Snapwise AI Platform
End-to-end marketing automation from research to strategy to publication
Marketing is not a prompt. It's a workflow. Teams need persistent context (ICP, research, positioning), repeatable processes, and verifiable outputs. Chat interfaces can't maintain coherence, manage context windows, or scale safely across teams.
Modern marketing teams manage multiple clients across markets and channels under constant time pressure. Research, strategy, briefs, and content live in different tools. Context gets lost between steps. Prompting happens in chat interfaces with no memory or versioning. Quality depends on individuals. Scaling means more people, more chaos.
Built an AI-native marketing automation platform that turns market research into strategy, briefs, and content—with humans in control. Persistent context layer, multi-option strategy generation, validated execution pipeline, and human approval gates.
How It Works
Research Layer: Builds structured context per client—ICP, market research, competitors, positioning, products. Stored, versioned, reused
Strategy Engine: User selects market, language, ICP, products. Agents generate multiple strategies backed by keyword research and competitive analysis. Human approves
Execution Pipeline: Generates content briefs, calendars, production-ready content—all schema-validated and traceable to strategy inputs
Human-in-Loop: Humans approve research and strategy, choose options, validate outputs, steer iteration
SaaS Infrastructure: Firebase backend, GenKit AI SDK, schema-driven workflows, admin panel for clients/users/jobs/errors/billing
The Results
A commitment to data-driven growth, translating strategy into tangible performance metrics.
Tools & Technologies
The Bigger Picture
Marketing at scale requires systems that encode strategy, preserve context, and scale execution—not chat prompts. Combines first-principles marketing, AI systems design, and product thinking.
Interested in working together?
Let's discuss how I can help transform your marketing operations or build AI-powered systems.
Or email me directly at hello@sharonsciammas.com