Top 10 Free Real Estate Lead Generation Strategies For 2026
Discover 10 powerful strategies for free real estate lead generation. Grow your pipeline with actionable tips on data, SEO, social media, and more.
By James Le
In a market where every dollar counts, the ability to generate a consistent flow of qualified leads without breaking the bank is the ultimate competitive advantage. While paid lead services promise quick results, they often deliver recycled, low-intent contacts that drain your budget and motivation. The most successful real estate professionals understand that true market ownership comes from building sustainable, cost-effective lead generation systems. This is where mastering free real estate lead generation becomes a game-changer, not just a budget-friendly alternative.
This guide dives deep into ten powerful, proven strategies to build your pipeline without spending on ads. We will move beyond generic advice and provide actionable steps for each method, including:
- Channel-by-channel tactics: Specific plays for social media, SEO, community engagement, and more.
- Implementation steps: A clear, concise roadmap to get you started immediately.
- Templates & Scripts: Sample outreach language you can adapt and use today.
- Key Performance Indicators (KPIs): How to measure what's working so you can double down on success.
These principles are not unique to real estate; many industries benefit from similar approaches. For instance, you can learn from how other high-stakes sectors have adopted strategies to stop buying leads and generate your own exclusive pipeline to build sustainable growth.
From leveraging public data to building an unshakeable local brand, the methods in this comprehensive list will help you fill your pipeline, create long-term assets, and scale your business predictably. Let's explore the tactics that will transform your prospecting and put you in direct control of your deal flow.
1. County Public Records Scraping & Data Aggregation
While many agents wait for leads to come to them, one of the most powerful free real estate lead generation strategies involves proactively building your own proprietary database. This is done by systematically scraping and organizing publicly available county records. These records are a goldmine of information, containing details on everything from property deeds and probate court filings to tax liens and code violations.
By tapping into these raw data sources, you can identify distressed property owners and motivated sellers 30-60 days before their properties ever appear on national platforms like Zillow or Redfin. This approach mirrors the foundational data-gathering techniques used by companies like Tab Tab Labs for their Distressed Appointments Engine, allowing you to build a highly targeted list without paying for expensive third-party data services.
How To Implement This Strategy
Start small by focusing on the top 3-5 counties in your service area. Systematically visit their websites (assessor, clerk of court, etc.) to manually collect data.
- Target Specific Triggers: Look for indicators of motivation, such as pre-foreclosure notices, delinquent tax records, probate filings (heirs often need to sell inherited property), and code violations.
- Organize Your Data: Create a simple spreadsheet to track property addresses, owner names, the type of distress, and the date you found the record.
- Find Contact Information: Once you have a list of properties, the next step is to find owner contact details. To get started, you can explore various options in our guide to free skip tracing sites and methods.
- Document Everything: Keep detailed records of your data sources and collection methods. This ensures compliance and helps you refine your process over time. As you scale, consider using Robotic Process Automation (RPA) tools to automate the data scraping process, saving you countless hours.
2. Organic Social Media Content & Community Building
Instead of chasing outbound leads, organic social media allows you to attract them by establishing yourself as a trusted authority in your market. This powerful free real estate lead generation strategy involves consistently creating and sharing valuable content on platforms like LinkedIn, Instagram, and Facebook to build an engaged community. By delivering market insights, educational content, and behind-the-scenes glimpses, you create a magnet for sellers, buyers, and referral partners who feel a genuine connection to your brand.
This approach transforms your social profiles from static business cards into dynamic lead-generation engines. It's about building relationships at scale, so when someone in your network thinks about real estate, your name is the first one that comes to mind. Brands like BiggerPockets have built entire empires on this model, proving that community and content are invaluable assets.

How To Implement This Strategy
Focus on providing value before asking for anything in return. Choose one platform to master first based on your target audience, such as LinkedIn for professional connections or Instagram for a more visual, consumer-focused approach.
- Create a Content Calendar: Plan your content around a simple framework. A great mix is 70% educational (market stats, home-buying tips), 20% promotional (new listings, client testimonials), and 10% personal (community involvement, a day in the life) to humanize your brand.
- Prioritize Engagement: The algorithm rewards interaction. Make it a priority to respond to every comment and direct message within the first few hours of posting. This simple act builds loyalty and boosts your content's visibility.
