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GEO SERVICES · EVIDENCE FIRST

Build the evidence,
then decide what to improve.

CLEARCRAFT LAB helps Hong Kong businesses improve the conditions for being discovered and understood in AI search. We turn traceable observations into reviewable content, technical and brand-information work.

DIRECT ANSWER · CURRENT SCOPE

What does CLEARCRAFT’s GEO service actually improve?

CLEARCRAFT verifies brand and service facts, Hong Kong buyer questions, public sources, crawlable content and technical foundations. The work improves the conditions under which search and AI systems can discover, understand and verify a brand. Deliverables include a reviewable baseline, identified content and data gaps, and acceptance-ready improvements; each platform still controls whether a brand is displayed, cited or recommended in a particular search context.

EVIDENCE PATHRead the measurement method and evidence boundaries →

Boundary: The service improves controllable information quality and readability. It does not guarantee ranking, citation, traffic, recommendation or revenue.

01

AI visibility baseline

Establish a reviewable starting point using verified brand facts, locked buyer questions and recorded observation conditions.

DELIVERABLES

  • Brand and website fact inventory
  • Hong Kong buyer-question set
  • Raw answers, source states and exceptions
  • Readable baseline and limitations
02

Competitor gap diagnosis

Compare content and data gaps only after official domains, names and equivalent observation conditions are confirmed.

DELIVERABLES

  • Candidate and domain verification
  • Like-for-like visibility records
  • Content, entity and technical gaps
  • Prioritised hypotheses for review
03

Evidence report and action plan

Separate direct observations, cross-question hypotheses and work that still needs client confirmation.

DELIVERABLES

  • Evidence-reading guide
  • Content and technical action queue
  • Exceptions and unknown states
  • Retest and human-QA plan

WORKING METHOD

From a buyer question
to the next accountable action.

We confirm the question and data boundary first, then observe, review and prioritise. Each step keeps its evidence and owner visible.

01

Confirm scope

Lock the market, language, website, brand facts and questions in writing.

02

Observe consistently

Record answers, time, source status and exceptions under a stable configuration.

03

Review by people

Separate observed facts, missing evidence, uncertainty and improvement hypotheses.

04

Plan the next step

Turn findings into testable content, technical or brand-data work.

BUYER QUESTIONS

Clarify the boundaries
before procurement.

How do you respond to changes in Google and other AI systems?

We record the question, market, language, date and available sources, then update priorities when the platform or observable conditions change. A single answer is never treated as a permanent result.

What do we receive beyond a one-off check?

Depending on scope: verified facts and question sets, raw answer and source states, human-QA exceptions, prioritised actions and retest recommendations.

Who approves public claims?

CLEARCRAFT performs evidence QA. The client’s accountable owner must still verify services, addresses, prices, qualifications, brand facts and regulated wording before publication.

CONTINUOUS REVIEW

Define the evidence boundary,
then plan the next observation.

Only complete, human-reviewed records are used for interpretation.

Read the methodology