Fixed prompt set
Group category, comparison, local, language and service prompts by buying intent and record every run.
AI VISIBILITY TRACKING / GEO REPORTING
See whether your brand shows up in the questions that matter.
Turn one-time GEO findings into a repeatable measure–learn–prioritise cycle across prompts, platforms, languages, sources, referrals and qualified enquiries.
- Keep a versioned prompt set so every month is comparable.
- Separate what changed in the answer from what caused the change.
- Connect visibility movement to technical, content, entity, authority and conversion actions.
We start with the questions your buyers already ask, then make the useful evidence on your site easier to find, understand and act on.
WHAT THE BUYER NEEDS TO KNOW
When a buyer asks, your website needs somewhere useful to take them.
01Question“Did the answer change—and did the right buyer take the next step?”
02Evidencea sample monthly tracking table showing trend, answer change, source movement, risk and recommended action
03ActionA clearer answer and a useful next step
AI ANSWER SIGNALSPROMPT GOVERNANCESIGNAL BOARDBUSINESS LINKMEASURE → ACT
PROMPT GOVERNANCESIGNAL BOARDBUSINESS LINKMEASURE → ACTNEXT STEP
WHY THIS MATTERS TO THE BUSINESS
From occasional screenshots to a record of what changed over time.
That question still needs a good answer: clear facts, credible proof and a page that makes the next step obvious.
Trend and answer accuracy
Track mention rate, recommendation frequency, answer accuracy and platform coverage instead of a single visibility score.
Source and referral movement
Record citation and source changes, AI-referred visits, qualified enquiries and assisted conversion with clear definitions.
FROM A QUESTION TO A REAL ENQUIRY
A short answer still depends on four practical checks.
We check four things in order: can the site be read, is the offer clear, is there proof, and can the visitor take the next step?
Fixed prompt set
Group category, comparison, local, language and service prompts by buying intent and record every run.
Trend and answer accuracy
Track mention rate, recommendation frequency, answer accuracy and platform coverage instead of a single visibility score.
Source and referral movement
Record citation and source changes, AI-referred visits, qualified enquiries and assisted conversion with clear definitions.
Action loop
Turn a material change into a prioritised technical, content, entity or authority action, then retest it.
WHAT THE BUYER SEES TODAY
Before we add another page, we find out why the current answer is not doing its job.
First, we put the real buyer questions, current answers, sources and landing pages side by side. That shows whether the problem is visibility, accuracy, proof or the next step.
BUYER PROMPT“Did the answer change—and did the right buyer take the next step?”
DiscoveryNo signalReports show a new screenshot every month
InterpretationMixed signalPrompts change, so trend lines cannot be trusted
EvidenceWeak signalSource and answer changes have no owner
ConversionLost signalAI-referred demand is mixed with ordinary traffic
HOW THE WORK FITS TOGETHER
Four practical checks from question to enquiry.
GEO is the working link between a buyer’s question and a sales enquiry. Each part has a clear owner and a result to check.
Discover
PROMPT GOVERNANCEGroup category, comparison, local, language and service prompts by buying intent and record every run.Interpret
SIGNAL BOARDTrack mention rate, recommendation frequency, answer accuracy and platform coverage instead of a single visibility score.Support
BUSINESS LINKRecord citation and source changes, AI-referred visits, qualified enquiries and assisted conversion with clear definitions.Convert
MEASURE → ACTTurn a material change into a prioritised technical, content, entity or authority action, then retest it.THE WORK THAT MOVES THE NEEDLE
AI visibility tracking
Each part has one job: find the problem, improve the information, strengthen the proof or make the next step easier.
Fixed prompt set
Group category, comparison, local, language and service prompts by buying intent and record every run.
PROMPT GOVERNANCETrend and answer accuracy
Track mention rate, recommendation frequency, answer accuracy and platform coverage instead of a single visibility score.
SIGNAL BOARDSource and referral movement
Record citation and source changes, AI-referred visits, qualified enquiries and assisted conversion with clear definitions.
BUSINESS LINK
Action loop
Turn a material change into a prioritised technical, content, entity or authority action, then retest it.
MEASURE → ACT
HOW WE CHECK PROGRESS
A useful report tells you what changed and what to do next.
Use the same prompts, dates and definitions each time. The figures below are planning examples, not client results.
12 → 36Versioned prompts tracked
Unclear → DefinedAnswer accuracy observations
0 → 8Source changes with actions
4 → 12Qualified AI-referred enquiries
Segment English, Traditional Chinese and Simplified Chinese only where each language is commercially relevant to Hong Kong buyers; record location and platform context with the prompt.
THE BUYER DECISION
If the page is unclear, the buyer keeps looking.
BEFORE GEO
The buyer cannot tell whether you are a good fit.
- Reports show a new screenshot every month
- Prompts change, so trend lines cannot be trusted
- Source and answer changes have no owner
- AI-referred demand is mixed with ordinary traffic
AFTER GEO
The buyer can see why your service fits.
- Prompts, dates and languages stay comparable
- Mention, recommendation and accuracy have definitions
- Every important movement creates an action
- Referrals and enquiries are reviewed with sales context
From occasional screenshots to a record of what changed over time.
Illustrative planning frame—not a promised outcome.
WHO WORKS ON IT
One focused team from the buyer question to the enquiry.
Strategy defines the questions, content and search organise the proof, and the website turns interest into an enquiry. The images show working situations, not client endorsements.
STRATEGY
Prompt and market direction
Group category, comparison, local, language and service prompts by buying intent and record every run.
SEARCH + CONTENT
Evidence people can verify
Track mention rate, recommendation frequency, answer accuracy and platform coverage instead of a single visibility score.
WEBSITE + CRO
A useful next step
Record citation and source changes, AI-referred visits, qualified enquiries and assisted conversion with clear definitions.
START WITH THE REAL QUESTION
Tell us what your buyers are trying to choose.
Share your website and the question, category or comparison that matters. We will use the details to suggest the right next step.
- Segment English, Traditional Chinese and Simplified Chinese only where each language is commercially relevant to Hong Kong buyers; record location and platform context with the prompt.
- a sample monthly tracking table showing trend, answer change, source movement, risk and recommended action
- English, Traditional Chinese and Simplified Chinese routes are tested only when commercially relevant.
FAQ
Your next customer may start by asking an AI tool what to choose.
What does AI visibility tracking GEO actually improve?
We start with the buyer questions that matter for AI visibility tracking, then compare the current answer, the pages and sources behind it, and the next page the visitor needs. The focus is practical: what should be clearer, what should change, and how will we check it?
How is tracking different from a GEO audit?
An audit diagnoses a baseline and prioritises work. Tracking is the recurring measure–learn–act programme that shows how prompts, answers, sources and AI-referred demand move over time.
Can you promise a platform will recommend my company?
No. Models, retrieval, sources and answers change. The programme improves evidence quality and measures movement, but it cannot control a final answer or promise inclusion.
What proof should we prepare before the work starts?
a sample monthly tracking table showing trend, answer change, source movement, risk and recommended action。
How do we measure whether it is working?
Track mention rate, recommendation frequency, answer accuracy, source coverage, AI-referred visits, qualified enquiries and conversion. Keep dates, prompts, sampling rules and CRM definitions visible. The page-specific reporting frame is: Versioned prompts tracked; Answer accuracy observations; Source changes with actions; Qualified AI-referred enquiries.
AI VISIBILITY TRACKING / GEO REPORTING
Start with the buyer question that is already sending people elsewhere.
The goal is simple: make the right information easier to find, trust and use.
See our GEO strategyGEO strategy · answer visibility · entity clarity · qualified enquiries