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raina7sri/README.md

Aurics.ai

Raina — AI-Native GTM & Marketing

Building AI-Native GTM. From Strategy to Tools.

🌐 aurics.ai  ·  💼 LinkedIn


Go-to-market & marketing leader who ships. Aurics.AI is my studio for building and implementing AI-native tools that create, measure, and improve how products and brands show up for human prospects and AI agents in search and go-to-market — any company, any category, any stage.

🧰 What I've Built

🔹 AI Visibility Scorecard  ·  Live · Open Source

Measures how ChatGPT, Gemini, Perplexity & Claude recommend, mention & cite a brand when buyers ask category questions — the metric traditional SEO tools miss. Field-tested in production: 67% recommendation · 46% citation · 46% share of voice across 4 AI assistants. → Try it live  ·  Source

🔹 Customer Response Engine  ·  Live · Open Source

A reusable AI-native workflow for customer responses. AI Reasoning interprets the message and applies an approved playbook; the human keeps business-context decisions and the final send. Live in production: an explainable, human-in-the-loop drafting engine that turns a customer outreach into a governed, brand-aligned response accompanied by a response analysis. → Try it live  ·  Source

🔹 Messaging Operating System  ·  In Development

A systematic framework for consistent, persona-adapted messaging across every channel, customer-journey stage, and content type — with AEO requirements built in at every point to ensure AI visibility.

More AI-native GTM tools on the way.


See everything live → aurics.ai  ·  Hiring for AI-native GTM? Let's talk →

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  1. ai-visibility-scorecard ai-visibility-scorecard Public

    Measure how ChatGPT, Gemini, Perplexity & Claude recommend, mention & cite your brand.

    HTML

  2. response-engine response-engine Public

    Working implementation of an explainable, human-in-the-loop customer-response workflow.

    TypeScript