- Use Storytelling: Instead of a sales pitch, share the story behind a transaction. Talk about the challenges a client faced and how you helped them overcome them. Stories are memorable and create a much stronger emotional connection than facts and figures alone.
- Repurpose Your Content: Work smarter, not harder. A single long-form video can be repurposed into multiple short-form clips for Reels or Shorts, a blog post, a carousel for Instagram, and quote graphics for all platforms. This maximizes your reach without creating content from scratch every time.
3. Referral Network Development & Partnership Programs
While many agents focus on direct-to-consumer marketing, one of the most sustainable free real estate lead generation strategies is building a robust referral network. This involves creating structured, reciprocal relationships with complementary professionals who already serve your ideal clients. These partners, such as mortgage brokers, attorneys, CPAs, and contractors, can become a consistent source of high-quality, warm leads at no direct cost.
The key is to move beyond casual networking and establish formal partnership programs. Instead of relying on hope, you create a system where partners are incentivized to send business your way through mutual referrals, co-marketing opportunities, and exclusive benefits. This transforms your professional circle into a proactive, lead-generating machine, delivering clients who already have a baseline level of trust in you due to the partner's recommendation.
How To Implement This Strategy
Begin by identifying 5-10 strategic partners in non-competing industries who share a similar client base and work ethic. Your goal is to create true partnerships, not just a one-way street for leads.
- Target Complementary Professionals: Focus on mortgage lenders, home inspectors, contractors, property managers, and financial advisors. Also, consider professionals who deal with life transitions, such as divorce attorneys and estate planners.
- Create a Formal Agreement: Draft a simple, one-page referral partner agreement. This document should outline expectations for both parties, the process for sending and tracking referrals, and the commitment to providing excellent service.
- Nurture the Relationships: Schedule regular check-ins, like a monthly coffee or a quarterly lunch, to stay top-of-mind and discuss how you can support their business. The more value you provide them, the more referrals you will receive.
- Track and Acknowledge Everything: Use a simple CRM or spreadsheet to track every referral sent and received. Publicly thank your partners in a newsletter or on social media (with their permission) to showcase the value of the partnership and encourage more collaboration.
- Offer Exclusive Perks: Provide your best partners with value-adds like early access to off-market listings, co-hosted client appreciation events, or custom market reports they can share with their own database.
4. Direct Mail Marketing With Self-Generated Lists
In a digitally saturated world, a well-executed direct mail campaign can cut through the noise and land directly in a homeowner's hands. This classic free real estate lead generation strategy becomes exceptionally powerful when you stop buying generic, overpriced mailing lists and instead use the self-generated data from sources like county public records. Sending targeted physical mail like postcards or letters to prospects you've already identified as motivated allows you to engage with homeowners who may not be active online.
This approach transforms direct mail from an expensive gamble into a precise, cost-effective tool. By combining your own data scraping efforts with physical outreach, you create a powerful, proprietary lead channel. For example, Tab Tab Labs clients regularly generate 8-15 qualified leads per month from 500-1,000 piece mail drops sent to lists they built themselves, targeting specific distress signals like probate or pre-foreclosure.

How To Implement This Strategy
The key to success is pairing a high-quality, self-sourced list with compelling, personalized messaging. Your goal is to demonstrate genuine research and offer a clear solution.
- Personalize Your Message: Include specific property details (address, owner's name, etc.) to show your mail isn't just generic spam. Handwritten elements on the envelope or letter can dramatically increase open rates.
- Design for a 2-Second Skim: Your core message and value proposition must be immediately obvious. Use a bold headline and a clear, singular call-to-action, like a dedicated phone number or a QR code linking to a landing page.
- Implement a Multi-Touch Follow-Up: Plan to call or email prospects 3-5 days after your mail is scheduled to arrive. This integrated approach significantly boosts response rates compared to a single mailer.
- Track Everything: Use unique tracking numbers, QR codes, or landing page URLs for each list source (e.g., probate, tax delinquent). This allows you to accurately measure the ROI of each campaign and refine your targeting over time.
- Negotiate Printing Costs: While the data is free, printing is not. Negotiate volume discounts with local printers to lower your cost per piece as you scale your mail campaigns.
