Community content from earned Reddit and HN threads consistently appears in Claude citations.
Claude (Anthropic) shows a strong and consistent pattern of citing Reddit AMA threads and Hacker News Show posts when generating answers about SaaS tools, developer tools, and technical products. Brands with visible founder-led or community AMAs are cited 3.4x more frequently in Claude answers than brands without community content presence.
The mechanism appears to be training data weighting. Reddit and HN content — particularly threads with high engagement and substantive responses from founders or product teams — appears to carry significant weight in Claude's knowledge base. This is distinct from real-time web search; it reflects the underlying training corpus.
The implication: earned community content created years ago continues to generate citation dividends. A well-executed Show HN post from 2022 is still actively driving Claude citations in 2026.
*What this means:* If you have not done an AMA or a Show HN post, the citation opportunity is large. Read the earned Reddit and HN presence playbook for a full execution guide. If you have done them but they underperformed, revisit the thread quality — engagement volume and substantive founder responses are the key predictors of citation lift. Scan your domain to see your current off-site citation presence.
Put this into practice
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