SubDude fetches live subreddit data — rules, sidebar, enforcement history — and runs it through a deterministic scoring engine to give you a precise promotion risk score across 5 dimensions.
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Manual Reddit Research vs Marketing ToolsPaste your post draft and SubDude runs it through a 4-layer risk analysis: spam detection, contribution quality, trust signals, and context depth — before blending with AI classification.
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What Gets Reddit Posts Removed: The Hidden TriggersWhen your draft scores too high, our GPT-4.1 rewriter transforms it into Reddit-native language — removing CTAs, adding questions, softening founder language — while keeping your core message intact.
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Reddit Marketing for SaaS FoundersGet a full custom playbook for any subreddit — posting frequency, best times, content types, karma-building tactics, and real example posts you can copy and adapt.
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The Pre-Post Subreddit Promotion QA ChecklistWe never rely solely on AI. Our pipeline is deterministic-first, AI-enhanced.
Deterministic first
Rule engine runs before AI — never rely on a language model to read actual subreddit rules.
Blended scoring
60% deterministic + 40% AI for reliable, explainable scores that improve over time.
pgvector embeddings
Subreddit data is embedded and stored in Supabase pgvector for semantic similarity lookups.
Context-aware rewrites
Rewrites use the actual subreddit name, rules, and warnings — not a generic prompt.