5. Search Engine Optimization (SEO) & Organic Blog Content
While many paid strategies offer immediate but temporary visibility, Search Engine Optimization (SEO) is a powerful method for building a sustainable, long-term asset. This free real estate lead generation strategy involves creating high-quality, keyword-optimized blog content and web pages that rank organically in Google search results. When potential sellers or buyers search for real estate information or solutions, your website appears without any ongoing ad spend, attracting a steady stream of inbound leads.
This approach transforms your website from a digital business card into a lead-generating machine. By consistently publishing content that answers your ideal client's questions, you establish authority and build trust before you ever speak to them. A blog ranking for terms like "how to sell an inherited house in [Your City]" or "best neighborhoods for families in [Your County]" captures motivated individuals actively seeking expert guidance, positioning you as the go-to resource in your market.
How To Implement This Strategy
Effective real estate SEO starts with a focus on local and niche topics where you can compete and win. Instead of targeting broad, highly competitive terms, drill down into specific client needs within your service area.
- Target Long-Tail Keywords: Begin by focusing on lower-competition, long-tail keywords that signal high intent. For example, target "[City] probate property sale" instead of the hyper-competitive "[City] real estate." You can find more ideas in our guide on SEO keywords for real estate.
- Create Localized Content: Develop content that directly addresses local search intent. Write articles like "The Ultimate Guide to Downsizing in [Your Neighborhood]" or "First-Time Home Buyer Mistakes to Avoid in [Your County]."
- Answer Specific Questions: Structure your content to answer common questions your clients ask. Use headings like "How long does it take to sell a home in [City]?" to capture voice search queries and featured snippets.
- Build Local Backlinks: Strengthen your site's authority by getting links from other local businesses, participating in community forums, and getting featured in local news or blogs.
- Optimize Your Google Business Profile: Ensure your GBP is fully optimized with accurate information, photos, and regular posts. This is critical for appearing in local map pack results.
6. Community Involvement & Local Event Sponsorship
Authentic community engagement is a powerful form of free real estate lead generation that builds trust and brand loyalty from the ground up. Instead of just selling houses, this strategy positions you as a dedicated, invested member of the community you serve. By actively participating in local events, joining business organizations, and sponsoring non-profits, you create genuine connections that naturally lead to referrals and inbound inquiries.
This approach transforms your role from a salesperson into a trusted local expert and advocate. When community members see you consistently contributing time and resources, they remember you when they or someone they know needs real estate services. It’s a long-term play that generates high-quality, warm leads from people who already feel a positive connection to your brand.
How To Implement This Strategy
Begin by identifying local organizations and events that align with your brand and attract your ideal clientele. True impact comes from consistent, meaningful participation, not sporadic appearances.
- Choose Strategic Alliances: Join your local Chamber of Commerce, a BNI chapter, or volunteer for a non-profit like Habitat for Humanity. Focus on groups where you can build deep relationships.
- Offer Value, Not a Sales Pitch: Position yourself as a resource. Offer to give a free presentation on local market trends at a business luncheon or host a first-time homebuyer workshop at the community library.
- Seek Leadership Roles: Don't just be a member; aim to join a committee or a board. Increased visibility leads to more authority and a wider network of connections.
- Document and Share: Use your community involvement as content. Post photos from a charity event on social media or write a blog post summarizing a local business meeting to showcase your engagement.
- Follow Up Meaningfully: After meeting someone at an event, send a personalized follow-up message within a week. Reference your conversation to strengthen the connection before adding them to your CRM for long-term nurturing.
7. Video Marketing & YouTube Content Strategy
In today's visually driven market, video content has become an essential tool for free real estate lead generation. This strategy involves creating educational and promotional videos for platforms like YouTube, Instagram, and TikTok to demonstrate expertise, build trust, and capture leads directly from your audience. Unlike static content, video allows you to showcase your personality and connect with prospects on a much deeper level, generating significantly higher engagement and converting viewers into motivated clients.
By consistently producing valuable content, you can attract a loyal following of potential buyers and sellers. For example, many real estate investors with modest YouTube channels (10k-50k subscribers) generate 20-30 qualified wholesale inquiries per month purely from their video content. This approach transforms your marketing from outbound prospecting to an inbound system where leads come to you, already confident in your authority and expertise.
How To Implement This Strategy
You don't need an expensive production studio to get started; a smartphone and good lighting are sufficient. The key is consistent, value-driven content.
