AI search engines now decide what most buyers learn about a brand before they ever visit its site. In 2026, the question stopped being where you rank on Google and started being whether Perplexity, ChatGPT search and Google AI Overviews mention you when a buyer asks a category question.
The category is variously called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or simply AI search marketing. The mechanics are the same. AI engines synthesise answers from a small set of cited sources. The brands inside those sources win the consideration moment. Everyone else is invisible.
The articles below cover the citation mechanics we actually see in the field, the dashboard ecosystem that tries to measure it, and where paid surfaces (ChatGPT Ads, Reddit Ads) fit alongside organic citation work.
Search is no longer just a list of links. Brands now compete across three layers: rankings, answers, and AI recommendations. Most marketing teams optimise for the first and ignore the other two, which is why CAC keeps rising while competitors keep showing up in AI shortlists. Here's the actual framework and what to do about it.
OpenAI Ads Manager Beta dropped the $50K minimum, CPC bidding shipped, and Criteo reported LLM-referred traffic converting at 1.5x other channels. The catch: this isn't another performance channel. It's the first ad surface built around conversation intent, and it signals where the entire ad market is going.
OpenAI Ads Manager Beta is live, CPC bidding shipped, and the JavaScript pixel is in production. The catch: ChatGPT Ads doesn't reward Google-style keyword logic. It rewards conversation intent. The setup, from access to first campaign.
AI search now decides what most buyers learn about your brand before they ever visit your site. Most of the citations come from Reddit. Here's the 2026 playbook for getting your product inside those answers.
The 2026 GEO-tool market launched ten dashboards in six months. Profound, Otterly, AthenaHQ, Peec, Hall, Semrush AI Toolkit and counting. They all answer the same question: am I cited? None of them answers the harder one: how do I start being cited?
Reddit just expanded Max Campaigns, App Event Optimization and first-party attribution. The early data is real: –15% CPA, +28% conversions. None of it helps the harder question, whether ChatGPT and Perplexity mention you when a buyer asks.
CMC AI openly confirms that it ingests crypto-related X posts as aggregate sentiment, trending keywords and coin-level snapshots. We asked it directly, then validated against 30 token launches in Q1 2026. Here's what actually moves the ranking.
On every commercial crypto query , '[brand] review', '[brand] vs', 'best non-KYC swap', a Reddit thread is on Google page one. Most brands don't realise their landing page is the second result.
We pull Perplexity, ChatGPT search and Google AI Overviews for your top 10 buyer queries and show you the citation gap. Free, takes 30 minutes.