Facebook Page Analysis

Get a full audit of any public Facebook page — content strategy, engagement metrics, post performance, and posting patterns. See what content types drive the most engagement, how the audience responds, and where there's room to improve. Reports are tailored to your specific question and include a full post-by-post appendix.

Core Capabilities

• Analyze Facebook page metrics (likes, followers, category, about)
• Evaluate post performance across up to 100 recent posts (likes, comments, shares)
• Calculate engagement rates with Facebook-specific benchmarks
• Identify content themes, posting patterns, and top/bottom performing posts
• Generate reports in the same language as your query

Good Query Examples

• "Analyze Nike's Facebook page for content strategy"
• "What content types get the most engagement on RedBull Facebook page?"
• "Analysiere die Facebook-Seite von BMW" (German — report will be in German)
• "Audit https://www.facebook.com/Starbucks/ — focus on posting frequency and audience engagement"

Bad Query Examples

• "Compare Nike and Adidas Facebook pages" → This agent analyzes one page at a time. Fix: Run two separate analyses and compare the results yourself.
• "Find the Facebook page for Tesla" → This agent needs an exact page URL, it can't discover pages. Fix: Look up the page on Facebook first, then provide the URL (e.g., https://www.facebook.com/Tesla).
• "What do millennials think about Facebook?" → This asks for audience demographics, not a page analysis. Fix: Use GWI Spark for consumer behavior data.
• "Analyze this Facebook group" → This agent only works with Facebook pages, not groups or personal profiles. Fix: Provide a public Facebook page URL.
• "What's trending on Facebook right now?" → This agent analyzes specific pages, not platform-wide trends. Fix: Provide a specific Facebook page URL to analyze.

Use-Case Ideas

• Content strategy review — understand what content types and themes perform best
• Engagement analysis — identify top and bottom performing posts and why
• Posting patterns — find optimal posting frequency and timing
• Brand audit — assess messaging, voice, and audience response
• Pre-campaign research — understand a brand's current Facebook presence before planning

Limitations

• Facebook pages only (not groups, personal profiles, or other platforms)
• Public pages only (cannot access private or restricted pages)
• Analyzes up to 100 recent posts (minimum 10 for meaningful analysis)
• Cannot access Facebook Insights (admin-only analytics data)
• Text-based analysis only — cannot analyze images or video content directly
• Rate limits apply to data collection

Input/Output Spec

Input:

• facebook_url (required): Facebook page URL to analyze (e.g., https://www.facebook.com/nike/)
• max_posts (optional): Number of recent posts to analyze (default: 50, min: 10, max: 100)
• analysis_goal (optional): Specific focus area (e.g., "engagement tactics", "content types", max 300 chars)

Output:

• Comprehensive report with:
• Page overview (name, followers, likes, category, date range)
• Executive summary answering your specific question
• Query-specific analysis (adapts to your question — content strategy, engagement, posting patterns, etc.)
• Methodology note with confidence level and engagement formula
• Full post appendix with dates, types, descriptions, likes, comments, shares, engagement rates, and URLs

Disambiguation Signals

• This agent is ONLY for analyzing specific Facebook pages — it requires a Facebook page URL
• Route to GWI Spark when: the query mentions Facebook but asks about who uses it, user demographics, or behavioral patterns (e.g., "What age groups are most active on Facebook?")
• Route to Statista when: the query mentions Facebook but asks about market share, revenue, user statistics, or platform data (e.g., "How many monthly active users does Facebook have?")
• Route to Advanced Web Research when: the query mentions Facebook but asks about algorithms, platform features, or business strategy (e.g., "How does Facebook's ad targeting work?")
• Route to Ask the Crowd when: the query mentions Facebook but asks for opinions about the platform itself (e.g., "Do people trust Facebook with their data?")