Notes from the lab.
We learn, research, synthesise, and pressure-test it in the real world. These are the notes we’ve gathered along the way — from Jakarta.
Why Your Brand Doesn't Appear in AI Answers (And How to Check)
Your traffic looks fine, but enquiries slow down and nothing obvious broke. Here's why buyers now ask AI instead of Google, why being absent from the answer costs you silently, and a 10-minute check to see exactly where you stand.
AI Search Is Real: The Data Your Boss Needs to See
AI search is real and already measurable: organic clicks are falling even when traffic looks stable, because AI engines answer high-intent questions directly without sending users to websites. The…
Narrative Architecture: Why AI Cites Some Brands and Ignores Yours
Short AnswerA studio that practices narrative architecture builds its brand as a structured, confident body of evidence — not a collection of pages — so AI engines can extract and cite it as the answer to a specific question. Without tha…
Why Your Brand Is Invisible to AI: A Diagnostic Guide
Direct Answer
AI Search Is Stealing Your Leads
A competitor started appearing in ChatGPT and Perplexity answers. Leads that had arrived quietly for years stopped arriving. No algorithm penalty. No traffic drop in Google Analytics. Just absence…
One Metric That Proves Your Brand Exists in AI Answers
One metric answers the CEO's question — AI Citation Share: the share of AI answers that name your brand instead of a competitor. Run the same category prompts across ChatGPT, Perplexity and Gemini, then count how often you appear.
What to Demand From a GEO Vendor Before You Sign
Quick Answer
Your Competitor Is in ChatGPT. You Are Not. Here's Why.
When an AI engine answers a buyer's question, it cites brands that have left clear, structured, trustworthy evidence across public text — not necessarily the brands with the most website traffic.…
Why Your Brand Is Invisible in AI Answers: A Diagnosis Guide
Your website rankings have not moved. Your ad spend is steady. But traffic is softening, and no one can explain why. The answer is not in Google Search Console — it is in a layer of search you may…short-answer\<span class=\sa-label\Short Answer</spanYour brand is absent from AI answers because of one or more of three structural gaps: your brand is not recognized as a distinct entity, no credible third parties have cite…
How to Choose a GEO Agency That Shows Your Own Brand Data
Three agencies, three decks, all saying GEO — and none showing your brand's actual named count. Here is how to tell a real GEO vendor from a relabeled SEO one, with five questions to ask.
Why AI Cites One Brand and Ignores Another
A brand can rank #1 on Google and still be absent from every AI answer. Here is what actually decides whether an AI engine cites your brand — and the three signals that move it.
GEO for B2B businesses in Indonesia: why it matters now
B2B buyers now open ChatGPT and Perplexity to screen vendors before contacting anyone. If AI doesn't name a brand, that brand drops out of consideration before the first conversation starts.
How to build brand authority in AI search (the five signals)
An AI engine weighs five signals before it names a brand: Authority, Corroboration, Consensus, Relevance, and Retrievability. Brands that get named are strong on all five — here's how to raise each.
How long does GEO take to work? An honest timeline
Early GEO signals usually appear within 60–90 days: entity and schema fixes can move in two weeks, while citations from third-party sources take longer. GEO compounds — moving early is the advantage.
How to structure content to be cited by AI: answer block, headings, schema
Content that AI cites answers one question completely in 40–60 words at the top of the page, with a clean heading order and correct schema. Here's the structure, part by part.
GEO vs SEO: what's the difference, and why it matters now
SEO optimizes a page to rank as a link; GEO works to get a brand cited inside the AI answer. The target moves from a click to a citation — and the tactics follow.
How to measure your brand's visibility in AI answers
AI visibility is measured by how often and how prominently a brand is named when engines answer category questions — not by search rank. Here are the basic steps.
What is Narrative Architecture?
Narrative Architecture is the discipline of engineering the five signals an AI engine weighs — Authority, Corroboration, Consensus, Relevance, Retrievability — so a brand's story is coherent to people, legible to machines, and cited in the answer.
What Is Generative Engine Optimization (GEO)?
Generative Engine Optimization (GEO) is the practice of getting your brand named and cited inside AI answers — ChatGPT, Gemini, Perplexity. The complete guide from White Wood.