AI Agents for Osint/Sigint vs Verdikt

Memoize page layouts so extraction cost falls as usage grows. Public beta is open.

Verdikt takes a short pitch, runs automated web research, and returns a cited report with a score and named risks before any code gets written.

About AI Agents for Osint/Sigint

Memoize page layouts so extraction cost falls as usage grows. Public beta is open. This consists of claws, browser/computer-use, and agentic crawlers, and scrapers. These have made it easier to retrieve data, but the cost has stayed the same. It's an work-in-progress implementation for a continual learning harness focusing on Browser-use. Lower cost at scale: as layouts are memoized, cost comes down to a vector query. Your agentic loop only has to deal with the DOM nodes it's concerned with: More signal, less noise.

About Verdikt

Verdikt is a validation service for solo founders and people building quickly with AI coding tools. A founder describes an idea, completes a guided brief covering the problem, target customer, competition, business model and go to market plan, and receives a digital research report. Each report includes a Verdikt Score from 0 to 100 with four sub scores, named risks with thresholds, and a source library citing every claim. Ideas scoring 70 or above also get a development outline with milestones, suggested tools and launch channel research. The service runs on OpenAI models while Anthropic handles live web lookups. A single report costs 14.99 USD and a three idea Builder Pack costs 39.99 USD, both without subscription.