BiggerPockets Scraper — Forum Threads, Posts & Investor Leads

🏘️ BiggerPockets Scraper — Real Estate Investor Leads, Forum Threads & Discussions

Extract structured real-estate investing discussions, full forum threads, and B2B investor member profiles from BiggerPockets — the largest real-estate investing community online. Collect paginated forum thread listings, full multi-reply discussions with author usernames and upvote counts, and member lead profiles with investor role (investorType), full name, and location. No login, no coding.

Export to JSON, CSV, Excel, XML, or API for real-estate B2B lead generation, hard-money and DSCR lender prospecting, property-management outreach, market sentiment analysis, and AI/RAG dataset creation.

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⚡ At a glance

Capability	Details
🎯 Primary Target	BiggerPockets (biggerpockets.com) Forums, Discussion Threads & Member Profiles
🧩 3 Record Modes	forum-thread (paginated category listings), thread (full post + all replies), user (member lead profile)
🧲 B2B Lead Signals	Member name, username, userId, investorType (Investor, Agent, Lender, Wholesaler, etc.), location, memberSince, profileUrl
💬 Discussion Depth	Full original post body, commentCount, upvotes, views, plus every reply in posts[] with author, date & upvotes
📈 Scale & Pagination	1,000+ results pagination across forum pages (maxThreadsPerForum: 0 auto-scales with maxItems)
⚡ Prefill Speed	~15–25 seconds for default prefill run over standard Apify Datacenter Proxy
🛡️ Deduplication	Automatic cross-page and cross-forum deduplication by topicId and member handle
📦 Bulk Export	JSON, CSV, Excel (XLSX), JSON Lines, XML, HTML, REST API, KVS OUTPUT mirror, Make, Zapier, n8n

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🔎 Why scrape BiggerPockets?

BiggerPockets is where active real-estate investors, landlords, house flippers, multifamily syndicators, hard-money lenders, real-estate agents, wholesalers, and property managers discuss deals, markets, financing, and operations every day. Millions of threads and public member profiles hold high-intent B2B intelligence that does not exist in traditional property-listing portals.

Collecting this data manually means clicking through dozens of forum pages, opening individual threads one by one, and visiting member profiles to see whether an author is an active investor, agent, or lender in your target city. This BiggerPockets scraper and BiggerPockets data extractor automates the entire workflow in a single run:

• Generate targeted real-estate investor leads — extract member names, usernames, investor roles (Investor, Real Estate Agent, Lender, Wholesaler, Contractor, Property Manager, Syndicator), and city/state locations for B2B sales and partnerships.
• Capture full Q&A discussions at scale — extract the original question alongside every community reply, author handle, timestamp, and upvote count.
• Track market & financing sentiment — monitor what investors are asking about DSCR loans, cap rates, Section 8 rentals, BRRRR deals, short-term rentals, and specific metro markets.
• Build real-estate AI & RAG corpora — feed thousands of verified investor discussions and deal analyses into LLMs, chatbots, and research pipelines.
• Identify community voices & deal partners — spot the most active, highest-upvoted contributors in specific real-estate niches.

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✨ What this BiggerPockets scraper does

You can mix and match all three collection modes in a single run—or run with empty input {} for an instant multi-forum sample:

Record type	Input Source	Extracted Data
forum-thread	forumUrls (includePosts: false)	Fast paginated thread index: topicId, catId, title, category, replies, url, slug
thread	threadUrls or forumUrls + includePosts: true	Complete discussion: title, author, authorUsername, body, location, commentCount, upvotes, views, datePublished, posts[]
user	usernames (handles or profile URLs)	B2B member lead record: name, username, userId, investorType, location, memberSince, avatar, profileUrl

