Signal Detection

Buying Signals by Category

People publicly express purchase intent every day on Reddit and Hacker News. SignalPipe monitors 50+ buying signal categories and surfaces the posts with genuine intent — before your competitors see them.

1

Keyword gate

Filters obvious noise in milliseconds

2

Embedding similarity

Catches semantic intent keyword matching misses

3

LLM swarm verdict

Skeptic + Analyst + Optimist vote. Hard veto on low intent.

B2B Software

Outreach

Sales Intelligence

Marketing

Sales

Outbound Sales

Outbound sales buyers share stack changes, reply rate struggles, and tool evaluations publicly

RedditHN

Pipeline Management

Pipeline management buyers describe specific gaps — no visibility into deal stage, inaccurate forecasts, or manual data entry

RedditHN

Prospect Research

Prospect research buyers describe manual workflows — hours spent on LinkedIn, Reddit, Google — and ask for tools that automate or streamline the process

RedditHN

Competitive Displacement

Competitor frustration posts are the highest-converting signals in B2B sales — the buyer has already decided to leave, they just need a destination

RedditHN

Lead Scoring

Lead scoring buyers describe a specific problem — too many leads, not enough conversion clarity

RedditHN

Sales Forecasting

Sales forecasting buyers describe pipeline uncertainty — deals that go dark, close dates that slip, and CFO pressure for accurate numbers

RedditHN

Revenue Intelligence

Revenue intelligence buyers are data-sophisticated — they describe specific gaps in deal visibility, coaching data, and forecast signals

RedditHN

Conversation Intelligence

Conversation intelligence buyers describe specific coaching and analysis needs — rep performance, objection patterns, talk ratios

RedditHN

Sales Coaching

Sales coaching buyers describe specific rep performance problems — inconsistent messaging, low conversion, long ramp time

RedditHN

Sales Automation

Sales automation buyers describe time-consuming manual processes — lead finding, research, follow-up — that they want to automate

RedditHN

Pain Points

Buying Context

Signal Methodology

Growth

Vertical Sales

Customer

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