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Most brands have spent years optimizing for Google — building backlinks, improving page speed, crafting meta descriptions. But search behavior is shifting fast. Millions of people now get answers directly from ChatGPT, Claude, Gemini, Perplexity, and a growing list of AI platforms without ever clicking a search result. If your brand isn’t showing up in those AI-generated answers, you’re invisible to a growing share of your market. CogNerd exists to fix that.

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What CogNerd does

CogNerd is an AI search visibility platform. It monitors how your brand appears across 10+ AI platforms, scores your visibility, and gives you the tools to improve it — through structured files, optimized content, and technical audits.

Quick start

Sign up, connect your brand, and run your first AI visibility analysis in minutes.

Key concepts

Understand AI Visibility Score, GEO files, AEO reports, and how credits work.

Brand Monitor

See how AI platforms mention your brand and track changes over time.

API reference

Integrate CogNerd into your own tools and workflows via REST API.

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The problem CogNerd solves

Traditional SEO tools track rankings on Google and Bing. But AI search engines don’t rank pages — they generate answers. The factors that influence whether your brand gets cited in an AI answer are fundamentally different from what drives a Google ranking:
  • Does your brand have a machine-readable summary AI crawlers can parse?
  • Is your schema.org markup complete and current?
  • Do AI models have enough factual, structured information about your brand to include you with confidence?
Without visibility into how AI platforms represent your brand — or the right assets to influence that representation — most brands are flying blind.

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What you can do with CogNerd

Monitor AI mentions. Brand Monitor queries ChatGPT, Claude, Gemini, DeepSeek, Grok, Perplexity, Microsoft Copilot, You.com, and more. Every analysis shows where your brand appeared, what was said, and how that compares to competitors. Track your AI Visibility Score. Your score (0–100) measures how often and how prominently your brand appears in AI-generated answers across platforms. Watch it change as you optimize. Generate GEO Assets. CogNerd creates seven structured files — including llms.txt, robots.txt, sitemap.xml, and JSON-LD schema files — that give AI crawlers a clean, structured representation of your brand. Audit your readiness. The AEO Report (Answer Engine Optimization) runs a full technical diagnostic on your brand’s AI-search readiness and delivers a prioritized action plan with PDF export. Create AI-optimized content. Content Studio generates long-form blog posts and social content built for the way AI models are trained to cite sources.

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Who CogNerd is for

CogNerd is built for marketing and SEO teams at brands that depend on search-driven growth — particularly those seeing organic traffic shift away from traditional search engines. It’s also useful for agencies managing AI visibility for multiple clients, and for growth teams that want API access to build custom workflows on top of CogNerd’s analysis engine.

Marketing teams

Monitor brand mentions, track competitors, and generate content — all from one dashboard.

SEO agencies

Manage multiple brands, benchmark against competitors, and deliver AEO audit reports to clients.

Developers

Use the REST API to run analyses, generate GEO assets, and build custom integrations.

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How CogNerd is different from traditional SEO tools

Traditional SEO tools track keyword positions on Google and Bing. CogNerd tracks how AI platforms — ChatGPT, Claude, Gemini, and others — mention and cite your brand in generated answers. These are fundamentally different signals measured in fundamentally different ways.
Google’s crawler reads your HTML. AI crawlers parse structured data differently. CogNerd’s GEO Assets tool generates llms.txt, JSON-LD schema files, and other structured files specifically designed for AI model training and inference pipelines.
SEO optimizes pages to rank and earn clicks. Answer Engine Optimization (AEO) — the approach CogNerd supports — optimizes your brand’s presence to be included in AI-generated answers, where there are no links to click. The goal is citation and recommendation, not position.
Your AI Visibility Score aggregates performance across every major AI platform into a single 0–100 metric, so you can see the full picture and track overall progress without manually checking each platform.
CogNerd complements your existing SEO stack — it doesn’t replace it. Strong traditional SEO still helps AI models find and cite your content. CogNerd adds the layer of monitoring and optimization that’s specific to AI search.