social-intelligence

name	social-intelligence
description	Cross-platform social media intelligence gathering using Agent Reach. Research trends, sentiment, competitive intel, and user insights from Twitter, Reddit, YouTube, XiaoHongShu across 35+ platforms. Use when researching social proof, market sentiment, viral content patterns, or competitive positioning.
domain	research
author	oyi77
license	Apache-2.0
subdomain	research
tags	["social-media","research","sentiment-analysis","competitive-intelligence","trend-monitoring","agent-reach"]
version	1.0.0

Social Intelligence

When to Use

Trigger phrases:

• "What are people saying about X on social media?"
• "Research sentiment around [product/topic]"
• "Find viral content patterns in [niche]"
• "What's trending on Twitter/Reddit/YouTube?"
• "Competitive intelligence on [competitor]"
• "User pain points in [category]"
• "Social proof for [feature/product]"

Use cases:

• Pre-launch market research
• Competitor positioning analysis
• Content ideation from social trends
• Brand sentiment monitoring
• Product feedback aggregation
• Influencer discovery
• Viral hook mining

When NOT to use: Simple single-platform queries (use native tools), when ethical scraping boundaries crossed, when historical data >6 months old (use archived datasets instead)

When NOT to Use

• When the answer is already known and documented
• For time-sensitive decisions that cannot wait for thorough research
• When the topic is outside your domain of competence

Overview

Social Intelligence enables thorough investigation with structured methodology.

Workflow

# Example: Source evaluation
def evaluate_source(url: str) -> dict:
    return {
        "authority": check_domain_authority(url),
        "currency": get_last_updated(url),
        "objectivity": detect_bias(url),
        "accuracy": cross_reference(url),
    }

1. Define question — Clarify the research objective
2. Gather sources — Collect primary and secondary data
3. Analyze — Apply analytical frameworks to findings
4. Synthesize — Combine insights into actionable conclusions
5. Present — Deliver findings in clear, compelling format
6. Archive — Store research for future reference

Source Evaluation