
GeoScore API
Score your content's AI citation readiness in one API call
What it does
An API for indie developers and content teams. Score any text or URL on 8 GEO factors AI engines actually weight. 0–100 score, structural metrics, concrete fixes — in one HTTP call.
Does a similar job
all alternatives →
GEO Ready ScoreFeb 2026 · geo-ready.flowful.ai · ▲9Is your website ready for AI search? Find out in seconds.

Rank As Answer – GEO AI SEOJun 2026 · rankasanswer.com · ▲3GEO AI SEO audits to get your pages cited in AI answers

- Potatometer — GEO / SEO Score of websiteFeb 2026 · potatometer.com · ▲10
Find out if ChatGPT and Google AI can even find your website

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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai


- NW
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…
Life & fun · May 2026 · github.com
- FM
Dev tools · May 2026 · github.com