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Signal-Based Outbound Campaigns

5 Signal-Based Outbound Campaigns You Should Be Running Right Now (With the Exact Workflows Behind Each One)

Yannick Kok

Yannick Kok

26 min read
Signal-Based Outbound Campaigns
In this post:
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As you opened this article we’d like you to forget about the vague intent scores you get from third-party intent data vendors like Bamabora as well as their reports that say “someone from this IP address read an article about CRM”. That’s just noise. 

In this post, we’re going to show you five signal-based outbound campaigns we’ve actually built and run. You’ll see the exact workflows behind them, the tools we use, and the results we get from them. 

So, a signal is an event that indicates a company is entering or approaching a buying window for what you sell. 

And when we say signal-based outbound, we’re talking about a specific, observable event that tells you this company needs your solution right now, or will need it very soon, and you can reach out with that exact context.

When you build outbound campaigns around signals, everything changes. It makes your outreach timely and your messaging more relevant. It’s that simple, and your reply rates reflect it. 

Signal-based outbound campaigns with specific context consistently achieve 15 to 25% reply rates, and when you stack multiple signals, that number climbs to 25 to 40%. Compare that to cold outbound sitting at 1 to 5%.

Here, at Nebor, signal-based outbound is at the core of what we build for clients.  

We build automated workflows that continuously monitor the buying signals that matter for your specific business, enrich the data, find the right contacts, and trigger personalized outreach in real time. 

These systems run every single day on autopilot, and they get smarter over time.

So, let’s get started. 

Campaign 1: How we scrape LinkedIn job postings every day to identify companies that need help building pipeline

This is a campaign we run for ourselves at Nebor, and it’s responsible for generating a significant number of our own clients. The logic is simple.

The signal and why it matters

When a company posts a job opening for an SDR, a BDR, or a Sales Development Manager, that tells you something very specific about their situation. 

It means they’re either struggling to build a pipeline with their current team and need more capacity, or they’re scaling their sales organization and need infrastructure to support it. 

Either way, they’re a company that might need exactly what we offer: GTM systems, outbound automation, and revenue operations infrastructure.

This signal is strong because it’s public, it’s timely, and it directly correlates with the pain point we solve. 

The company is literally advertising that they need help with pipeline generation. They just don’t know yet that instead of hiring another person, they could build a system that generates pipeline at a fraction of the cost.

The exact workflow

Here’s how we built it.

Step 1: Scrape LinkedIn job posts daily using PhantomBuster or Apify 

We set up a PhantomBuster or Apify agent that searches LinkedIn for job postings matching specific criteria: titles containing SDR, BDR, Sales Development Representative, Business Development Representative, or Sales Development Manager. 

The scraper runs every morning at 9 AM automatically and mostly goes through the European and American markets. It captures the company name, the job title, the job description, the location, and the posting URL.

Step 2: Push the scraped data into Clay via n8n webhook

PhantomBuster sends the results to n8n, which processes the data and fires it into a Clay table via webhook. Each new job posting creates a new row with all the scraped information.

Step 3: Deduplicate and filter 

Clay checks the incoming companies against our existing client list and active deal pipeline to avoid contacting companies we’re already working with or talking to. 

We also filter by company size and geography to make sure the company matches our ICP.

Step 4: Enrich the company record

Clay runs enrichment to pull firmographic data: company size, industry, website, LinkedIn page, funding status. This helps us segment and personalize.

Step 5: Find the right contacts

We use LeadMagic.io, LeadsFactory.io, and Findymail through Clay to find the hiring manager (usually the VP of Sales or Head of Revenue) and the department head (usually the CRO or CEO at smaller companies). 

We run waterfall email verification through BounceBan and DeBounce to make sure every address is deliverable.

Step 6: Generate personalized messaging

Using Clay’s native LLM integration (Claude or ChatGPT), we generate a personalized email for each lead. 

The message references the specific job posting and connects it to the problem we solve. The AI handles the drafting. We handle the strategy, the segmentation, and the relevance.