• ✅ Unlocked 1,000+ deep forum pagination — automatically walks forum pages (?page=1, 2, 3…), tolerates transient empty pages, and expands across popular BiggerPockets forums when needed to deliver 1,000+ unique threads.
• ✅ Complete reply arrays (posts[]) — when includePosts is enabled or threadUrls are provided, every reply in the thread is structured with author, authorUsername, text, date, and upvotes.
• ✅ Accurate role vs. location classification — distinguishes 30+ BiggerPockets member roles (Investor, Realtor, Lender, Wholesaler, Flipper, Developer, CPA, Attorney, etc.) from city/state strings so member location and investorType are never mixed up.
• ✅ Low-cost execution — runs cleanly on standard Apify Datacenter proxies without heavyweight browser overhead (~$0.04 per 1,000 items).
• ✅ Run-sync ready — mirrors results to the Key-Value Store OUTPUT key in addition to the default dataset for instant synchronous API integrations.

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🎯 High-value use cases

Persona / Team	How Teams Use This BiggerPockets Data Extractor
🏦 DSCR, Hard-Money & Commercial Lenders	Identify active investors discussing acquisitions, refinances, and bridge loans, then enrich their usernames into member lead profiles.
🏢 Property Management & Turnkey Providers	Find out-of-state landlords asking about specific rental markets (e.g., Cleveland, Memphis, Indianapolis, Houston, Tampa).
🤝 Wholesalers & Deal Sourcers	Build buyer lists of active flippers, rehabbers, and buy-and-hold investors by city and state.
🛠️ PropTech & Real Estate SaaS	Monitor mentions of competing software (property management, deal calculators, landlord banking, CRM tools) and discover pain points.
📈 Real Estate Market Researchers	Analyze thread volume, reply counts, and investor sentiment across categories like Multifamily, Short-Term Rentals, and Creative Financing.
🤖 AI Engineers & Content Strategists	Build domain-specific real-estate Q&A datasets sorted by community upvotes for RAG systems and SEO content research.

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📥 Input parameters

All parameters are optional. Provide forumUrls, threadUrls, usernames, or any combination. If all three are left empty, the actor automatically scrapes a curated set of top BiggerPockets investing forums.

Parameter	Type	Default / Prefill	Description
forumUrls	array<string>	["https://www.biggerpockets.com/forums/311-buying-selling-real-estate"]	BiggerPockets forum or category URLs (e.g., /forums/12-real-estate-investing, /forums/52-rental-property-questions-landlording-issues). Paginates automatically.
threadUrls	array<string>	[]	Direct BiggerPockets topic URLs (/forums/{catId}/topics/{topicId}-{slug}). Returns the full thread and all replies.
usernames	array<string>	["alex1333"] (prefill)	BiggerPockets member usernames or /users/{username} profile URLs. Extracts member lead data (name, investorType, location).
includePosts	boolean	false (default) / true (prefill)	When true, fetches the full discussion (body + posts[]) for every thread discovered via forumUrls. Turn false for ultra-fast 1,000+ thread discovery.
maxThreadsPerForum	integer	0 (default) / 8 (prefill)	Maximum threads to collect per forum URL. Set 0 for automatic/unlimited (governed by maxItems).
maxItems	integer	0	Hard cap on total records saved across all inputs (0 = unlimited, or set 1000, 5000, etc.).
proxyConfiguration	object	{ "useApifyProxy": true }	Apify Proxy configuration. Standard Datacenter proxy is enabled by default and works reliably.

Example 1 — Fast forum + full thread discussions + member lead (Prefill)

{
  "forumUrls": [
    "https://www.biggerpockets.com/forums/311-buying-selling-real-estate"
  ],
  "usernames": [
    "alex1333"
  ],
  "includePosts": true,
  "maxThreadsPerForum": 8,
  "maxItems": 0,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Example 2 — Bulk 1,000+ forum threads across major investing categories

{
  "forumUrls": [
    "https://www.biggerpockets.com/forums/311-buying-selling-real-estate",
    "https://www.biggerpockets.com/forums/12-real-estate-investing",
    "https://www.biggerpockets.com/forums/52-rental-property-questions-landlording-issues",
    "https://www.biggerpockets.com/forums/88-multifamily-and-apartment-investing"
  ],
  "includePosts": false,
  "maxThreadsPerForum": 0,
  "maxItems": 1200,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Example 3 — Enrich a batch of BiggerPockets usernames into B2B investor leads

