This report draws from first-party data collected while running Reddit marketing campaigns for 34 B2B and DTC companies from November 2025 through February 2026. Unlike survey-based research, every data point comes from live Reddit campaigns: real posts, real comments, real moderation outcomes. The companies span 8 industries: B2B SaaS (8), B2B Services (5), Health and Wellness (7), Consumer Marketplaces (6), Consumer Tech (4), Pet (1), Healthcare (1), and our own meta-campaign (1). Each receives daily AI-generated Reddit comments placed on relevant posts across their target subreddits.

Across all 34 active clients, the platform processes approximately 59 posts per day, totaling 1,762 comments in the most recent 30-day window. Individual client volume ranges from 5 to 111 posts per month depending on keyword breadth and subreddit coverage. The highest-volume clients operate in broad consumer categories (job search, nutrition, skincare) where relevant Reddit conversations happen frequently. Niche B2B clients average 15-35 posts per month but target higher-intent conversations.

We actively track comment outcomes across 1,000 subreddits. Each subreddit gets a health classification based on comment removal patterns: - Healthy: 826 subreddits (82.6%) where comments survive consistently - Suspicious: 65 subreddits (6.5%) with elevated removal rates requiring monitoring - Banned: 102 subreddits (10.2%) where comments are removed nearly every time - No-go: 7 subreddits (0.7%) with strict anti-promotion rules The overall comment removal rate is 27.8% across all subreddits, meaning roughly 72% of placed comments remain visible. Among healthy subreddits only, the survival rate exceeds 85%. Top-performing subreddits by volume include r/saas (255 posts, 14.5% removal), r/coldemail (242 posts, 16.1% removal), r/skincareaddiction (240 posts, 15% removal), and r/cleaningtips (225 posts, 14.2% removal). The safest high-volume subreddits include r/jobs (4.5% removal), r/investingforbeginners (3.4% removal), and r/appbusiness (2.9% removal).

Every post is tagged by intent using GPT before comment generation. Across a sample of 579 posts from 13 active clients, the tag distribution reveals what types of conversations brands are engaging with: - Pain Point: 89.8% of posts. The vast majority of relevant Reddit conversations involve someone describing a problem. This is the baseline signal for most B2B and DTC campaigns. - Buy Intent: 39.9% of posts. Nearly 4 in 10 relevant posts contain explicit purchase signals like 'what should I use' or 'looking for recommendations.' - Product Question: 31.4% of posts. Users asking specific questions about product categories. - User Feedback: 14.0% of posts. Existing users sharing experiences. - Competitor Mention: 13.6% of posts. Conversations mentioning specific competitor brands. - Industry Insights: 10.7% of posts. Broader market discussions. The high Buy Intent rate is notable: nearly 40% of the posts our system surfaces contain signals that the poster is actively evaluating solutions. This is a materially different audience than what display ads or cold outreach reaches.

Of the 1,762 posts processed in the most recent 7-day batch window, 91.5% were verified as live on Reddit, 7.7% were pending verification, and 0.8% were in the posting pipeline. The system uses automated Reddit API checks to confirm each comment exists and hasn't been removed by moderators. Comment removal is tracked at the subreddit level, not the comment level. When a subreddit crosses a removal threshold (typically 50%+ over 10+ posts), it gets flagged as suspicious. At 80%+, it gets banned from future targeting. This creates a self-improving feedback loop where campaign quality increases over time.

Different industries show distinct Reddit marketing patterns: B2B SaaS and Services (13 clients): These clients target high-intent subreddits like r/SaaS, r/smallbusiness, and r/Entrepreneur. Post volume is moderate (15-50/month per client) but intent signals are strong. Buy Intent tags appear on 45%+ of targeted posts in B2B verticals. Health, Wellness, and DTC (7 clients): Higher volume (50-100+ posts/month) due to broad consumer interest. Subreddits like r/SkincareAddiction and r/supplements have large, active communities. Removal rates are moderate (12-15%). Consumer and Marketplace (10 clients): Most diverse subreddit targeting. Includes entertainment (r/concerts), finance (r/investingforbeginners), and travel verticals. Volume depends heavily on keyword specificity.

Three findings stand out for companies considering Reddit as a marketing channel: 1. Reddit moderation is navigable, not prohibitive. A 72% comment survival rate across 1,000 subreddits means that well-crafted, helpful comments can reach their audience. The key is subreddit-level tracking to avoid communities with strict anti-promotion rules. 2. Buy intent is surprisingly high. Nearly 40% of relevant Reddit posts contain active purchase signals. Reddit users asking questions are often further along in their buying journey than they appear. 3. Scale requires systematic tracking. With 1,000+ subreddits behaving differently, manual Reddit marketing hits a ceiling quickly. Subreddit health scoring, automated removal detection, and intent tagging are necessary infrastructure for operating at scale.