CitedLift Blog

Field notes on AI visibility.

How European B2B and ecommerce brands become the default answer in ChatGPT, Perplexity, Gemini and Google AI Overviews. Tactics, teardowns, frameworks.

GEOAI VisibilityVibe Coding

Your vibe-coded SaaS works. The AI still doesn't know it exists.

You built a SaaS in a weekend with Cursor and Stripe. ChatGPT still recommends your competitors. Here's why vibe-coded SaaS is invisible to AI — and the fix.

Oleksii Galbur
AI answer interface showing competitors cited while one relevant B2B SaaS brand is missing
Generative Engine OptimizationGEOAI Visibility

What is GEO? A 2026 Guide for B2B Founders

Generative Engine Optimization gets your B2B brand cited inside ChatGPT, Perplexity, and Google AI Overviews. A fully-sourced guide for bootstrapped founders.

Oleksii Galbur
ManifestoGEOAI Visibility

Why we built CitedLift

Most European B2B and ecommerce brands are invisible to AI search — even when their products, teams and revenue are real. Here is why that gap exists, and what the next 12 months of buyer behaviour look like for the companies that close it.

Oleksii Galbur