Our ProductNibilo
AI visibility, measured and improved.
Google made you visible. AI decides if you exist. Nibilo is the platform we built to audit how businesses appear across AI-powered search - and fix what's missing.
Platform
SaaS Web App
Timeline
8 weeks to MVP
AI Engines Tracked
6 platforms
Status
Live product
The problem
AI-powered search is replacing traditional results. When someone asks ChatGPT "who's the best accountant near me?" or Perplexity "find a roofer in Boston," the AI generates an answer - and most businesses never appear in it.
98.8% of local businesses are never recommended by ChatGPT. There was no tool to measure this, no way to track it, and no clear playbook to fix it. We built Nibilo to solve that.
What we built - Frontend
The public-facing marketing site and the client dashboard.
Marketing site with animated hero, gradient backgrounds, and conversion-optimized layout
Interactive audit tool - users enter a URL and receive a real-time AI visibility score
Dashboard for clients to view citation reports, competitor analysis, and recommendations
Responsive design built with Next.js, Tailwind CSS, and Framer Motion
SEO and GEO-optimized page structure with schema markup throughout
What we built - Backend & Infrastructure
The AI scraping pipeline, report engine, and billing system.
Custom scraping and inference pipeline that queries ChatGPT, Gemini, Perplexity, Claude, Grok, and Siri
Prompt engine that generates hundreds of category-specific queries to test brand visibility
Competitor citation mapping - benchmarks a business against competitors across all AI platforms
Automated report generation with scoring, trend tracking, and actionable recommendations
Schema and structured data analysis to surface technical improvements
Stripe integration for subscription billing with tiered pricing
Tech stack
What it delivers
Tracks visibility across 6 major AI platforms in a single dashboard
Processes hundreds of prompts per audit to map citation frequency
Identifies exactly which AI engines mention a business - and which don't
Delivers actionable GEO recommendations: schema fixes, content gaps, citation opportunities
Clients typically see measurable citation improvements within 20–60 days
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