Methodology

Every finding has provenance.

GEO is measured through non-deterministic systems. The useful asset is not one pretty answer but a reproducible protocol.

01

Context

Define product, buyer, market, language, competitors and the decision moment.

02

Security

Classify data, permitted tools, retention and NDA requirements.

03

Prompt map

Create real commercial questions rather than only asking the model about the brand name.

04

Controlled run

Save prompt, model, search mode, date, answer, citations and repeats.

05

Normalisation

Separate mention from recommendation, fact from judgement and brand from namesake.

06

Competitors and sources

Measure presence and inspect which independent sources support the answer.

07

Technical check

Indexing, HTML, canonical, languages, schema, crawler access and accessibility.

08

Action plan

Priority, expected effect, difficulty, dependencies, owner and repeat measurement date.

Evidence rules

What the report will not do.

  • No figures without saved answers.
  • No guarantee of a position in a specific model.
  • No conclusion from a single prompt.
  • No mixing brand recognition with brand recommendation.

Preliminary assessment

First, we check if there is a real problem to solve.

Complete the short form. Within 24 hours the team will review the site, product and competitive field, then message you on Telegram with an honest assessment.

No files. No passwords. No automated promises.Scope and commercial terms are defined after the assessment.
What else may be relevant

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