AngelDesk

What it does

Paste any startup URL and get an analyst-grade read in 45 seconds — no sign-up, no spreadsheet. AngelDesk returns a weighted score across 10 sections (market, momentum, exit potential, unit economics, valuation, disruption risk and more), peer comparables, red flags, and the questions actually worth asking before you wire money. Built for European private markets, with an AI analyst layer behind every read. For investors screening fast, founders, and operators tracking the market. Free to try.

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  Startup Network2014 · ▲118

  Predicting successful startups using AngelList data

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  AngelList Stack2021 · ▲450

  Everything you need to launch and scale your startup

• 
  Relay2023 · ▲215

  AI-powered portfolio analyzer, driven by your inbox

• 
  rule30: Would we back your startup + whyDec 2025 · ▲46

  Share your LinkedIn. Receive a decision + reasoning in 24h.

• WU
  We used investor tools to find the best startups to work at2022 · joinmaasive.com · ▲29

  hey y'all -- can you please tell us if our job search tool sucks? :D we built it using an investor platform called Harmonic.ai to gather startup data, then contextualize it so that job seekers could find out about the most exciting startups hiring first (like if they just raised, growing headcount fast, have an ex-unicorn founder, etc). pretty sure we're the first platform doing anything like this. anyway, let me know what you think. really excited to launch this thing soon! getting feedback from the hn community first is really fun :)

• SS
  Semantic search engine for finding relevant VCs and angels2024 · graph.one · ▲11

  We built a search engine that matches startup descriptions with investors based on their historical investments. Write your startup description and get a list of investors who've backed similar companies. Technical implementation: - Indexed 9k active VC funds and ~5k angels globally - Fine-tuned a custom embedding model on real-world pairs of investors and companies - Developed an identity resolution system to collate portfolio data across many sources including portfolio websites scraped with a custom AI agent Key features: - Search full investor database without signing up - Optional…

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• NW
  Needle: We Distilled Gemini Tool Calling into a 26M Model▲776

  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
  Files.md – Open-source alternative to Obsidian▲730

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