findleads.ca: Social Lead Discovery for Reddit, X and YouTube

findleads.ca monitors recommendation and comparison threads on Reddit, X and YouTube, scores each thread for buyer intent, and drafts replies that a person must approve before posting.

public channels

human approval per reply

automatic posts

How the workflow runs

01Discover
Watch public threads on Reddit, X and YouTube.
02Score
Rate each thread by buyer intent and offer fit.
03Draft
Write a reply from the full thread context.
04Review
A person approves, edits or drops every reply.

Project Highlights

Who it's for: Sales and growth teams whose buyers compare options publicly first.
Channels: Reddit, X, YouTube and public recommendation threads.
Verification: A live product site and a public GitHub case study.

Last updated: 2026-10-27

Project Overview

Recommended For

B2B SaaS, agencies and high-ticket services, where buyers often ask publicly which provider to choose.

Brands where reply tone and timing need a human decision, not bulk posting.

Teams running several brands or offers through one approval process.

Delivery Scope

Coverage of recommendation and comparison threads on Reddit, X and YouTube.

A buyer-intent score and offer-fit note for each thread.

Reply drafts written from the full thread, approved, edited or dropped by a person before posting.

Business Outcomes

A live product site at findleads.ca that shows the full workflow.

A public GitHub case study that documents how it was built.

No conversion or revenue figures are published for this project.

Visit Website Public GitHub Case Study

Business Context

Buyers often ask in public threads which provider to choose. Those questions come before any form, so a team that waits for forms misses the first contact.

Delivery Goal

The hard part is filtering. Keyword search returns many relevant threads, but only a few carry real buying intent, so each one needs judging before a reply.

What We Built

A four-step flow: discover threads, score intent, draft a reply with context, then a person reviews it. Nothing goes out without approval.

Why This Case Matters

It shows controlled AI outreach. Automation handles filtering and drafting; the decision to reply stays with people, and in public communities tone and timing decide trust.

Frequently Asked Questions

Is FindLeads a social listening tool or a lead generation system?

It is a demand-capture workflow, not passive monitoring: each thread is scored, a reply is drafted, and a person decides whether to post.

Who should use a review-first demand capture workflow?

B2B SaaS teams, agencies and high-ticket service firms fit best, because their buyers often ask publicly which provider to choose.

Why does review-first matter for signal-based outreach?

Replies that touch brand and trust need to be fast and also judged by a person, because tone and timing decide whether a thread becomes a deal or a bad impression.