TL;DR: A defensible global TAM cites every number to a named primary source, IBISWorld, U.S. Census Bureau, BLS, or BEA, and models pricing, regulation, and adoption for the specific market.…
TL;DR: Sizing a global TAM requires two cross-checked methods: top-down (starting from total industry revenue, narrowed by segment) and bottom-up (built from unit volume and price). AI tools can speed…
TL;DR: We gave six AI tools the same market research prompt and scored each one on whether the output could survive investor scrutiny. General-purpose tools produced polished drafts with figures…
TL;DR: Generic AI tools predict text sequences from web data. They do not query licensed datasets, so market figures they produce cannot be traced, dated, or defended. A 2024 Deloitte…
AI Market Research for Founders: Get Data That Holds Up Why Founders Need AI Market Research That Cites Its Sources Most AI tools produce market size numbers with no…
TL;DR: Most AI tools produce market size numbers with no traceable source. When an investor asks where the number came from, founders have no answer. This guide explains how to…
TL;DR: How Founders Can Avoid Unreliable AI Market Data Most founders validate their market with AI tools that produce confident numbers no one can trace. When an investor asks…
TL;DR: What Credible Startup Market Research Actually Requires Most founders walk into pitch meetings with market data they cannot defend. Here is what credible startup market research actually requires:…