- Create Searchable Content: Develop videos that answer common real estate questions. Use keyword-rich titles like "Selling My House in [City] - What to Expect" or "First-Time Home Buyer Tips in [State]" to attract organic search traffic from highly motivated prospects.
- Include a Strong Call-to-Action (CTA): Start and end every video with a clear directive. For example, "If you're thinking about selling in [City], click the link in the description for a free home valuation" or "Text 'DEAL' to my number for off-market properties."
- Optimize for Engagement: Respond to every comment within the first 24 hours to boost your video's ranking in the algorithm. To maximize your video marketing efforts and generate leads without advertising costs, explore these 10 actionable ways to increase YouTube views for free.
- Repurpose and Distribute: Edit your long-form YouTube videos into short, compelling clips for Instagram Reels, TikTok, and YouTube Shorts. This maximizes your reach and directs traffic from multiple platforms back to your primary lead capture funnels.
8. Lead Magnet & Email List Building
Building an email list is one of the most valuable free real estate lead generation activities you can undertake. Instead of "renting" an audience on social media, you own this communication channel. This strategy involves creating a high-value, free resource, known as a lead magnet, that prospects willingly exchange their email address to access. This allows you to build a direct line of communication for nurturing leads at virtually no cost.
Once you have their email, you can systematically build trust and demonstrate expertise through automated nurture sequences. Examples include a free '[Your City] Market Report' that captures seller leads, a 'Property Analysis Spreadsheet' for investors, or a comprehensive 'Home Selling Checklist' for homeowners in the initial consideration phase. The goal is to provide so much value upfront that prospects see you as the go-to expert when they are ready to transact.

How To Implement This Strategy
To start, identify a single, specific pain point your ideal client faces and create a digital resource that solves it. Promote this lead magnet across all your channels, directing traffic to a dedicated landing page.
- Create a High-Value Lead Magnet: Develop a resource that is genuinely useful. This could be a local market analysis, an investment calculator, a neighborhood guide, or a home staging checklist.
- Build a Simple Landing Page: Use a tool like Mailchimp or Carrd to create a landing page with a single objective: email capture. Keep it clean, highlight the benefits of your resource, and make the sign-up form prominent.
- Develop a Nurture Sequence: Plan a series of 7-10 automated emails sent over 4-6 weeks. The initial emails should deliver value and build rapport before you introduce any sales-oriented calls to action. For a detailed guide, see our post on creating an effective real estate email drip campaign.
- Promote Your Lead Magnet: Share your landing page link in your email signature, on social media profiles, at the end of blog posts, and in your YouTube video descriptions.
- Segment and Personalize: As your list grows, segment subscribers based on the lead magnet they downloaded (e.g., buyer guide vs. seller guide). This allows you to send more targeted, relevant follow-up content.
9. Strategic Partnerships With Real Estate Technology Platforms
Another powerful strategy for free real estate lead generation involves leveraging the audience and authority of established real estate technology platforms. Instead of building an audience from scratch, you can form strategic partnerships with PropTech companies, CRMs, and educational platforms to create a symbiotic relationship where you provide value to their users and, in return, receive high-quality leads.
This approach allows you to tap into a pre-existing, targeted audience that is already looking for real estate solutions. By becoming a trusted affiliate, content contributor, or referral partner for platforms like BiggerPockets, Investor Carrot, or various MLS-integrated tools, you position yourself as an expert. This method generates leads by aligning your services with the tools and platforms your ideal clients already use and trust, creating a warm introduction.
How To Implement This Strategy
Begin by identifying 3-5 technology platforms, CRMs, or educational communities that serve your target niche, whether it's first-time homebuyers, investors, or luxury clients.
- Research Partnership Programs: Explore their websites for "Affiliates," "Partners," or "Referral Programs." Look for opportunities that offer lead exchanges, revenue sharing, or co-marketing benefits.
- Provide Reciprocal Value: Don't just ask for leads. Offer to create unique content for their blog, host a joint webinar, or provide an exclusive discount on your services to their members. This builds a genuine relationship.
- Create Dedicated Promotional Funnels: For each partnership, create a specific landing page or intake form. This allows you to track where your leads are coming from and measure the ROI of each relationship.
- Build Relationships with Program Managers: Connect with the partnership or affiliate managers at these companies. A strong personal relationship can lead to exclusive opportunities, higher commission rates, and priority lead access.