Step 7: Push to outreach tool 

We push the qualified leads with verified emails into Instantly for automated email sequences. 

We run a three-step sequence: the initial signal-based message, a follow-up that adds a case study or specific example, and a final touch that offers a low-commitment next step.

Why this works

This campaign runs every single day without anyone pressing a button. New job postings get captured within hours of being published. 

Our outreach lands in the hiring manager’s inbox while they’re actively thinking about their pipeline problem. The message is timely, relevant, and specific. It doesn’t feel like a cold email because it’s directly tied to something the company is doing right now.

Campaign 2: How we monitor industry news via RSS feeds to reach property developers before their competitors do

This is a campaign we built for a client that sells AI-powered furnishing solutions for property developers. 

Their product helps developers furnish large residential and commercial projects faster and more cost-effectively using AI-driven design and procurement.

The signal and why it matters

When a real estate publication reports on a new property development project, that’s a buying signal for our client. 

The developer is going to need furnishing solutions. The question is whether our client reaches them first or whether a competitor does.

The timing advantage here is everything. Property development projects have long lead times. 

If you reach a developer when the project is first announced, you’re talking to them while they’re still planning and evaluating vendors. 

If you wait until they’re further along, they’ve already made their decisions.

The exact workflow

Step 1: Configure n8n.io or Clay to monitor RSS feeds from the target publications 

We identified the publications that cover new development projects in our client’s target markets: Multi-Housing News, Chicago Yimby, Property Week, and several other regional real estate journals. 

We set up n8n with RSS feed readers to monitor the feeds from these publications, checking for new articles every 2-hours.

Step 2: Filter articles using keyword matching

Not every article on these sites will be relevant. So, our n8n workflow runs an initial keyword filter looking for terms like:

  • new development, 

  • mixed-use project,

  • residential construction,

  • ground-breaking,

  • lease signed,

  • and similar phrases that indicate a new project announcement. 

Only articles matching these criteria get forwarded.

Step 3: Push matching articles into Clay via webhook 

Articles that pass the filter land in a Clay table as new rows. Each row contains the article title, URL, publication source, and the date.

Step 4: Use Claygent to analyze the article and extract structured data 

This is where Clay’s AI capabilities do the heavy lifting. 

We prompt Claygent to read each article and extract specific information: the developer name, the project name, the project size (number of units or square footage), the location, the estimated completion date, the architect if mentioned, and any other relevant project details. 

Claygent also searches the web for additional information about the project to confirm the signal and gather more context.

Step 5: Classify the lead as hot or cold

Based on the extracted data, we classify each lead. A hot lead has confirmed project details with a clear timeline and identifiable developer. A cold lead shows future potential but lacks confirmed details. This classification determines the outreach approach and urgency.

Step 6: Enrich the developer’s company record 

Clay enriches the company with firmographic data: company size, other active projects, headquarters location, website, LinkedIn page.

Step 7: Find the right decision-makers

We use LeadsFactory.io and Clay’s enrichment integrations to find the people at the development company who handle procurement, design, or project management for furnishing and interior fit-out decisions. 

We target roles like VP of Design, Director of Procurement, Head of Development, or Project Manager.

Step 8: Verify contacts and generate personalized outreach

Email verification through waterfall enrichment (BounceBan, DeBounce, ZeroBounce). Then LLM-generated messaging through Clay that references the specific project: the project name, the location, the scale. 

The message positions our client’s AI furnishing solution as directly relevant to the project the developer just announced.

Step 9: Push to CRM and trigger outreach

Hot leads go directly into the CRM with full context and into an outreach sequence. Cold leads enter a nurture track for monitoring.

Why this works

This works so smoothly in the background that the client doesn’t even know an article has been published until they get a reply from an interested developer. 

The system captures the signal, processes it, finds the right person, and sends the outreach automatically. 

Every morning, new opportunities flow in without anyone doing manual research or reading industry news. 

