We ran controlled AI visibility audits across client accounts: same prompts, same platforms (ChatGPT, Perplexity, Gemini), before and after structured Reddit participation.

What we found: fewer than 30% of brands appear in AI answers for their own category queries on the first test. After 4–6 weeks of credible Reddit engagement, that changes — and it shows up in branded search volume, not referral traffic.

SeekLab combines off-site reputation strategy with technical SEO and on-site content readiness. Because Reddit amplifies what's already credible — it doesn't replace it.

Full methodology and measurement framework: https://seeklab.io/blog/you-can-test-reddit-seo-impact-by-checking-ai-answers/