AI now synthesises answers, not lists. When buyers research your category, it names specific companies, cites specific sources, and repeats specific stories. We make sure those stories are yours.
Search has changed. The question is whether your brand has kept up.
AI doesn't return a ranked list. It picks a source, names a brand, and repeats a story. For buyers who start their research in ChatGPT, Perplexity, or Google AI Mode, the company that isn't cited doesn't exist. The question is whether that company is yours.
"If you aren't the answer, you're invisible."
Why VML Finland? We decide what AI should say about your brand.
Here is why Finnish B2B leaders partner with us to navigate the new search landscape:
- Strategy before implementation. Anyone can paste a schema tag. Deciding what that schema should say, which content carries your brand story, and what narrative AI should associate with your name is a different kind of work. That's where we start.
- Finnish B2B, global reach. We work with brands where engineering depth and decades of reputation need to be legible in a channel that runs predominantly in English. We understand that challenge because we work on it every day.
- Full implementation included. Strategy is the entry point because it's where the decisions are. We can also handle everything downstream: schema blueprints, entity signals, content production, llms.txt, full platform optimisation. Or we work alongside your team.
B2B Brands That Trust Us
The 3I Framework
This is what Generative Engine Optimization means in practice. Three layers, one goal: AI finds your brand, understands it accurately, and cites it when the right question is asked.
I. Infrastructure
Make your brand readable to AI
AI can only work with what it can read. If your site relies heavily on JavaScript rendering, if your schema is missing or wrong, if there's no llms.txt to guide AI crawlers, your brand is harder for AI to access than your competitor's. We fix the technical layer so your content actually reaches the channel.
- Schema & Structured Data: Explicitly telling AI what your content means.
- Core Web Vitals: Engineering for speed and stability.
- Crawlability: Ensuring no technical barriers hide your content from the index.
II. Information
Content AI can actually cite
Most companies have strong content, but it was built for a different era. Dense PDFs, research locked behind forms, thought leadership written for human readers. AI can't cite it. We audit which of your existing assets AI can actually cite, and build the content architecture that fills the gaps.
- Question-Based Content: Structuring your expertise around what buyers actually ask AI.
- Content Citability Strategy: Deciding which content assets to prioritise for AI citability.
- Content Formatting: Formatting content so AI can extract and repeat it accurately.
III. Influence
Make sure AI knows who you are
AI builds its understanding of your brand from every signal it can find: Wikipedia, Wikidata, industry publications, third-party recognition. If those signals are incomplete or point to the wrong version of your company, that's what AI repeats. We close the gap between what AI currently knows about your brand and what it should know.
- Authority Building: Building the third-party recognition AI uses to validate your brand.
- Entity Management: Making sure Wikipedia, Wikidata, and the Knowledge Graph describe the right version of your company.
- Brand Alignment: Connecting your domain, brand identity, and entity signals across the web.
See how all three work together as a single engagement.
How we work
1. AI Visibility Snapshot
A quick read of how your brand appears across AI platforms today. Free. 1 day.
2. Full AI Readiness Audit
Brand narrative gaps, content citability, entity signals, technical foundation, and competitor analysis. Scoped based on site complexity.
3. Strategy and Build
Schema blueprints, content architecture, entity signals, and narrative planning. We implement, or work alongside your team.
4. Ongoing
Continuous monitoring, content publishing, and competitive tracking.
AI search is where your buyers are researching right now. Be the answer. Or be invisible.
Your customers are asking AI for answers right now. If your brand isn't the cited source, you don't just lose a click - you lose the entire conversation to your competitors.
- Start with a free AI Visibility Snapshot
- Run a Full AI Readiness Audit
- Build your AI Brand Visibility