Blog
Insights on Reddit marketing, AI search visibility, and organic growth strategies.
The Parasitic SEO Window: Why Reddit Comments Index in 24-48 Hours
A well-placed Reddit comment gets indexed by Google in four hours. A new blog post takes two to four weeks. The 24-48 hour compound window is the fastest-indexing surface in SEO, and most B2B teams still aren't using it.
Andrew Levenko·Apr 24, 2026·8 min read
Why Reddit Ads Flop for B2B SaaS (and What to Do Instead)
Three independent practitioners with 10+ years of ad experience reached the same verdict. 82% trust in peer recommendations. ~0% trust in sponsored inventory. Here's the honest case against Reddit Ads for B2B, plus the organic playbook that actually works.
Andrew Levenko·Apr 24, 2026·8 min read
The Subreddit Size Rule: Why a 50-Upvote Post Beats a 1,000-Upvote Post
Same keyword, same week. A post with 50 upvotes in a 100K-member sub outranks a 1,000-upvote post in a 10K-member sub, every time. Why member count beats engagement for Reddit SEO and AI citation.
Andrew Levenko·Apr 24, 2026·7 min read
The AI Trust Signal: Why ChatGPT Describes Some Brands With Confidence and Others With Hedging
Same AI, same category, different tone. Reddit threads calibrate how confidently a language model describes your brand. Here's the mechanism, the 5-minute diagnostic, and what to do about it.
Andrew Levenko·Apr 24, 2026·10 min read
Reddit and AI Search: How Reddit Threads Get Cited by ChatGPT
Reddit is the single largest source ChatGPT, Perplexity, and AI Overviews cite. Here's the mechanism, what makes a thread get pulled, and how to influence it.
Andrew Levenko·Apr 20, 2026·10 min read
Best ChatGPT SEO Trackers and Brand Mention Tools (2026)
9 ChatGPT rank tracking tools compared with pricing and use cases. Plus the gap no tracker closes: how to actually get cited by AI search in 2026.
Andrew Levenko·Apr 18, 2026·9 min read
Reddit Is the New SEO: How Reddit Marketing Drives AI Search Visibility
Reddit is the #1 social platform cited by ChatGPT and Perplexity. We traced $31K in pipeline back to Reddit threads with zero ad spend. Here's the framework for reddit marketing that builds AI search visibility and real customers.
Andrew Levenko·Mar 24, 2026·8 min read