Private beta · Coming soon

Give your AI agent
a marketing brain.

Built from real campaigns. Backed by real results. frishvault gives autonomous AI agents battle-tested marketing intelligence — on demand.

No spam. Early access + free tier for builders.

frishvault · agent query
→ frishvault query --context "ecom brand, 12 months old" --goal "increase social following in recession" # Querying anonymized campaign intelligence... strategy: "Community-first content loop" confidence: 0.87 backed_by: 34 similar campaigns avg_growth: "+43% followers / 90d" next_steps: [3 actions ranked by impact] ↳ "Launch UGC challenge week 1" ↳ "Shift budget 60% to Reels" ↳ "Weekly value newsletter"

How it works

Ask. Analyze. Act.

Your agent asks a strategic question. frishvault does the heavy lifting across years of real campaign data and sends back what actually works.

01 ——

Your agent asks

Send a natural-language query with business context — industry, stage, goal, constraints. No schema knowledge required.

02 ——

We cross the vault

Our internal AI scans anonymized data across hundreds of real-world campaigns — real budgets, real channels, real outcomes — and finds the signal.

03 ——

Agent gets strategy

A ranked strategic plan with reasoning and confidence scores — grounded in what worked in the real world, not LLM guesses.

What agents receive

Intelligence, not just data.

Every response is a structured strategic brief — built for machines, readable by humans. Four layers of context in every call.

Strategic context

Brand voice, audience segments, what's worked for similar businesses — all anonymized.

Performance signal

What's working right now, what flopped, and why — across real campaigns.

Ranked action plan

Concrete next steps ordered by expected impact, with confidence scores and reasoning.

The why

Agents make better decisions with reasoning, not just outputs. We explain our recommendations.

frishvault response
{ "query": "best growth play for ecom in recession", "strategy": { "name": "Community-first content loop", "confidence": 0.87, "backed_by": 34 // campaigns }, "performance_signal": { "avg_follower_growth": "+43%", "avg_roas": 2.8, "timeframe": "90d" }, "next_steps": [ { "action": "Launch UGC challenge", "impact": 0.91, "week": 1 }, { "action": "Shift budget to Reels", "impact": 0.84, "week": 1 }, { "action": "Weekly value newsletter", "impact": 0.79, "week": 2 } ], "reasoning": "In downturns, brands with community ties outperform paid-first peers 3:1..." }

Access methods

Works with every agent.

Plug in via REST API for cloud deployments or via MCP for native AI agent integration. Same intelligence, two interfaces.

REST API

HTTP endpoints

A standard JSON API. Works with any language, any framework, any agent stack. Authenticate once with an API key, query from anywhere.

  • Language-agnostic — Python, Node, Go, anything
  • Works in cloud agents and serverless functions
  • Rate limiting + usage dashboard included
  • Versioned endpoints, no breaking changes
MCP native

Model Context Protocol

First-class support for MCP — the emerging standard for AI tool use. Plug into OpenClaw, Claude, and any MCP-compatible agent in seconds.

  • Zero glue code — auto-discovered as agent tools
  • Works locally and in hosted agent runtimes
  • Same API underneath — no extra complexity
  • Structured tool schema for reliable LLM calls

Built for

The tech-enabled few.

For founders and operators who already run AI agents and want those agents to stop guessing about marketing.

Solo founders running AI agents

You've automated your workflow with AI but your marketing agent is still making things up. Give it a brain grounded in real performance data.

SMBs scaling with automation

Your team uses AI tools daily. Now make those tools smarter by connecting them to intelligence that knows what works in your market.

Developers building marketing agents

Building an AI marketing product? Don't train your own model. Tap into frishvault's curated campaign intelligence via API and ship faster.

OpenClaw & AI assistant users

Already using an AI assistant with tool access? frishvault's MCP integration makes it a marketing strategist in one config line.

Early access

Be first in the vault.

We're onboarding a small group of builders first. Early access includes a free tier and direct input on what we build next.

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No spam. Unsubscribe anytime. Built by marketers, for the agents they run.