Buying Signals That Actually Convert: A Practitioner's Guide to Intent-Based Targeting

Most outbound fails for a boring reason: the timing is wrong. The account is real, the persona is right, the pitch is fine, but the company isn’t in-market this quarter. Buying signals fix the timing problem. They tell you which accounts have a reason to move now, so you can spend your reps’ hours on the 3-5% of your total addressable market that’s actually shopping instead of the 95% that isn’t.

This is a guide to the signals that matter, where to pull them, and the specific play to run on each. No theory. You can start on Monday.

The five signal categories that carry weight

Not all signals are equal. Some tell you an account has budget and a mandate. Others just tell you they exist. Here’s how they rank in practice.

1. Funding events

A fresh Series A or B is the cleanest signal in B2B. New capital comes with a plan to spend it: headcount, tooling, go-to-market. A company that raised $20M is under board pressure to deploy it, usually within two to three quarters.

The play: reach out 2-6 weeks after the announcement, not day one. Day one, they’re buried in congratulations and press. By week three, the “now we have to hit the plan” reality sets in. Tie your message to what the round funds. If they raised to expand sales, lead with pipeline. If they raised for product, lead with the engineering or infra angle.

Source: Crunchbase and Tracxn for the raw events, but the sharper move is a saved filter that pipes new rounds in your ICP straight into Slack. Y Combinator batch lists and the funding sections of TechCrunch and Axios Pro Rata are free and current.

2. Hiring signals

Job postings are the most underrated intent source because they’re public, specific, and legally clean to use. A company hiring three SDRs is scaling outbound. A company posting for a “Head of RevOps” is about to overhaul its tech stack. A surge in a specific function tells you where the money and attention are going.

The play: map roles to pain. A “Marketing Operations Manager” opening at a 200-person company means they’re feeling the limits of their current martech. If you sell into that stack, you have a reason and a timeline. Even better, the hiring manager named in the post is often your buyer or your champion.

Source: LinkedIn Jobs, plus scrapers like Predictleads or the hiring-signal feeds inside Clay. Filter for role, department growth rate, and posting recency (under 14 days is warm).

3. Technographic signals

Knowing what an account runs tells you fit and displacement opportunity. If they use a competitor you regularly beat, that’s a rip-and-replace target. If they use a complementary tool, you have an integration story and a warm angle.

The play: build two lists. One is competitor-installed accounts, worked with a “here’s what customers switching from [competitor] told us” narrative. The other is accounts running tools that pair with yours, worked with an integration hook. The renewal window on the competitor’s contract, if you can estimate it from their install date, is your timing.

Source: BuiltWith and Wappalyzer for web tech, HG Insights and Enlyft for deeper stacks including things that don’t show in the front-end. Clay enriches this at scale.

4. Intent data

Third-party intent data tracks the content accounts consume across the web. When people at a target company start reading buyer’s guides, comparison pages, and review-site listings in your category, they’re researching. That’s a spike.

The play: don’t treat intent as a lead, treat it as a prioritization layer. An account showing a surge on “email deliverability” topics goes to the top of a rep’s queue, and the messaging references the problem the surge implies, not your product. Combine intent with fit; an in-market account outside your ICP is still a bad fit.

Source: Bombora (the category standard, co-op based), G2 Buyer Intent (gold because it’s your specific review page, not a topic cloud), and 6sense or Demandbase if you want intent baked into an account-based platform. G2 intent in particular is close to the money: someone comparing you to a competitor on G2 is late-stage.

5. Trigger events

The catch-all for point-in-time changes: a new executive hire in your buyer persona, a merger or acquisition, an office expansion, a product launch, a leadership departure, a regulatory shift affecting the industry. A new VP of Sales in their first 90 days is rebuilding the stack and looking to make a mark. That’s the single best trigger in the category.

The play: set alerts on your top accounts for leadership changes in relevant functions. When a new buyer lands, reach out in weeks 3-8 of their tenure with a “first 90 days” framing. New executives return cold outreach at several times the baseline rate because they’re actively evaluating and have political cover to switch vendors.

Source: LinkedIn Sales Navigator alerts, Google Alerts for named accounts, and news-monitoring feeds in Clay or Common Room.

Stacking signals beats chasing one

A single signal is a maybe. Two or three stacked is a strong yes. An account that (a) raised a Series B eight weeks ago, (b) is hiring RevOps, and (c) shows an intent surge in your category is not a lead you nurture. It’s a call you make today.

Build a simple scoring model. Assign points: funding in the last 90 days worth 30, relevant hiring worth 20, competitor tech installed worth 25, intent surge worth 15, new relevant exec worth 25. Any account clearing 50 goes to a rep the same week. This turns a noisy firehose into a ranked, workable list, and it keeps reps out of the low-signal middle.

Operationalizing it without a six-month project

You don’t need a full ABM platform to start. A practical stack looks like this: Clay as the orchestration and enrichment layer, wired to Crunchbase, BuiltWith, and a job-posting source, with Bombora or G2 intent feeding in. Signals score in a spreadsheet or CRM field. When an account crosses your threshold, a task fires to the owning rep with the signal attached so the message writes itself.

The message is where most teams waste the signal. Do not say “congrats on the raise.” Say something only someone who noticed the signal would say. “Saw you’re building out RevOps after the Series B, most teams at that stage hit a data-hygiene wall in the first quarter, here’s how three of them handled it.” Specific, timed, and about them.

The takeaway

Intent-based targeting isn’t about buying a data tool. It’s about deciding, every week, which accounts have a reason to move and getting there before your competitors do. The signals are public or cheap. The advantage is entirely in the discipline of watching them and the speed of acting.

If you want a signal-driven outbound engine built and running, not just the tools bought but the plays wired end to end, that’s what LEADOXO does. Book a strategy call and we’ll map the signals that matter for your market and turn them into booked meetings.