AwarenessOS is the founder's command center for awareness.market. Track memory retrieval performance, monitor competitive positioning, and scale distribution of the AI agent memory layer that outperforms the field.
$ recall@5 benchmark
LongMemEval R@5: 95.6% (478/500)
Method: Hybrid RRF (BM25 + Semantic)
LLM calls: 0
$ competitors --top
Mem0: 48K stars | Zep: 15K | Letta: 12K
awareness.market: 6 stars, 95.6% recall
$ priority
Distribution > Features. Ship growth.
Product-market fit confirmed by benchmarks. Growth is the only constraint.
Monitor Mem0, Zep, Letta, and emerging competitors. Track their releases, pricing changes, GitHub stars, and community sentiment. Know when to strike.
GitHub stars, npm downloads, Discord members, cloud signups. Every distribution channel measured, every funnel tracked from install to paid conversion.
Identify high-value prospects building multi-agent systems. Automated research, personalized cold emails, follow-up sequences. Turn benchmark superiority into paying users.
SEO-optimized comparison pages, integration guides, and benchmark reproductions. Target "memory for Claude Code" and "Cursor persistent memory" search intent at scale.
95.6% recall with zero LLM calls. Local-first architecture. ICML spotlight research. The technical foundation is unassailable. AwarenessOS exists to turn that technical edge into market dominance.