The outreach references a specific project the developer is actively working on, which makes it feel like a personal, researched email rather than a cold blast.

Campaign 3: How we track Fortune 500 financial announcements to reach CFOs at exactly the right moment for a tax solutions client

This campaign is for a client that helps enterprise companies optimize their tax positions through incentive programs and strategic tax planning.

The signal and why it matters

When a Fortune 500 company reports a significant profit margin increase in their quarterly earnings, that’s a buying signal for tax optimization services.

 A company that just had a big quarter has more reason to invest in maximizing their tax position. They have the budget, the urgency, and the incentive to optimize.

This signal is powerful because it’s public (earnings reports are filed with regulators and covered by financial media), it’s quantifiable (you can see the actual numbers), and it directly correlates with the need for our client’s service. 

A CFO who just reported record profits is thinking about tax exposure. That’s quite likely and it’s the exact moment to reach out with a solution.

The exact workflow

Step 1: Set up Apify to monitor Fortune 500 financial announcements 

Apify is a tool that tracks public company events and social media activity. 

We configure it to monitor Fortune 500 companies for earnings announcements, specifically looking for companies that report major profit margin increases compared to the previous quarter or year-over-year.

Step 2: Push triggers into Clay 

When APify detects a matching event, it sends the data into Clay via webhook. Each trigger includes the company name, the financial details (revenue, profit margin change, earnings per share), the announcement date, and the source link.

Step 3: Filter and qualify 

We prompt Clay to filter the incoming triggers against our client's ICP criteria. We know that not every Fortune 500 company is a fit. We filter by industry, geography, and whether the company falls within sectors where our client’s tax incentive solutions apply.

Step 4: Enrich and find the right contacts 

For qualified companies, we find the CFO, VP of Tax, VP of Finance, or Head of Tax Strategy. These are the decision-makers who care about tax optimization and have the authority to engage with our client’s services. 

We use LeadsFactory.io, LeadMagic, FullEnrich, and Findymail for contact discovery, followed by email verification through BounceBan and DeBounce.

Step 5: Generate context-rich outreach

The LLM inside Clay generates messaging that references the specific earnings report. Of course we don’t make this a mere generic congratulations. 

We make it a message that connects the profit margin increase to a specific opportunity.

Step 6: Push to outreach tool 

Qualified leads with verified contacts go into an email sequence through Instantly. Given the enterprise nature of these prospects, we keep the sequence short and high-value: two emails maximum, both heavy on relevance and light on pressure.

Why this works

Here again, the timing is perfect. The CFO just reported strong numbers. Tax optimization is top of mind. And the outreach arrives with specific context about their financial performance. 

This doesn’t feel like cold outreach. It feels like someone who pays attention to their business and has a relevant idea.

Campaign 4: How we monitor event platforms to find companies hosting events with exhibitors and sponsors for an event tech client

This campaign was built for ExpoGenie, a client that provides event sponsor and exhibitor management software. Their product helps companies that host events manage their booth sales, sponsorship packages, and exhibitor relationships.

The signal and why it matters

The signal here is straightforward: a company hosting an event with exhibitors and sponsors is a potential customer for event management software. 

The more exhibitors and sponsors they manage, the more likely they need a dedicated platform to handle it.

The challenge is finding these companies (with those specific attributes with the “right time” component). 

They’re not listed in any standard B2B database under companies that host events with exhibitors. 

You need to go to the source: event listing platforms where these events are actually published.

The exact workflow

Step 1: Scrape event listing platforms using Apify

We identified 10times.com, Cvent, and several other niche event directories as the best sources for our client’s ICP. 

We set up Apify scrapers to crawl these platforms and pull event data: event name, organizer company, location, number of exhibitors, number of sponsors, event date, and whether the event uses a digital floor plan or PDF-based booth planning.

Step 2: Push scraped data into Clay

The event data flows into Clay from the Apify API. Each event creates a row with all the scraped details.

