Michael Yin
Founder
Michael Yin is the founder of IntentLoom. He works on finding buying intent in Reddit conversations and building calm, human-reviewed workflows around it.
Research approach
IntentLoom's published research separates signals worth reviewing from confirmed buying decisions. The buyer-intent study covers 1,705 persisted post and comment records from one IntentLoom project, covering Reddit items created from July 24 through August 24, 2026. Intent stages and qualification signals were generated by a model.
This is a selected corpus, not a representative sample of Reddit: below-threshold items were excluded, a discussion could contribute multiple records, and no conversion outcome was established. The study methodology and limits explain the source, classification and boundaries behind the findings.
Guides & research
Reddit Buying Intent Examples: Weak to Purchase-Ready
Compare six anonymized patterns from weak mentions to purchase-ready intent.
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When a Relevant Reddit Lead Is Not Worth Replying To
Identify relevant conversations that belong in research—or should be skipped.
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Reddit Lead Qualification Scorecard for SaaS Founders
Score pain, fit, intent, urgency, authority, budget, and community context.
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Best Reddit Marketing Tools for SaaS in 2026
Compare Reddit tools by job: research, monitoring, lead review, replies, analytics, and ads.
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Reddit Marketing Guide for SaaS Founders
Plan Reddit marketing around community research, useful participation, transparent product mentions, and human review.
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How To Monitor Reddit for Keywords Without Drowning in Noise
Set up focused keyword tracking that surfaces signal, not noise.
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Reddit Self-Promotion Rules: What’s Allowed?
Separate Reddit's current spam policy from the old 10% rule and community-specific promotion rules.
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Reddit SEO: Find Threads Ranking on Google
Discover Reddit threads with Google visibility and prioritize the ones worth a reply.
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How to Find Relevant Subreddits for Your Business: A Practical Workflow
Turn customer problems into a small, evidence-backed map of communities to research, contribute to, or skip.
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Why Was My Reddit Post Removed? A Diagnostic Guide
Narrow down why a Reddit post disappeared, what scope was affected, and which channel to check next.
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Reddit Competitor Switching Signals Beyond Brand Mentions
Separate real switching movement from mentions, vendors, and general chatter.
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Reply, Research, or Skip? A Reddit Lead Framework
Route every qualified conversation to reply, research, or skip.
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Reddit Buyer Intent Study: Distribution and Methodology
See the intent-stage and score distribution across 1,705 qualified Reddit records.
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Product & workflow pages
GummySearch Alternative for Reddit Lead Discovery
A focused replacement for Reddit monitoring, lead qualification, and human-reviewed reply drafts.
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Reddit Competitor Monitoring for Switching Signals
Track competitor conversations where comparison and switching start.
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Reddit Monitoring Tool for Posts and Comments
Find relevant Reddit conversations without treating every match as a lead.
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How To Find Buying Intent on Reddit Without Reading Every Thread
Qualify matched threads for real buying intent before you reply.
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Reddit Lead Generation for SaaS: Find High-Intent Threads
The end-to-end SaaS acquisition loop: monitor, prioritize, review replies.
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AI Lead Scoring for Reddit Opportunities
Prioritize Reddit opportunities with context instead of raw mention counts.
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AI Reddit Reply Assistant with Human Review
Draft a relevant reply while keeping the final public action human.
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Reddit Alerts for Email, Slack & Webhooks
Send qualified Reddit opportunities to Email, Slack, or a Generic Webhook.
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Reddit SEO Opportunities: Threads Already Ranking
Find relevant Reddit conversations that already have search visibility.
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RedditGrow Alternative: A Simpler Reddit Lead Workflow for SaaS Founders
A narrower workflow for founders who want less Reddit overhead.
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RedReach Alternative: A Simpler Reddit Lead Workflow for SaaS Founders
A narrower workflow for founders who want less Reddit overhead.
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RedShip Alternative: A Simpler Reddit Lead Workflow for SaaS Founders
A narrower workflow for founders who want less Reddit overhead.
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ReplyGuy Alternative for Human-Reviewed Reddit Leads
Compare broader mention workflows with focused, human-reviewed Reddit lead discovery.
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Reddit Market Research: Find Real Customer Language
Turn relevant Reddit conversations into grounded research hypotheses.
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Blog posts
Reddit Comment Search by User and Date with Arctic Shift
Learn how to search Reddit comments by user, keyword, and date with Arctic Shift, then analyze a competitor's activity with an evidence-based AI workflow.
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