AI-Honest Corporate Communications Rewriter and Analyzer
C5/10May 8, 2026
WhatA browser extension and API that automatically detects and translates euphemistic corporate announcements (layoffs disguised as 'building for the future') into plain-language summaries of what's actually happening.
SignalOverwhelming frustration in the thread about companies disguising mass layoffs behind aspirational blog post titles — people want to instantly cut through corporate spin to understand the real impact on employees, investors, and customers.
Why NowLLMs are now good enough to reliably detect euphemistic patterns and translate corporate-speak, and the volume of misleading corporate communications has spiked with the layoff wave.
MarketJob seekers, investors, journalists, and employees monitoring company stability; monetize via B2B to recruiting firms and financial analysts; ~$2B market intelligence TAM; competes with Glassdoor and Blind but for real-time corporate signal detection
MoatTraining data from labeled corpus of corporate announcements mapped to actual outcomes builds a proprietary detection model that improves with scale
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