Step 3: Filter and qualify 

This is where it gets interesting. Not every event is a fit, so, we need to filter on several criteria. 

  • Does the event have exhibitors? 

  • Does it have sponsors? How many? 

  • What techn does the organizer currently use for floor planning? 

The logic is imple. If they use an interactive digital floor plan, that means a competitor’s product is already in place. 

And if they use a PDF-based floor plan, that's our opportunity because it signals they’re managing the process manually or with basic tools.

We built logic in Clay to detect this distinction. The scraper captures whether the event listing shows an interactive floor plan or a static PDF. This single data point changes our entire outreach approach.

Step 4: Enrich the organizer company 

Clay enriches the event organizer with firmographic data. We pull company size, website, LinkedIn page, and other events they organize. If one organizer runs multiple events, that multiplies the opportunity.

Step 5: Find the right contacts 

We target roles like Event Director, Head of Sponsorships, VP of Events, or Exhibitor Sales Manager using our enrichment stack (LeadMagic, Findymail, LeadsFactory, FullEnrich) with email verification through BounceBan and ZeroBounce.

Step 6: Generate personalized messaging

The outreach references the specific event, the number of exhibitors or sponsors, and the pain point. For events using competitor products, we take a different angle focused on switching costs and feature advantages.

Step 7: Push to outreach and run the sequence

Qualified leads go into Instantly for email and HeyReach for LinkedIn outreach. The sequence runs across both channels.

Why this works

Before this system existed, ExpoGenie’s three-person team in Pakistan spent their days manually hunting through event websites and sending maybe 30 emails on a good day. Months of manual effort produced almost nothing.

After we deployed this system, the results were dramatic. 55 unique clients generated within 90 days. 30% of total lead inflow coming from the automated system. Complete coverage of their entire addressable market. 

All running on autopilot while their competitors were still manually browsing event directories one by one.

The key insight here is that the data source was never Apollo or ZoomInfo. It was a niche industry platform that nobody else was scraping. The signal (hosting events with exhibitors) was specific to this business and invisible to anyone using generic B2B databases. 

That’s what makes signal-based campaigns so powerful: the right signal for your business might come from a source your competitors haven’t thought of.

Campaign 5: How we track job changes and former champion movements to re-engage warm contacts at new companies

This is one of the most underrated signal-based campaigns, and it’s one of the highest-converting workflows we build for clients.

The signal and why it matters

When someone who previously bought your product, championed your solution internally, or was a key contact at a client company moves to a new organization, that’s one of the strongest buying signals in B2B. 

That person already knows your product. They already trust your team. They experienced the value firsthand. And now they’re at a new company that probably needs the same solution.

Research consistently shows that the new VP window (the first 30 to 90 days after a leader starts a new role) is one of the highest-converting moments in B2B sales. 

New leaders bring new budgets, new priorities, and a mandate to make changes. If they had a positive experience with your product before, you’re first in line.

This signal also works for contacts at prospect companies. If you were in a sales cycle with someone who left before the deal closed, and they’ve moved to a new company that fits your ICP, that’s a warm conversation waiting to happen.

The exact workflow

Step 1: Build your champion and contact database

Start by creating a list of key contacts you want to monitor in your CRM. This includes former champions at client companies, contacts from deals that were in progress but went dark, key stakeholders at your best accounts, and notable contacts from your CRM who fit your ICP. 

Load this list into Clay with their LinkedIn URLs and current company information.

Step 2: Set up automated monitoring for job changes

We use Clay combined with LinkedIn data providers like Sales Nav, HeyReach or PhantomBuster to periodically check whether any of these contacts have changed companies. 

Clay’s enrichment tools can detect when a LinkedIn profile shows a new role at a different company. We run this check on a regular schedule (weekly or bi-weekly) across the entire monitored list.

Step 3: Trigger when a change is detected

When the system detects that a monitored contact has moved to a new company, it triggers the workflow. The new row captures the contact’s name, old company, new company, new title, and the date the change was detected.