{
  "forumUrls": [],
  "usernames": [
    "alex1333",
    "benjamino97",
    "bos40"
  ],
  "maxItems": 500
}

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📤 Output schema & field reference

Every dataset item contains a type discriminator (forum-thread, thread, or user). Below are real sample outputs for all three record types:

Sample 1 — type: "thread" (Full Discussion Record)

{
  "type": "thread",
  "topicId": "1280356",
  "catId": "311",
  "slug": "determining-what-is-a-good-deal-on-a-long-term-rental",
  "url": "https://www.biggerpockets.com/forums/311/topics/1280356-determining-what-is-a-good-deal-on-a-long-term-rental",
  "category": "Buying & Selling Real Estate",
  "title": "Determining what is a good deal on a long term rental",
  "author": "Benjamin Orsak",
  "authorUsername": "benjamino97",
  "body": "What metrics do you look for when determining whether a long term rental is worth pursuing?",
  "location": "Houston, Texas",
  "commentCount": 8,
  "upvotes": 2,
  "views": 51,
  "datePublished": "2026-09-23T06:59:30-07:00",
  "dateModified": "2026-09-23T06:59:30-07:00",
  "posts": [
    {
      "author": "Bo Smith",
      "authorUsername": "bos40",
      "text": "The 1% rule is a starting filter, not a decision...",
      "date": "2026-09-23T08:12:00-07:00",
      "upvotes": 3
    }
  ],
  "scrapedAt": "2026-11-10T02:50:00.000Z"
}

Sample 2 — type: "forum-thread" (Fast Listing Card Record)

{
  "type": "forum-thread",
  "topicId": "1318241",
  "catId": "311",
  "slug": "what-makes-a-listing-stand-out-online",
  "url": "https://www.biggerpockets.com/forums/311/topics/1318241-what-makes-a-listing-stand-out-online",
  "title": "What makes a listing stand out online",
  "category": "Buying & Selling Real Estate",
  "replies": 3,
  "scrapedAt": "2026-11-10T02:50:00.000Z"
}

Sample 3 — type: "user" (Member Lead Record)

{
  "type": "user",
  "username": "alex1333",
  "userId": "2187910",
  "name": "Alex S.",
  "investorType": "Investor",
  "location": "Washington, US",
  "avatar": "https://bpimg.biggerpockets.com/no_overlay/uploads/social_user/user_avatar/2187910/1626754325-avatar-alexeys13.jpg?twic=v1/output=image/cover=512x512&v=2",
  "memberSince": "2021-07-01T19:06:20.315-07:00",
  "profileUrl": "https://www.biggerpockets.com/users/alex1333",
  "scrapedAt": "2026-11-10T02:50:00.000Z"
}

💬 Forum & Thread Fields (forum-thread and thread)

Field	Type	Coverage	Description
type	string	🟢 High (100%)	Record discriminator: forum-thread, thread, or user.
topicId	string	🟢 High (100%)	Unique BiggerPockets thread/topic ID (deduplication key).
catId	string	🟢 High (100%)	Numeric BiggerPockets forum category ID (e.g., 311, 12, 52).
slug	string	🟢 High (100%)	URL slug of the discussion thread.
url	string	🟢 High (100%)	Canonical URL to the thread on BiggerPockets.
title	string	🟢 High (100%)	Headline / title of the forum thread.
category	string	🟢 High (100%)	Human-readable forum category name (e.g., Buying & Selling Real Estate).
replies	integer | null	🟢 High (~85%)	Reply count badge displayed on forum-thread listing cards.
author	string	🟢 High (100% on thread)	Display name of the member who started the thread.
authorUsername	string	🟢 High (100% on thread)	BiggerPockets username of the thread author (can be fed into usernames for profile enrichment).
body	string	🟢 High (100% on thread)	Full plain-text body of the original forum post.
location	string	🟡 Conditional	Geotagged city/state on the thread (when tagged by the author) or member's public location on user records.
commentCount	integer | null	🟢 High (100% on thread)	Total number of replies in the thread.
upvotes	integer | null	🟢 High (100% on thread)	Number of upvotes/likes on the original thread post.
views	integer | null	🟢 High (100% on thread)	Total thread view count.
datePublished	string	🟢 High (100% on thread)	ISO 8601 timestamp when the thread was published.
dateModified	string	🟢 High (100% on thread)	ISO 8601 timestamp when the thread was last updated.
posts	array<object>	🟢 High (100% on thread)	Full list of replies (author, authorUsername, text, date, upvotes).

