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Full-stack web developer, AI engineer & growth marketer. Building production-grade apps and intelligent solutions.

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    Marketing
    Live prospect research
    Cited claims
    Multi-touch
    Human approves

    AI Outreach Composer

    Fetches the prospect's own page, then drafts email, LinkedIn, follow-up, and voicemail touches under a hard grounding rule: each one must name the fact it draws from, and those facts are shown to you. That constraint is what stops a model confidently inventing funding rounds and headcounts. Nothing sends automatically.

    AI Outreach Composer

    Live prospect research
    Cited claims
    Multi-touch
    Human approves

    How it works

    1. Paste a prospect's URL and say what you offer
    2. The server fetches their page and reduces it to readable text (SSRF-guarded)
    3. A model drafts a four-touch sequence — email, LinkedIn, follow-up, voicemail
    4. Every touch must cite which fact from their page it leans on, so nothing is invented

    From real client work

    The citation requirement is the entire design. Ask a model to 'personalize' outreach and it will confidently reference funding rounds, headcount, and tech stacks it has no knowledge of — the fastest way to burn a prospect. Forcing each touch to name the fact it draws from, and showing you those facts, makes the failure mode visible before you send. Nothing sends automatically; a human approves every message.

    Triage the replies you get back