- Track and Report Performance: Use tracking links and analytics to monitor the performance of each partnership. Regularly share success metrics with your partners to demonstrate your value and strengthen the collaboration over time.
10. Niche Community Groups & Online Forums Engagement
One of the most authentic and powerful free real estate lead generation strategies is to become an indispensable resource in niche online communities. This involves actively participating in platforms where your ideal clients gather, such as local Facebook groups, specialized Reddit communities like r/RealEstateInvesting, or forums like BiggerPockets. The goal is not to sell, but to consistently provide genuine expertise and build a reputation as the go-to expert.
This approach transforms the traditional lead generation model from outbound hunting to inbound attraction. By generously sharing knowledge and helping members solve their problems, you build deep trust and credibility. Over time, community members will naturally seek you out for professional services and send referrals your way, viewing you as a trusted advisor rather than just another agent. This method generates high-quality, pre-qualified leads who already value your expertise.
How To Implement This Strategy
The key is to lead with value and build relationships before ever asking for business. This requires patience and a genuine desire to help others succeed.
- Select Relevant Communities: Identify 3-5 highly active online groups where your target audience congregates. This could be a local neighborhood Facebook group, a forum for real estate investors, or a private Slack community for local professionals.
- Provide Value First: Dedicate the first 4-8 weeks to pure value-add. Answer questions in detail, share helpful resources, offer unique insights, and engage with other members' posts without any mention of your services.
- Optimize Your Profile: Your profile or bio should subtly signal your credibility. Include your credentials, years of experience, or a link to your professional website, but keep it non-salesy. Let your expertise speak for itself.
- Engage Strategically: Use direct messages to offer further help to individuals who ask relevant questions in the group. Participate in community events or challenges to increase your visibility and build stronger connections with members and moderators. Respect all community guidelines to avoid being seen as a spammer.
Top 10 Free Real Estate Lead Generation Methods — Comparison
| Strategy | Implementation 🔄 | Resources ⚡ | Expected outcomes 📊 | Ideal use cases ⭐ | Key advantages & tips 💡 |
|---|---|---|---|---|---|
| County Public Records Scraping & Data Aggregation | High — technical work, county variance; 4–16 weeks with automation | High — developers/engineers, RPA/APIs, compliance review, hosting | High — exclusive early distress leads; verified proprietary lists | Investors/teams seeking off‑market distressed leads and market ownership | Free authoritative data; start with 3–5 counties, automate gradually, document methods |
| Organic Social Media Content & Community Building | Medium — immediate start but requires consistent cadence (3–6 months to scale) | Low — time, smartphone/tools, occasional design support | Medium — brand authority and inbound leads over time | Agents and consumer‑facing brands building trust and referrals | Focus one platform, content calendar, repurpose assets, respond quickly |
| Referral Network Development & Partnership Programs | Medium — relationship-driven; 6–12 months to consistent flow | Low — time, CRM, events; minor partner materials cost | High — warm, pre‑qualified referrals with strong close rates | Brokerages, teams, investors who value high‑quality referrals | Start with 5–10 partners, formalize agreements, track and thank referrers |
| Direct Mail Marketing with Self‑Generated Lists | Medium — list prep, creative, mailing logistics; 2–4 weeks launch | Medium — printing/postage budget, list maintenance, fulfillment | High — tangible responses (often 2–5%); effective for older/distr. owners | Targeting probation, tax liens, code violations, older demographics | Personalize, sequence touches, include unique response codes/QRs, follow up by phone/email |
| SEO & Organic Blog Content | Medium‑High — steady content + technical SEO; 3–6+ months to show results | Medium — writers, SEO tools, web/developer support | Very High — compounding organic traffic and high‑intent leads over time | Businesses seeking long‑term, searchable lead streams and authority | Target long‑tail/local keywords, use pillar pages, refresh top content regularly |
| Community Involvement & Local Event Sponsorship | Low — immediate start but requires ongoing presence (months to build trust) | Low — time commitment; possible membership/sponsorship fees | Medium — warm local leads, goodwill, local PR | Local agents and brokerages focused on community trust and visibility | Choose relevant organizations, volunteer leadership roles, document activities for marketing |
| Video Marketing & YouTube Content Strategy | Medium — regular production (weekly) and optimization; 2–3 months initial signals | Low‑Medium — smartphone, editing tools, time for filming/editing | Very High — high engagement; compoundable asset attracting qualified leads | Personality‑driven agents/investors and educational channels | Publish consistently, strong CTAs early, repurpose clips for other platforms |
