When we launched the Crafted AI Framework, our mission was clear: Deploy intelligent agents at scale with speed, security, and flexibility.
What it is: “Instruct” is a task-driven mode where you tell the agent what to do, and it executes with structured reasoning and tools — no manual routing.
Instead of asking for raw answers, you give an instruction (e.g., “Audit my landing page for CRO improvements”), and the agent breaks it into steps, runs audits, merges outputs, and returns an actionable report.
🔑 How It Works
Instruction Capture — You send an input (via Crafted AI Framework with CopilotKit, using our API).
Agent Reasoning — The AI determines what steps are needed (e.g., scrape → analyze → recommend) and decide to use N8N workflow which fits.
Auto Tool Routing — N8N + Crafted Layer automatically call the right nodes by selecting workflow.
Result Formatting — Outputs are merged, cleaned, and delivered as structured recommendations.
⚡ Why It’s Powerful
Socratic reasoning → AI questions assumptions before acting.
Consistent outputs → Results follow templates (Analysis + Recommendations).
Autonomous orchestration → No need to predefine toolchains manually.
Reusable patterns → Same flow works for SEO audits, fraud detection, incident triage, etc.
🎯 Use Case — Landing Page CRO + SEO Agent
When if you ask:
“Please analyze my landing page to suggest improvements for conversion rate optimization and explain how it works.”
Here’s how the Crafted AI Framework + N8N + CopilotKit makes it happen.
⚡ The Flow
🔹 Webhook — Captures the request with landing page URL.
🔹 Scrapes Website — Extract HTML + content.
🔹 Technical Audit (Agent) — On-page SEO checks (critical issues, quick wins, improvements).
🔹 Content Audit (Agent) — Content quality, keyword analysis, readability, recommendations.
🔹 Merge + Aggregate — Combine both audits.
🔹 Markdown → HTML — Clean, formatted output.
🔹 Format Output → HTTP Request — Deliver result to Crafted AI agent interface in realtime using SSR
🖼 Demo Screenshots
👉 Screenshot 1: N8N Workflow (visual pipeline of nodes)
👉 Screenshot 2: Agent Output in CopilotKit (audit report nicely formatted)
👉 Screenshot 3: Rendered markdown (landing page snippet + recommendations applied)
🧠 How It Works Behind the Scenes
Crafted AI Layer → Provides reasoning + audit prompts with gpt-oss models.
N8N Orchestration → Automates data collection, flow execution, and merging.
CopilotKit Frontend → Displays results in a chat-style interface for end-users.
Vector DB (Redis + FAISS) → Stores past audits for trend analysis + reuse.
🚀 Why This Matters
Automated, expert-level audits in minutes
Actionable, structured output (critical issues, quick wins, opportunities)
Works across any website URL with zero manual setup
Ready to plug into customer-facing support bots or internal SEO teams
✅ Kickoff Action
Type /kickoff to spin up your own Landing Page CRO + SEO Audit Agent or any kind of agents you may instruct to run.
Plans for Everyone
Starter ($49/month): Ideal for solo developers and small teams.
Standard ($99/month): Priority support and integration features for scaling teams.
Enterprise ($499+): Custom dev, SLA, and premium onboarding.
Get Started Now
→ Start Free Trial — Deploy your first vector database in minutes with Crafted AI Framework
→ Explore Crafted AI Framework — Power agents with built-in intelligence and our vector DB is bundle and free-of-charge instance.
→ Talk to Sales — Enterprise use case? Custom integrations? We’ve got you
→ View on Toolify — Discover and share how you use it
→ Support on Product Hunt — Show love, leave feedback, and join our launch
→ Contact Us — Questions or partnership inquiries? Let’s connect
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