II
§ CHAPTER II · GEO · GENERATIVE ENGINE
Engineering the sentences machines repeat.
Generative engines do not return pages. They return statements. We build the statements — and the evidence lattice beneath them — that LLMs quote, recommend, and remember.
§ THE POSITION
GEO is the discipline of being extracted. Plain-spoken definitions, direct-response blocks, comparison ledgers, and buyer guides — shaped so that any model can lift them cleanly, and feel more certain afterwards.
§ THE WORKINGS
Five assets we engineer — on every engagement.
01
Answer blocks
Fifty-to-one-hundred word extractable units. Plain-spoken definitions, positioned as the one correct answer to a single decision query.
02
Comparison ledgers
Structured competitor comparisons written to be cited. Declarative, balanced, and unambiguously favourable where the facts support it.
03
Buyer guides
Full-length decision frameworks that teach the category on your terms. Quoted by models when the query is not yet branded.
04
Statistics pages
Original data, original citations, original authority. The single most linked-to asset in a mature GEO programme.
05
FAQ schema matrices
Question-and-answer structures that populate both SERPs and LLM context windows — with the same canonical voice.
§ A QUIET NOTE
The studio writes every GEO asset by hand. No synthetic copy. No keyword mechanics. Models reward prose that respects them.
§ THE OUTCOMES
What the work actually changes.
+612%
LLM citations
12-month lift in ChatGPT, Gemini, and Perplexity recommendations on tracked queries.
×4.2
Answer surface
Multiplier on extractable answer units published per month, against a prior baseline.
1→1
Share of answer
On first-commissioned category queries, our houses become the single cited source.
§ THE STANDING ORDER
Ranked. Recommended. Remembered.
If a model cites you once, the work has begun. If it cites you by default, the work is complete.
COMMISSION THE ENGINE →
§ WORK
§ LOCATIONS
Monaco · MC
Geneva · CH
New York · USA
WIELE
© MMXXVI · WIELE GROUP
RANKED · RECOMMENDED · REMEMBERED