Step 4: Qualify the new company 

Just because a champion moved doesn’t automatically mean the new company is a fit. Clay enriches the new company with firmographic data and checks it against your ICP criteria. Here, you’ll just need the typical: company size, industry, tech stack, geography. 

If the new company matches your ICP, the lead proceeds.

Step 5: Generate a personalized congratulations and reconnect message or call script

This outreach is warmer than any cold email you’ll ever send. The message simply needs to congratulate them on the new role, reference your shared history (the product they used, the project they worked on), and naturally ask whether the new company faces similar challenges.

Step 6: Push to CRM and trigger outreach 

The lead goes into the CRM with full context (old company, relationship history, new company details), and the outreach triggers through email or LinkedIn depending on the contact’s preferred channel.

Why this works

The conversion rates on former champion outreach are dramatically higher than any cold campaign. 

You’re reaching out to someone who already trusts you, at a moment when they’re actively setting up their new role and evaluating tools and vendors. The timing is perfect, the relationship is warm, and the message is personal.

We build this into the CRM as dynamic signal tracking. When a champion at a client company leaves, the CRM picks it up and triggers the workflow automatically. Your team never has to manually check LinkedIn to see who moved. The system watches for you.

Why these signals work and generic intent data doesn’t: the difference between noise and real buying signals

Before you go build these campaigns, let’s talk about what makes these signals different from the intent data that companies like ZoomInfo and Cognism sell as a premium add-on.

Traditional intent data tells you that someone from a company’s IP address visited an article about CRM software five times. 

You don’t know who specifically visited. You don’t know why. You don’t know if they’re an intern doing a research project or a VP actively evaluating vendors. That’s just noise. 

And thousands of other companies got the same intent signal about the same account, which means everyone is reaching out at the same time with the same message.

The signals we described in these five campaigns are fundamentally different. They’re specific. You know the exact event. They’re contextual. You can reference the specific signal in your outreach and connect it to the specific problem you solve. They’re unique to your business. 

Nobody else is monitoring RSS feeds for property development announcements to sell furnishing solutions. Nobody else is scraping event platforms for companies hosting events with exhibitors. 

These signals are invisible to anyone using generic intent data tools. And they’re actionable in real time. Our workflow captures the signal and triggers outreach within hours.

That’s the difference between signal-based outbound and traditional outbound. Traditional outbound starts with a list and hopes for timing. Our signal-based outbound starts with timing and builds the outreach around it.

How to find the right signals for your specific business and build your first campaign

Every business has buying signals. The question is whether you’ve identified yours and whether you have systems to capture them.

Here’s how to think about it. 

Start by asking: what events happen in the world that indicate a company is about to need what we sell? 

Think beyond the obvious. Yes, a company raising funding is a signal for many B2B products. But what are the signals that are specific to your business, your product, and your ICP?

  • If you sell HR software, companies announcing rapid hiring or opening new offices are your signals. 

  • If you sell cybersecurity solutions, companies that just experienced a data breach or those in industries facing new compliance requirements are your signals. 

  • If you sell commercial cleaning services, companies signing new office leases are your signals. 

  • If you sell sales automation, companies hiring SDRs are your signals. 

  • If you sell event management software, companies hosting events with exhibitors and sponsors are your signals.

The more specific and non-obvious the signal, the less competition you face. 

Everyone is scraping LinkedIn for hiring signals. Very few companies are monitoring niche industry publications or domain-specific platforms for the signals that matter to their specific business.

Once you’ve identified your signals, the technical framework is the same across all five campaigns we showed you. 

  • Monitor the signal source using Apify, PhantomBuster, Trigify, n8n, or Clay’s RSS reader depending on the source. 

  • Push the signal data into Clay. 

  • Use AI to analyze, classify, and extract structured data. 

  • Enrich the company record. 

  • Find the right decision-makers

  • Verify contact information. 

  • Generate personalized outreach that references the specific signal. 

