Reddit.

Reddit has no ban on AI-written replies, but it labels bots, names AI tools in its spam policy, and now verifies humans. Where a founder's workflow lands.

Reddit's 2024 policy requires a contract for commercial data use and just sued Perplexity over it. Here's what CFAA and GDPR actually let you do.

Original data from 975 Ask HN posts and 20 subreddits: median time to first reply on a buying-intent post was 16 minutes, 92 percent were answered inside an hour, and every intent post on Reddit came from an operator community, none from a builder one.

The best-known Reddit research tool closed to comply with Reddit's API rules. What that leaves you, and the question to ask every tool still standing.

Find paying clients on Reddit by being early, useful, and specific — not by spamming DMs. The honest 2026 playbook for freelancers and agencies.

An outbound agency booked roughly 40 calls in 60 days from Reddit alone. Full timeline, weekly numbers, the ban scare, and what they kept after.

Ninety days of Shadow Inbox data: signal volume per platform, niche intent density, conversion funnel from signal to call, and the surprises we didn't expect.

Ten extractable signals separate a buyer post from a vent post on Reddit. Here's how we score each one, the thresholds, and the false-positive traps.

When the trigger is a social post, the right sequence is original-channel reply first, then email, then LinkedIn. Conversion math at every step.

Reddit reply strategy for founders: why most marketing advice gets you banned, how moderators actually think, and the disclosure pattern that earns upvotes.

Reddit username to verified work email in 90 seconds. The exact enrichment pipeline, the realistic hit rate, and the fallback branch when there's no LinkedIn.

Contextual cold message playbook: how to reference a specific Reddit post in outbound without being creepy, with two annotated samples and a four-part anatomy.

Subreddit mapping for 12 niches: the exact subs and keyword patterns where real buyers ask for SaaS, dev tools, agency services, and more.

Reddit lead generation is the cheapest high-intent channel left for SaaS founders. Here's the exact pipeline, scoring rubric, and 30-min ritual we run.