SignalPipe is an agentic sales pipeline that monitors Reddit, Hacker News, and RSS feeds 24/7 for buying-intent signals. It uses AI to score each signal, draft a reply, and surface only real leads for human review and approval before anything is sent.

How does SignalPipe detect buying intent?

SignalPipe uses a three-stage pipeline: a keyword gate for cheap pre-filtering, OpenAI text-embedding-3-small for semantic similarity scoring against your anchor sentences, and a three-model LLM swarm (Optimist, Analyst, Skeptic) that evaluates each post independently. A hard skeptic veto suppresses any signal the most skeptical judge dismisses.

Does SignalPipe send messages automatically?

No. Every message requires human approval before it is sent. SignalPipe drafts the reply and queues it for your review — you approve, edit, or reject each one. Nothing is sent without your explicit sign-off.

What platforms does SignalPipe monitor?

SignalPipe monitors Reddit (via subreddit RSS feeds), Hacker News (via hnrss.org keyword feeds), and any RSS-compatible feed. You can add as many sources as you want per product.

How is SignalPipe different from Clay or Apollo?

Clay enriches contact lists you already have. Apollo is a cold email database. SignalPipe generates net-new leads by detecting live buying signals — finding people who are actively posting that they need what you sell, right now, in public communities.

SignalPipe has four tiers: BYOK ($19/mo — bring your own LLM key, 3 products, 50 leads/day, 1,000 prospects), Starter ($49/mo — 2 products, 25 leads/day, 500 prospects), Growth ($149/mo — 10 products, 250 leads/day, 5,000 prospects), and Scale ($499/mo — unlimited everything). Open Source is free for self-hosters. The first 100 waitlist members get 50% off for 3 months.

Does SignalPipe work with NVIDIA NeMoClaw?

Yes — fully compatible out of the box. NeMoClaw is NVIDIA's enterprise distribution of OpenClaw, so any OpenClaw plugin installs and runs on NeMoClaw without modification. For on-prem deployments, SignalPipe also supports local model inference: set COMPANION_LLM_PROVIDER=openai_compatible and point it at a locally running Nemotron or any OpenAI-compatible endpoint. Your leads, prospect data, and generated messages never leave your infrastructure.

Can I run SignalPipe fully on-premises?

Yes. Self-host the FastAPI backend on your own server, connect it to your own PostgreSQL database, and configure the companion message generation to use a local model via any OpenAI-compatible endpoint (Nemotron via NeMoClaw, Ollama, LM Studio, vLLM). The only external call that remains is the OpenAI embedding API for signal scoring — and that can be swapped for a local embedding model by request.

Reddit MonitoringSales

Find Prospect Research Buyers on r/ecommerce

r/ecommerce surfaces prospect research discussions daily — evaluations, competitor complaints, and recommendation requests. SignalPipe monitors every post for genuine buying intent, 24/7.

Why monitor r/ecommerce for Prospect Research buyers?

r/ecommerce is a community of ecommerce business owners, operators, and marketers covering Shopify, Amazon, DTC brands, and ecommerce agencies. Members discuss tools, channels, and operations — and frequently ask for software recommendations across marketing, analytics, fulfillment, and customer acquisition. Prospect Research buyers in this community post with specificity — they describe their current stack, their pain, and what they need next. These are not passive researchers. They are active buyers.

Station RSS URL for r/ecommerce

https://www.reddit.com/r/ecommerce/.rss

Use this when calling signalpipe_add_station with platform: "reddit"

What do Prospect Research buying signals look like on r/ecommerce?

"I spend 3 hours before every outbound call just researching the prospect — is this normal?"

Why it's a signal: Research bottleneck. Time-cost buyer.

"What tools automate prospect research so reps can focus on selling?"

Why it's a signal: Automation buyer. Sales productivity focus.

"How do you gather buying context on a prospect before reaching out?"

Why it's a signal: Context-gathering need. Research tool buyer.

"We want to know what our prospects are saying in communities before we call them"

Why it's a signal: Community research need. Direct SignalPipe fit.

Anchor sentences for Prospect Research buyers on r/ecommerce

Add these to signalpipe_add_product to score r/ecommerce posts for Prospect Research buying intent.

1"need tool that automates prospect research using community activity"

2"looking for way to see what prospects post before reaching out"

3"want prospect research that includes Reddit and HN community context"

4"need to reduce time spent on manual prospect research before outreach"

How to start monitoring r/ecommerce for Prospect Research buyers

Install SignalPipe

Run `openclaw plugins install signalpipe` inside OpenClaw. Takes under a minute.

Create a product profile

Call signalpipe_add_product. Paste the anchor sentences above into the anchor_sentences field.

Add r/ecommerce as a station

Call signalpipe_add_station with platform: "reddit" and rss_url: "https://www.reddit.com/r/ecommerce/.rss". Then call signalpipe_reload_products.

Run your first scan

Call signalpipe_scout_now to trigger an immediate scan. Then signalpipe_get_missions to see Prospect Research leads from r/ecommerce.

Start finding Prospect Research buyers on r/ecommerce

Join the waitlist. First 100 get Starter free for 3 months.

No credit card. No commitment.

Full setup guide →

All 11 tools, anchor sentences, station types

All signals on r/ecommerce →

Full subreddit monitoring guide

Prospect Research buying signals →

All platforms and signal examples

How intent scoring works →

4-stage pipeline explained