The AI models are talking
about you. Are they right?
GPT-4o, Claude, Gemini, and Perplexity are forming opinions about your brand from sources you don't control. AIPM audits what they think, scores your technical readiness, and tells you exactly what to fix.
SEO is dead. Welcome to GEO.
Harvard Business Review calls it Generative Engine Optimization. We call it AI Presence Management. The shift is the same: AI models are replacing search engines as the front door to the internet.
The Old World: SEO
You optimized for Google's crawler. Keywords, backlinks, meta tags. Google ranked pages. Users clicked links. You controlled the narrative through your own website.
The New World: AI Answers
Users ask ChatGPT "What laptop should I buy?" and get an answer — synthesized from training data, third-party reviews, and whatever the model scraped. Your website might not even factor in. Perplexity cited a 1.6-star Sitejabber review to describe Dell. Not Dell's own content. Sitejabber.
The Gap
Most companies have no idea what AI models say about them. No way to measure it. No way to improve it. The models form opinions from whatever they find — and whoever controls that narrative controls your brand.
AIPM: The Fix
We query the models directly. We score your technical structure. We show you exactly what they think, why they think it, and what you need to change. Audit, optimize, monitor, correct.
Four steps to AI visibility
Submit a domain. We do the rest.
Query AI Models
We ask GPT-4o, Claude, Gemini, and Perplexity five questions about your brand: awareness, accuracy, sentiment, recommendation, and NPS confidence.
Score Structure
We crawl your domain and score five technical factors: robots.txt AI permissions, LD-JSON schema, semantic HTML, sitemap presence, and meta tags.
Detect Threats
We cross-reference your brand against our threat intelligence database — 1M+ indicators — to find impersonation, typosquatting, and reputation attacks.
Generate Fixes
Prioritized recommendations with exact code snippets. What to add to robots.txt. What LD-JSON schema to implement. What the models need to hear.
Two dimensions. One score.
Combined Score = (AI Perception × 0.6) + (Structure × 0.4), capped at 95. We guarantee 5% bullshit exists.
Does your robots.txt allow AI crawlers? GPTBot, ClaudeBot, PerplexityBot, Google-Extended — blocking them means the models can't learn from your content.
Structured data that tells AI models exactly what your organization is, what you do, and how to describe you. The difference between "some company" and a precise identity.
Proper heading hierarchy, ARIA landmarks, and semantic elements. AI models parse structure — a well-organized page is easier to understand than a div soup.
An XML sitemap helps every crawler — traditional and AI — discover your content. Dell and NVIDIA don't have one. You should.
OpenGraph, Twitter Cards, and description meta tags. These are the first thing AI models read when they visit your page.
"As AI-generated results become the primary interface between brands and consumers, companies that fail to optimize for generative engines risk becoming invisible."
— Harvard Business Review, How Generative Engine Optimization Is Changing Marketing
Everything you need for AI visibility
From one-time audits to continuous monitoring.
Multi-Model Querying
GPT-4o, Claude Haiku, Gemini 2.5 Flash, and Perplexity Sonar queried in parallel. Five dimensions scored per model: awareness, accuracy, sentiment, recommendation, and NPS.
Structure Analysis
Full crawl of robots.txt, LD-JSON, semantic HTML, sitemap, and meta tags. Scored against what AI crawlers actually need to understand your brand.
Brand Threat Detection
Cross-referenced against 1M+ threat indicators. Find impersonation domains, typosquats, and reputation attacks before the AI models learn from them.
AIPM-NPS
Net Promoter Score calculated from AI model recommendation confidence. Would GPT-4o recommend you? Would Perplexity? Now you know.
Fix Generation
Prioritized recommendations with exact code. robots.txt rules, LD-JSON templates, semantic HTML fixes. Copy, paste, improve.
Audit History
Every audit persisted to Azure Table Storage. Track your score over time. See the before and after. Prove ROI to your board.
Ready to see what the AI thinks?
Free tier. No credit card. 500 audits per day. Results in under 15 seconds.
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