Real estate is one of the most competitive local markets on social media. Agents who build strong Instagram and TikTok presences get more leads, close more deals, and dominate their market. But most agents track nothing — they post sporadically and hope for the best.

Whether you're an individual agent, a brokerage managing 50 agents, or a PropTech company, this guide shows you how to use social data to actually compete.

Track Competitor Agents

Every market has top agents on social media. Track them:

const API_KEY = process.env.SOCIAVAULT_API_KEY;
const BASE = 'https://api.sociavault.com/v1/scrape';
const headers = { 'X-API-Key': API_KEY };

async function compareAgents(handles) {
  const results = [];

  for (const handle of handles) {
    // Get Instagram profile
    const profileRes = await fetch(
      `${BASE}/instagram/profile?handle=${encodeURIComponent(handle)}`,
      { headers }
    );
    const profile = (await profileRes.json()).data;

    // Get recent posts
    const postsRes = await fetch(
      `${BASE}/instagram/posts?handle=${encodeURIComponent(handle)}`,
      { headers }
    );
    const posts = (await postsRes.json()).data || [];

    const avgEng = posts.reduce(
      (sum, p) => sum + (p.like_count || 0) + (p.comment_count || 0), 0
    ) / Math.max(posts.length, 1);

    results.push({
      handle,
      name: profile?.full_name || handle,
      followers: profile?.follower_count || 0,
      posts: profile?.media_count || 0,
      avgEngagement: Math.round(avgEng),
      engRate: ((avgEng / Math.max(profile?.follower_count, 1)) * 100).toFixed(2),
      bio: profile?.biography || '',
      website: profile?.external_url || ''
    });

    await new Promise(r => setTimeout(r, 1500));
  }

  results.sort((a, b) => b.followers - a.followers);

  console.log('\nReal Estate Agent Comparison:');
  console.table(results.map(r => ({
    Agent: r.name,
    Handle: `@${r.handle}`,
    Followers: r.followers.toLocaleString(),
    'Avg Eng': r.avgEngagement.toLocaleString(),
    'ER %': r.engRate
  })));

  return results;
}

// Compare agents in your market
compareAgents([
  'ryanseacrest_realestate',
  'theagencygroup',
  'sothebysrealty',
  'your_handle_here'
]);

Analyze What Real Estate Content Works

Different types of real estate content perform very differently:

async function analyzeRealEstateContent(handle) {
  const postsRes = await fetch(
    `${BASE}/instagram/posts?handle=${encodeURIComponent(handle)}`,
    { headers }
  );
  const posts = (await postsRes.json()).data || [];

  const categories = {
    listing_tour: { 
      keywords: ['listing', 'just listed', 'for sale', 'tour', 'walkthrough', 'sq ft', 'beds', 'baths'],
      posts: [], totalEng: 0
    },
    sold: { 
      keywords: ['sold', 'just sold', 'closed', 'congrats', 'new homeowner'],
      posts: [], totalEng: 0
    },
    market_update: { 
      keywords: ['market', 'rates', 'inventory', 'prices', 'mortgage', 'forecast'],
      posts: [], totalEng: 0
    },
    tips_advice: { 
      keywords: ['tip', 'advice', 'mistake', 'first time', 'how to', 'should you'],
      posts: [], totalEng: 0
    },
    personal_brand: { 
      keywords: ['grateful', 'journey', 'why I', 'my story', 'team', 'anniversary'],
      posts: [], totalEng: 0
    },
    neighborhood: { 
      keywords: ['neighborhood', 'area', 'community', 'downtown', 'suburb', 'best place'],
      posts: [], totalEng: 0
    },
  };

  for (const post of posts) {
    const caption = (post.caption?.text || '').toLowerCase();
    const eng = (post.like_count || 0) + (post.comment_count || 0);

    for (const [cat, config] of Object.entries(categories)) {
      if (config.keywords.some(kw => caption.includes(kw))) {
        config.posts.push(post);
        config.totalEng += eng;
        break;
      }
    }
  }

