hypotheses, not guarantees . - Identify individual people from commenters or provide personal profiling. ## What Can Review Facebook Posts Do? ### Access, scope, and review setup This system helps you get started by showing which Facebook Pages you can access, pulling quick KPI snapshots for a selected page, and reviewing recent posts to give you an overall sense of performance within a chosen timeframe. ### Performance ranking and benchmarking It allows you to evaluate what’s working by highlighting top-performing posts, identifying content that outperforms your usual averages, comparing results across different periods, and spotting underperforming posts with insights into why they may not have landed well. ### Reach, engagement, and anomaly detection You can dig deeper into performance by finding posts that reached a large audience but didn’t engage them, flagging unusual spikes in reactions or shares, and tracking comment trends over time to identify patterns or anomalies. ### Content mix and format diagnostics It breaks down your results by content type, helping you understand which formats and topics drive the most engagement, while also identifying posts that may need stronger hooks or captions to perform better. ### Cadence, timing, and consistency You can optimise your posting strategy by identifying the best times to post and reviewing how consistently you’ve been publishing content over a given period. ### Comment and qualitative insight It also helps you understand audience sentiment by summarising comments on specific posts and highlighting the main themes in the conversation. ### Planning and next-step recommendations Finally, it turns insights into action by suggesting a clear keep/stop/start content plan, identifying posts that supported specific campaign goals, and generating ideas for future posts based on what’s performed best. ## 20 Tasks To Get You Started “Facebook: List the Pages I have access to so I can pick which one to review.” --- “Facebook: Review posts on {page_name} from {date_range} and summarize overall performance.” --- “Facebook: Show the top {number} posts from {date_range} on {page_name} by {metric}.” --- “Facebook: Find posts on {page_name} with high reach but low engagement in {date_range}.” --- “Facebook: Compare performance for {page_name} between {date_range_1} and {date_range_2}.” --- “Facebook: Break down {page_name} results in {date_range} by post type photo/video/link .” --- “Facebook: Identify the best day/time to post for {page_name} based on {date_range}.” --- “Facebook: Pull the lowest-performing posts on {page_name} in {date_range} and why they may have underperformed.” --- “Facebook: Summarize comment volume trends on {page_name} across {date_range}.” --- “Facebook: For post {post_id}, summarize the comments and the main themes.” --- “Facebook: Flag posts on {page_name} in {date_range} that sparked unusual spikes in reactions or shares.” --- “Facebook: Create a simple content ‘keep/stop/start’ plan for {page_name} using insights from {date_range}.” --- “Facebook: Tell me which topics {topic_list} performed best on {page_name} in {date_range}.” --- “Facebook: Audit our Facebook posting consistency for {page_name} during {date_range}.” --- “Facebook: Show me posts on {page_name} in {date_range} where engagement rate beat our usual average.” --- “Facebook: For {campaign_name} on {page_name}, identify posts from {date_range} that best supported {goal}.” --- “Facebook: Summarize what content formats drive the most comments for {page_name} in {date_range}.” --- “Facebook: Find posts on {page_name} in {date_range} that look like they need better hooks or captions.” --- “Facebook: Give me 5 next-post ideas for {page_name} based on the top performers from {date_range}.” --- “Facebook: Pull a quick KPI snapshot for {page_name} in {date_range}: {metric_1}, {metric_2}, {metric_3}.” --- ## Task Example Walkthroughs ## Task Example Walkthrough: overall performance review with KPI snapshot Prompt Used “Review Facebook Posts, review posts on {page_name} from {date_range} and summarise overall performance. Then pull a KPI snapshot: impressions, reach, and engagement rate.” Task State Drafting → Ready for review → Executing Output - A one-page performance summary what improved, what declined, what stayed stable - KPI snapshot for {metric_1}, {metric_2}, {metric_3} across {date_range} - Top drivers and drags: which posts most influenced results - 3 prioritised actions for the next cycle creative, cadence, targeting assumptions The Problem This Solves Teams often have raw numbers but no narrative. Reporting becomes a spreadsheet exercise, not decision support. What the Review Facebook Posts Does It gathers the right set of posts for {date_range}, evaluates performance patterns across chosen KPIs, and translates them into a clear summary you can drop into a weekly update or monthly report. What Comes Back A concise summary plus a list of supporting posts winners, underperformers, anomalies with the metric that made them stand out. When the Review Facebook Posts Pauses - If {page_name} is ambiguous multiple Pages with similar names - If {date_range} is missing, unclear, or overlaps reporting periods you define differently - If your metrics are undefined for example, “engagement” can mean reactions only vs total interactions How to Start Share {page_name}, {date_range}, and the three KPIs you care about most. ## Task Example Walkthrough: high reach, low engagement diagnosis and hook fixes Prompt Used “Review Facebook Posts, find posts on {page_name} with high reach but low engagement in {date_range}. Then identify which ones likely need better hooks or captions and explain why.” Task State Ready for review with thresholds → Executing Output