How to Find Sales Prospects on LinkedIn Who Are Ready to Buy

LinkedIn has a prospect for virtually every B2B product ever built. The challenge is identifying which of those 1 billion profiles are in-market right now. Reachr reads engagement signals — reactions, comments, content shares — to surface the profiles showing active purchase intent in your category. That timing is worth more than any ICP filter, and engagement signals are the closest live proxy for it that exists.

The "Ready to Buy" Signal on LinkedIn

No prospect announces they're about to buy. But they behave in predictable ways in the weeks and months before a purchase decision:

• They start engaging with content about the problem category — likes, comments, shares on relevant posts
• They post about the pain point themselves — a sign they're actively thinking about solutions
• They follow or connect with people in your category — building a learning network
• They change jobs into a role where your product becomes newly critical (the "trigger event" signal)
• They engage with competitor content — they've entered the evaluation phase

Any one of these signals is meaningful. Two or more in the last 30 days and you have a high-priority lead.

Building Your Prospect List the Signal-First Way

Start With the Category Signal, Not the Persona

Traditional SDR process: define ICP → build filter list → add to sequence. Signal-first process: define what "in-market" looks like behaviorally → find profiles exhibiting those behaviors → layer on ICP fit.

The practical difference: instead of searching "VP of Operations at logistics companies with 100–500 employees", start with "operations leaders engaging with supply chain automation content". This surfaces the subset of operations VPs who are actively thinking about the problem space right now.

Use Reachr to Surface Intent-Qualified Prospects

In Reachr, a query like "operations directors reacting on logistics automation tools" returns profiles ranked by engagement signal strength in your category. The methodology:

1. Run the signal query to generate your warm list
2. Cross-reference against ICP criteria (company size, geography, industry) to filter fit
3. Prioritize by recency of engagement — signals from the last week are warmer than signals from last month
4. Reach out within the engagement window with a message that references their category activity

The Trigger Events Worth Prioritizing

Beyond general engagement, certain trigger events predict buying intent with high precision:

• New role, 30–90 days in: New leaders evaluate tools in their first quarter. This is the highest-conversion trigger event for many B2B products.
• Company funding announcement: Budget becomes available. Decision-makers are evaluating what to build or buy.
• Competitor churned: If you see someone at a company who used a competitor engaging with alternative tools, they're in an active evaluation.
• Headcount growth signal: LinkedIn company pages show hiring velocity. Rapid growth often precedes tool procurement decisions.
• Pain post: Someone who posted "we're struggling with [problem your product solves]" is the highest-intent lead you'll ever find. Find them and reply within hours.

Qualifying Prospects After the Signal

Signal qualification gets you to a warm conversation. ICP qualification determines if the conversation is worth having. A quick pre-outreach checklist:

• Company size fits your model (ACV-appropriate deal size)
• Industry is in your served market (you have relevant case studies)
• Decision-making authority: can this person buy, or do they need to get approval?
• No obvious competitor lock-in or recent contract renewal

Signal without fit is a warm lead for someone else's product. Fit without signal is a cold lead for yours. The intersection is your highest-priority outreach segment.

Measuring Prospect Quality, Not Just Volume

Most SDR teams are measured on activities: calls made, messages sent, demos booked. Better metrics for signal-qualified prospecting:

• Signal-to-demo rate: of signal-qualified prospects you reach out to, how many book a meeting? (Target: 10–20% for well-targeted signal + strong message)
• Demo-to-close rate: signal-qualified leads close at higher rates because they enter the pipeline with real intent, not just matched demographics
• Time-in-pipeline: in-market leads have shorter sales cycles — they've already done some of the research