20-50 Companies Max: The Uncomfortable Truth About AI-Generated Target Account Lists

For everybody else, let me be blunt: the promises of these agents are wildly overblown. I might be a lone voice here, but don’t say I didn’t warn you. The simple truth is that even the best AI models can only handle a content window of 1-2 million tokens. Translate that into company records, and you’re looking at just 20 companies with full profiles or 50 with partial details. That’s it.

You’ll jam the AI’s memory before you even fill the first page of your target accounts list. Beyond that, the AI agent gets hopelessly confused. It starts overwriting its own history, replicating data, making up companies that don’t exist, and often returning the opposite of what you asked for.

How do I know this? We’ve tried all the options. We broke large search jobs into small batches and tested every approach possible. With a single job, the scope stays tiny. With multiple jobs, errors compound fast. Besides not working, each search session costs $7-10, a few tries, and you’re out $100 with nothing to show for it.

Ping us to learn what we’re doing instead. We’re delivering thousands of records in target account results with precision that will blow your mind.