AlphaPerch – Track product execution for companies you follow using AI

Name: AlphaPerch – Track product execution for companies you follow using AI
Availability: InStock
Author: sebasnar

by sebasnar·Mar 9, 2026·3 points·0 comments

Visit Project View on HN

AI Analysis

●Mid

AI-synthesized product tracker for equity research, but extraction quality unverified.

Strengths

•Solves a real investor pain point: filtering signal from earnings noise and news firehose
•Sourcing claim (traces milestones back to original sources) differentiates from pure analyst sentiment
•UI is clean and thesis-friendly (filter by product line, execution stage)

Weaknesses

•Extraction quality is the core claim but unverifiable from landing page—no sample accuracy metrics
•Only three companies live (TSLA, GOOGL, RBLX); coverage request form suggests slow rollout, adoption risk

Post Description

I built this because I invest based on product conviction and couldn't find a clean way to track whether companies are actually executing on their roadmaps.

AlphaPerch uses a proprietary pipeline that synthesizes across diverse data sources and leverages AI to extract and classify product milestones by product line and execution stage (Expected, Announced, In Progress, Shipped, Delayed, Cancelled). Each milestone traces back to its original source so you can verify it yourself.

The platform is built to track any publicly traded company. TSLA, GOOGL, and RBLX are live because that's where my personal conviction is, but the framework generalizes. There's a coverage request form on the landing page if you want to see a specific company added.

Would love feedback on extraction quality and what's missing. Let me know if you find it useful!

alphaperch.com