  • Push to your outreach tool and run the sequence. 

  • Feed results back into your CRM.

The framework is repeatable. The signals are what make each campaign unique.

Hire Nebor to build your signal-based outbound system so your pipeline fills itself while your team focuses on closing

These campaigns don’t take days off and they don’t get busy with other tasks. They run continuously, on autopilot, generating pipeline while your sales team focuses on conversations and closing.

That’s what we build at Nebor. Evergreen, signal-based systems that compound over time. The data gets cleaner. The targeting gets sharper. The workflows get more refined. And the cost per opportunity drops because the infrastructure is already built.

Every signal-based system we build lives inside your stack. Your Clay tables. Your CRM. Your outreach tools. Your domains. When our engagement ends, the entire infrastructure stays with you and keeps running.

If you want to stop running batch-and-blast campaigns and start building a signal-based outbound engine tailored to the buying signals that matter for your specific business, that’s exactly the conversation we want to have.

Book a strategy call and let’s figure out which signals matter for your business and what the automated system should look like.

Revenue tips, Weekly

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Workflows, automation strategies, and GTM insights delivered straight

Ready to build your
GTM engine

Let's talk about your sales challenges and how we can help you scale

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Questions

Questions we get asked

How is Nebor different from a lead generation agency?

Lead gen agencies do outbound on your behalf and hand you a list. We build the systems inside your company, the data backbone, workflows, and integrations that your team owns and operates. When we're done, the infrastructure stays with you and keeps compounding.

How long before we see results?

Most clients see their first qualified pipeline within 0-7 weeks of launch. But we're honest: building a sustainable GTM system isn't overnight work. The clients who get the best results understand this is an investment in infrastructure, not a quick fix.

What if we already have a CRM and some tools in place?

Even better. We work with what you have and optimize the stack. We're not here to rip and replace. We integrate into your existing ecosystem and build workflows around your current setup.

Who is this for?

B2B companies with a clear value proposition who want to scale their outbound, improve inbound quality, or clean up their GTM operations. Our best clients are companies that compare us to hiring a sales rep, not to buying a tool.

What does pricing look like?

We offer implementation packages starting with a one-time setup fee and monthly monitoring. The exact scope depends on whether you need the full GTM stack or specific workflows. Book a call and we'll scope it based on your situation.

What tools do you work with?

We don't have a specific set of tools we implement. The idea is to always run a situational analysis of your business, design a strategy based on where you are and what you need, and then choose the tools that make sense for your stack.

How is Nebor different from a lead generation agency?

Lead gen agencies do outbound on your behalf and hand you a list. We build the systems inside your company, the data backbone, workflows, and integrations that your team owns and operates. When we're done, the infrastructure stays with you and keeps compounding.

How long before we see results?

Most clients see their first qualified pipeline within 0-7 weeks of launch. But we're honest: building a sustainable GTM system isn't overnight work. The clients who get the best results understand this is an investment in infrastructure, not a quick fix.

What if we already have a CRM and some tools in place?

Even better. We work with what you have and optimize the stack. We're not here to rip and replace. We integrate into your existing ecosystem and build workflows around your current setup.

Who is this for?

B2B companies with a clear value proposition who want to scale their outbound, improve inbound quality, or clean up their GTM operations. Our best clients are companies that compare us to hiring a sales rep, not to buying a tool.

What does pricing look like?

We offer implementation packages starting with a one-time setup fee and monthly monitoring. The exact scope depends on whether you need the full GTM stack or specific workflows. Book a call and we'll scope it based on your situation.

What tools do you work with?

We don't have a specific set of tools we implement. The idea is to always run a situational analysis of your business, design a strategy based on where you are and what you need, and then choose the tools that make sense for your stack.

Still curious?

We’re here to answer anything else.

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© 2026 Nebor. All rights reserved.

© 2026 Nebor. All rights reserved.

© 2026 Nebor. All rights reserved.

© 2026 Nebor. All rights reserved.