AI Answer
Architecture.
Five concentric layers — from query intelligence to conversion — engineered so the moment an LLM answers a question in your category, it answers with you.
- Layers
- Five · Concentric
- Discipline
- Answer engineering
- Evidence
- Prompt test suites
- Cadence
- Fortnightly publish
Five
layers.
I · Query Intelligence
We map the exact phrasing buyers use with AI tools — not the keywords Google tracks. Natural questions. Long-tail intent. Comparison prompts. Category tournaments. Each one a battleground.
II · Entity Engineering
Your brand must exist as a canonical entity in the models' internal graph. Wikidata, Schema.org, LinkedIn, Crunchbase, tier-one press — all pointing to the same identity. No ambiguity. No competition with namesakes.
III · Answer Assets
Extractable passages engineered for quotation. Named frameworks. Data points with first-party provenance. Every page a candidate for citation — every paragraph shaped to be lifted.
IV · External Trust
The signals LLMs treat as ground truth — independent reviews, editorial coverage, third-party benchmarks, analyst mentions. The citation network outside your domain.
V · Conversion Architecture
AI-originated traffic converts on a different grammar than search. We engineer the landing surfaces, the comparison pages, the proof ledgers — so the moment a prospect follows the citation, they can say yes.
Answer
layer.
The five-layer audit is where it starts. 72 hours, €3,500, a blueprint you can execute with us or without.