
AIMENSION™ Scanner
Free tool to check if AI systems can cite your brand
AIMENSION™ Scanner launched on May 26, 2026 with 2 votes, #6,288 of 20,538 launches that month. The site was not reachable when checked in September 2026.
What it does
Most brands are invisible to AI systems — not because of bad content, but because of missing infrastructure. AIMENSION™ Scanner audits your AI Visibility in seconds: robots.txt AI crawler permissions, /llms.txt, JSON-LD schemas, Wikidata sameAs, sitemap, Open Graph, SSR detection. Free. No signup to scan. Full Infrastructure Score + critical failures + remediation roadmap. Global enterprise average AIMENSION™ Score: 29.6/100. What's yours?
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Source: Product Hunt launch ↗
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Dev tools · May 2026 · kilo.ai



Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
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