Instagram Page Analysis

Instagram Page Analysis

Description

Get a comprehensive audit of any public Instagram profile — content strategy, engagement metrics, sentiment analysis, brand voice, and posting patterns. See what's performing, 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 Instagram profile metrics (followers, following, bio, verification, business category)
• Evaluate content strategy, themes, and posting patterns across up to 100 recent posts
• Calculate engagement rates with benchmarks by account size and niche
• Perform sentiment analysis on captions and comments
• Assess brand voice, messaging consistency, and visual content themes

Good Query Examples

• "Analyze @nike's Instagram content strategy and engagement trends"
• "How does @starbucks communicate sustainability in their Instagram content?"
• "Evaluate @[creator handle] as a potential influencer partner for our campaign"
• "What content types perform best for @redbull on Instagram?"
• "Audit @[brand handle] — focus on brand voice consistency and audience sentiment"

Bad Query Examples

• "Compare @nike and @adidas on Instagram" → This agent analyzes one profile at a time. Fix: Run two separate analyses and compare the results yourself.
• "Find the Instagram account for Coca-Cola" → This agent needs an exact username or URL, it can't discover accounts. Fix: Look up the handle on Instagram first, then provide it (e.g., @cocacola).
• "What do millennials think about this brand?" → This asks for audience demographics, not an account analysis. Fix: Use GWI Spark for consumer behavior data.
• "Analyze this private Instagram account" → This agent can only access public profiles. Fix: Ask the account owner to make their profile public, or request their analytics directly.
• "Show me what's trending on Instagram right now" → This agent analyzes specific profiles, not platform-wide trends. Fix: Provide a specific Instagram username to analyze.

Limitations

• Public profiles only (cannot access private accounts)
• Analyzes up to 100 recent posts (minimum 10 for meaningful analysis)
• Cannot access Instagram Insights (admin-only analytics data)
• Visual analysis is inferred from captions and hashtags, not from actual image content
• Some posts may have hidden like counts (displayed as "Hidden" in reports)
• Rate limits apply to data collection

Use-Case Ideas

• Influencer evaluation — vet creators before brand partnerships
• Brand audit — assess voice consistency, messaging, and audience response
• Content planning — understand what content types and themes perform best
• Sentiment tracking — see how audiences react to recent content

Input/Output Spec

Input:

• instagram_username or url (required): Instagram username or profile URL (accepts @nike, nike, or full URL)
• max_posts (optional): Number of recent posts to analyze (default: 50, min: 10, max: 100)
• start_date (optional): Only analyze posts after this date (YYYY-MM-DD)
• analysis_goal (optional): Specific focus area (e.g., "sustainability messaging", max 500 chars)

Output:

• Comprehensive report with:
• Executive summary answering your specific question
• Profile overview (followers, bio, verification, business category)
• Engagement rate assessment with benchmarks by account size
• Query-specific analysis (content strategy, brand voice, sentiment — adapts to your question)
• Strategic recommendations
• Full post appendix with dates, types, captions, likes, comments, views, engagement rates, and URLs

Disambiguation Signals

• This agent is ONLY for analyzing specific Instagram accounts — it requires an exact username or profile URL
• Route to GWI Spark when: the query mentions Instagram but asks about who uses it, user demographics, or behavioral patterns (e.g., "What age groups use Instagram the most?")
• Route to Statista when: the query mentions Instagram but asks about market share, revenue, user statistics, or industry data (e.g., "How many monthly active users does Instagram have?")
• Route to Advanced Web Research when: the query mentions Instagram but asks about algorithms, platform features, or business strategy (e.g., "How does Instagram's Reels algorithm work?")
• Route to Ask the Crowd when: the query mentions Instagram but asks for opinions about the platform itself (e.g., "Do people trust Instagram for shopping?")