👤 Member Lead Fields (type: "user")

Field	Type	Coverage	Description
username	string	🟢 High (100%)	Unique BiggerPockets member handle.
userId	string	🟢 High (100%)	Numeric BiggerPockets member ID.
name	string	🟢 High (100%)	Member full display name.
investorType	string	🟡 Conditional (~65%)	Publicly listed member role (Investor, Real Estate Agent, Lender, Wholesaler, Contractor, Property Manager, etc.).
location	string	🟡 Conditional (~80%)	Member's publicly listed city and state (e.g., Houston, Texas, Washington, US).
memberSince	string	🟢 High (100%)	ISO 8601 timestamp when the member joined BiggerPockets.
avatar	string	🟢 High (~95%)	URL to the member's profile photo.
profileUrl	string	🟢 High (100%)	Canonical URL to the member's BiggerPockets profile (https://www.biggerpockets.com/users/{username}).
scrapedAt	string	🟢 High (100%)	ISO 8601 UTC timestamp of extraction.

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🔁 Deep pagination & 1,000+ scale

• 25 threads per forum page: BiggerPockets serves 25 threads per ?page=N index page. The scraper automatically starts at ?page=1 and walks upward page by page.
• Transient blank-page resilience: BiggerPockets occasionally serves an empty page mid-sequence while subsequent pages still contain active threads. The pagination engine tolerates up to 3 consecutive empty pages before concluding a forum is exhausted.
• Automatic multi-forum scaling for 1,000+ runs: With maxThreadsPerForum: 0 (the default), per-forum pagination scales automatically to match your maxItems. When you request maxItems: 1000+ with a single forum URL (or empty input), the scraper paginates deep (up to 500 pages) and automatically supplements from popular BiggerPockets forums if the first forum runs out of pages.
• Global deduplication: A shared topicId set ensures that threads appearing in multiple categories or pages are never saved twice.

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⚙️ How to run & two-step investor lead workflow

Two-step B2B Investor Lead Generation Pipeline (Python)

Use Run 1 to harvest active thread & reply authors from a target forum, then pass those authorUsername handles into Run 2 to enrich their full names, investor types, and locations:

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")

# Step 1: Collect discussions from Buying & Selling + Rental Property forums
thread_run = client.actor("haketa/biggerpockets-scraper").call(run_input={
    "forumUrls": [
        "https://www.biggerpockets.com/forums/311-buying-selling-real-estate",
        "https://www.biggerpockets.com/forums/52-rental-property-questions-landlording-issues"
    ],
    "includePosts": True,
    "maxItems": 100,
})

usernames = set()
for item in client.dataset(thread_run["defaultDatasetId"]).iterate_items():
    if item.get("authorUsername"):
        usernames.add(item["authorUsername"])
    for post in item.get("posts", []):
        if post.get("authorUsername"):
            usernames.add(post["authorUsername"])

# Step 2: Enrich all discovered usernames into B2B investor leads
lead_run = client.actor("haketa/biggerpockets-scraper").call(run_input={
    "forumUrls": [],
    "usernames": list(usernames)[:250],
})

for lead in client.dataset(lead_run["defaultDatasetId"]).iterate_items():
    print(f"{lead['name']} (@{lead['username']}) | {lead['investorType']} | {lead['location']}")