  console.log(`\nContent Performance for @${handle}:`);
  console.log('─'.repeat(65));

  const sorted = Object.entries(categories)
    .filter(([, c]) => c.posts.length > 0)
    .sort((a, b) => (b[1].totalEng / b[1].posts.length) - (a[1].totalEng / a[1].posts.length));

  for (const [cat, config] of sorted) {
    const avg = Math.round(config.totalEng / config.posts.length);
    console.log(`  ${cat.padEnd(20)} ${config.posts.length} posts — avg eng: ${avg.toLocaleString()}`);
  }
}

analyzeRealEstateContent('theagencygroup');

Content Type Performance (Typical)

Content Type	Engagement	Lead Gen Potential
Luxury listing tours	Very high	Medium
"Just Sold" celebrations	High	High (social proof)
First-time buyer tips	High	Very high
Market updates	Medium-high	High (authority)
Neighborhood guides	Medium	High (local SEO)
Personal stories	Medium	Medium
Behind-the-scenes (open houses)	Medium	Low

TikTok for Real Estate

TikTok has become a massive lead gen channel for real estate agents. Track what's working:

async function findRealEstateTrends() {
  const keywords = [
    'house tour million',
    'real estate agent day',
    'first time homebuyer',
    'house hunting',
    'luxury real estate',
    'home inspection fails',
    'dream house tour',
    'closing day realtor'
  ];

  const results = [];

  for (const keyword of keywords) {
    const res = await fetch(
      `${BASE}/tiktok/search/videos?query=${encodeURIComponent(keyword)}`,
      { headers }
    );
    const videos = (await res.json()).data || [];

    const totalViews = videos.reduce((sum, v) => sum + (v.stats?.playCount || 0), 0);

    results.push({
      keyword,
      videos: videos.length,
      totalViews,
      avgViews: Math.round(totalViews / Math.max(videos.length, 1))
    });

    await new Promise(r => setTimeout(r, 1000));
  }

  results.sort((a, b) => b.totalViews - a.totalViews);

  console.log('\nReal Estate TikTok Trends:');
  console.table(results.map(r => ({
    Trend: r.keyword,
    Videos: r.videos,
    'Total Views': r.totalViews.toLocaleString(),
    'Avg Views': r.avgViews.toLocaleString()
  })));
}

findRealEstateTrends();

Brokerage-Level Analytics

For brokerage managers tracking agent performance across social:

async function brokerageReport(agents) {
  const report = [];

  for (const agent of agents) {
    const profileRes = await fetch(
      `${BASE}/instagram/profile?handle=${encodeURIComponent(agent.handle)}`,
      { headers }
    );
    const profile = (await profileRes.json()).data;

    report.push({
      name: agent.name,
      handle: agent.handle,
      followers: profile?.follower_count || 0,
      posts: profile?.media_count || 0,
      postsPerMonth: profile?.media_count ? Math.round(profile.media_count / 12) : 0,
      bio: profile?.biography || '',
      hasWebsite: !!profile?.external_url
    });

    await new Promise(r => setTimeout(r, 1000));
  }

  // Rankings
  const byFollowers = [...report].sort((a, b) => b.followers - a.followers);
  const byActivity = [...report].sort((a, b) => b.posts - a.posts);

  console.log('\n📊 Brokerage Social Media Report\n');
  
  console.log('Top Agents by Followers:');
  byFollowers.slice(0, 10).forEach((a, i) => {
    console.log(`  ${i + 1}. ${a.name} (@${a.handle}) — ${a.followers.toLocaleString()}`);
  });

  console.log('\nMost Active Agents:');
  byActivity.slice(0, 10).forEach((a, i) => {
    console.log(`  ${i + 1}. ${a.name} (@${a.handle}) — ${a.posts} total posts`);
  });