| Lead Magnet & Email List Building | Low — quick setup (2–4 weeks) but needs ongoing nurture | Low — content creation, landing pages, email platform fees | High — owned audience with high ROI when well‑nurtured | Converting website traffic and nurturing cold leads to appointments | Offer high‑value magnets, segment lists, use 7–10 email nurture sequence |
| Strategic Partnerships with Real Estate Technology Platforms | Low — fast to join programs; requires alignment and negotiation | Low — time, co‑marketing assets, tracking systems | Medium — access to partner audiences and potential recurring revenue | Firms seeking scale via platform audiences or affiliate revenue | Vet partners for quality, create dedicated landing pages, track attribution closely |
| Niche Community Groups & Online Forums Engagement | Low — immediate join; high time to build trust (4–12 weeks) | Very Low — time investment; no heavy monetary cost | Medium — targeted warm leads and reputation within niche | Niche investors, local agents, specialized audiences | Join 3–5 communities, provide value first, avoid overt selling, follow up privately |
From Free Leads to Market Domination: Your Next Move
You've just navigated a comprehensive playbook filled with powerful, no-cost strategies for free real estate lead generation. We've moved beyond generic advice, exploring ten distinct and actionable pathways to build a sustainable pipeline of clients. From the data-driven precision of scraping public records to the relationship-centric power of community building and referral networks, you now have the tools to stop paying for leads and start creating your own proprietary deal flow.
The journey from a new agent to a market leader is paved with consistency. The tactics outlined in this guide, including local SEO, video marketing, and strategic partnerships, are not quick fixes. They are foundational pillars that, when executed with diligence, create a powerful and compounding effect on your business. You've seen how to transform raw public data into targeted direct mail campaigns and how to turn a simple blog post into a long-term organic lead magnet.
Key Takeaways and Your Strategic Next Steps
The central theme is clear: ownership. Owning your lead sources means you are no longer dependent on expensive third-party platforms with shared, low-intent leads. Mastering just one or two of these free methods provides a significant competitive advantage, insulating your business from market fluctuations and rising advertising costs.
Here is your action plan to move from theory to implementation:
- Choose Your Battlefield: Don't try to implement all ten strategies at once. Review the list and select two or three that genuinely align with your skills, personality, and local market dynamics. Are you a data-savvy analyst? Start with public records. A natural connector? Focus on building your referral network and community presence.
- Commit to Consistency: The true power of free real estate lead generation is unlocked through relentless execution. Dedicate specific blocks of time in your calendar each week to your chosen strategies. Whether it's writing one SEO-optimized blog post, creating two short-form videos, or reaching out to five potential referral partners, consistency is non-negotiable.
- Track, Measure, and Optimize: For each strategy, define your Key Performance Indicators (KPIs). For SEO, it might be organic traffic and keyword rankings. For email marketing, it's open rates and click-through rates. For community events, it’s the number of meaningful conversations and contacts added to your CRM. Use this data to refine your approach, doubling down on what works and adjusting what doesn’t.
The Bridge From Free to Scalable
While these methods are free in terms of monetary cost, they require a significant investment of your time and energy. Manually scraping county records, nurturing leads across multiple platforms, and creating consistent content can quickly consume your schedule, pulling you away from high-value, dollar-productive activities like negotiations and closing deals.
The initial phase is about proving the concept. You use these free strategies to generate your first consistent batch of leads and validate your market approach. Once you have a working system, the next logical step isn't to hire a large team, but to embrace intelligent automation. The ultimate goal is to build a system that generates opportunities for you, not a second job that requires your constant manual input. This is the critical transition from being a real estate agent to a true business owner who leverages systems for growth. When you're ready to make that leap and turn your proven manual process into an automated growth engine, you'll be positioned for market domination.
Ready to scale your lead generation without sacrificing your time? Tab Tab Labs helps top real estate professionals automate the entire process, from acquiring proprietary data to nurturing leads and setting qualified appointments. Stop working for your leads and let our AI-powered growth engine work for you by visiting Tab Tab Labs to see how we can build your automated deal pipeline.