Fast 1,000+ Thread Discovery via Node.js

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });

const run = await client.actor('haketa/biggerpockets-scraper').call({
    forumUrls: [
        'https://www.biggerpockets.com/forums/12-real-estate-investing',
        'https://www.biggerpockets.com/forums/311-buying-selling-real-estate',
    ],
    includePosts: false,
    maxThreadsPerForum: 0,
    maxItems: 1000,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Collected ${items.length} unique BiggerPockets threads.`);

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💡 Popular BiggerPockets forum URLs to scrape

Forum Category	URL
Buying & Selling Real Estate	https://www.biggerpockets.com/forums/311-buying-selling-real-estate
General Real Estate Investing	https://www.biggerpockets.com/forums/12-real-estate-investing
Rental Property & Landlording	https://www.biggerpockets.com/forums/52-rental-property-questions-landlording-issues
Multifamily & Apartment Investing	https://www.biggerpockets.com/forums/88-multifamily-and-apartment-investing
Creative Real Estate Financing	https://www.biggerpockets.com/forums/49-creative-real-estate-financing
Starting Out	https://www.biggerpockets.com/forums/48-starting-out
House Flipping & Rehabbing	https://www.biggerpockets.com/forums/67-rehabbing-and-house-flipping
Short-Term & Vacation Rentals	https://www.biggerpockets.com/forums/530-short-term-and-vacation-rental-discussion

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⚠️ Honest limitations

• Public profile fields only: Member profiles expose name, username, userId, investorType, location, memberSince, and avatar. Direct email addresses or phone numbers are not displayed publicly on BiggerPockets member pages.
• Role & location depend on member input: Roughly 65–80% of members list an investorType and location on their public profile; when omitted by the user, those fields are returned as "".
• includePosts: true fetches each thread individually: For fast discovery of 1,000+ thread titles and URLs, set includePosts: false. Enable includePosts: true when you want the full post body and posts[] reply array for each thread.

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❓ Frequently asked questions

Do I need a BiggerPockets account or login cookies?

No. This actor extracts publicly accessible forum threads, replies, and member profiles without requiring any account or login credentials.

How do I collect 1,000+ threads in a single run?

Set maxItems: 1000 (or higher), leave maxThreadsPerForum: 0 (automatic), and set includePosts: false for fast index pagination—or includePosts: true for full thread bodies and replies.

What proxies are recommended?

Standard Apify Datacenter Proxy ({ "useApifyProxy": true }) is enabled by default and works fast and reliably at ~$0.04 per 1,000 records.

Can I scrape specific threads or specific members without scraping a whole forum?

Yes. Leave forumUrls: [] and pass your target threadUrls and/or usernames.

Is the output available via synchronous API calls?

Yes. In addition to pushing every item to the default Apify dataset, the actor writes { count, items } to the Key-Value Store OUTPUT record so run-sync callers receive the data immediately.

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🔗 Related real-estate & B2B scrapers

• Redfin Real Estate Scraper — US property listings, sold prices, and agent contact data.
• Auction.com Foreclosure & REO Scraper — US foreclosure and distressed real-estate investment listings.
• LoopNet Commercial Real Estate Scraper — Commercial multifamily, retail, and industrial properties.
• BBB Business Scraper — Enrich real-estate businesses, contractors, and lenders with phone numbers and websites.

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📋 Changelog

• v1.2 (2026-11) — Unlocked 1,000+ deep pagination across forums (maxThreadsPerForum default changed to 0 = auto-scaled by maxItems, page ceiling raised to 500 pages, automatic multi-forum fallback on empty or single-forum 1,000+ runs, global cross-forum topicId deduplication), and expanded documentation.
• v1.1 (2026-09) — Added breadcrumb category extraction on full thread pages, improved investorType vs. location role disambiguation on member profiles, and added transient blank-page tolerance (emptyStreak >= 3).
• v1.0 (2026-09) — Initial release supporting forum-thread, thread (with full posts[] replies), and user lead profiles.