  // Identify agents who need coaching
  const lowActivity = report.filter(a => a.posts < 50);
  if (lowActivity.length > 0) {
    console.log(`\n⚠ Agents needing social media coaching (< 50 posts):`);
    lowActivity.forEach(a => {
      console.log(`  - ${a.name}: ${a.posts} posts, ${a.followers} followers`);
    });
  }

  return report;
}

brokerageReport([
  { name: 'Agent One', handle: 'agent1_realty' },
  { name: 'Agent Two', handle: 'agent2_homes' },
  // Add your brokerage agents
]);

Facebook for Real Estate

Facebook is still the #1 platform for real estate lead generation, especially for local markets and older demographics:

import os
import requests
import time

API_KEY = os.environ["SOCIAVAULT_API_KEY"]
BASE = "https://api.sociavault.com/v1/scrape"
HEADERS = {"X-API-Key": API_KEY}

def analyze_facebook_presence(handle):
    """Analyze a real estate agent's Facebook page"""
    # Get page info
    r = requests.get(f"{BASE}/facebook/profile", headers=HEADERS, params={"handle": handle})
    profile = r.json().get("data", {})
    
    # Get recent posts
    r2 = requests.get(f"{BASE}/facebook/profile/posts", headers=HEADERS, params={"handle": handle})
    posts = r2.json().get("data", [])

    followers = profile.get("followers", 0) or profile.get("follower_count", 0)
    likes = profile.get("likes", 0) or profile.get("like_count", 0)

    print(f"\nFacebook Analysis: {handle}")
    print(f"  Page Followers: {followers:,}")
    print(f"  Page Likes: {likes:,}")
    print(f"  Recent Posts: {len(posts)}")

    if posts:
        total_reactions = sum(p.get("reactions", 0) or p.get("reaction_count", 0) for p in posts)
        total_comments = sum(p.get("comments", 0) or p.get("comment_count", 0) for p in posts)
        avg_reactions = total_reactions // max(len(posts), 1)
        print(f"  Avg Reactions/Post: {avg_reactions}")
        print(f"  Avg Comments/Post: {total_comments // max(len(posts), 1)}")

    return {"handle": handle, "followers": followers, "posts": len(posts)}

# Compare competitor Facebook pages
agents = ["competitor1_realty", "competitor2_homes"]
for agent in agents:
    analyze_facebook_presence(agent)
    time.sleep(1.5)

Use this checklist to evaluate your own social media presence against the data:

Metric	Below Average	Average	Above Average	Top 10%
Instagram followers	<500	500-2K	2K-10K	10K+
Posts per month	<4	4-8	8-15	15+
Engagement rate	<1%	1-3%	3-5%	5%+
Video content %	0%	10-20%	20-40%	40%+
Story frequency	Rarely	2-3/week	Daily	Multiple daily

Agent Lead Gen Strategy

Based on the data patterns we see from successful real estate agents:

Post listing tours as Reels/TikToks — Video walkthroughs consistently get 3-5x more engagement than static photos
Share "Just Sold" posts — Social proof that builds trust faster than any ad
Create neighborhood guides — These rank well on Google AND perform on social
Go live for open houses — Even 5-10 viewers generates real leads
Track your top competitor — Whatever's working for them, adapt it

Real Estate Social Media Analytics: Agent & Brokerage Performance Tracking

Track Competitor Agents

Analyze What Real Estate Content Works

Content Type Performance (Typical)

TikTok for Real Estate

Brokerage-Level Analytics

Facebook for Real Estate

Agent Lead Gen Strategy

Get Started

Found this helpful?

Ready to Try SociaVault?

Real Estate Social Media Analytics: Agent & Brokerage Performance Tracking

Real Estate Social Media Analytics: Agent & Brokerage Performance Tracking

Track Competitor Agents

Analyze What Real Estate Content Works

Content Type Performance (Typical)

TikTok for Real Estate

Brokerage-Level Analytics

Facebook for Real Estate

Real Estate Agent Social Media Checklist

Agent Lead Gen Strategy

Get Started

Related Reading

Found this helpful?

Ready to Try SociaVault?