GEO Audit
AI visibility audit
One-off
Contact usWe help businesses become easier to understand and discover in AI answers.
Contact usFollow a customer from an online question to a café door.
Illustrative journey. The town, business and responses are fictional, not client results or a promise of visits.
Research your brand and competitors, define customer questions and test them in the actual interfaces of eight AI engines.
You receive: an audit, a visibility baseline and original screenshots.
Set priorities for questions, content and channels around your goals, existing material and budget.
You receive: a GEO strategy and content distribution plan.
Prepare clear business information, content, FAQs and structured material for you to approve and publish.
You receive: accurate brand content designed to be understood and cited.
Retest agreed questions, compare mentions and sources, monitor competitors and improve the content.
You receive: repeat-test reports, a change log and next steps.

Keep the question, time, engine and original answer. Record citations whenever the answer shows them.
Compare mentions, descriptions and recommendations. Separate observed facts from interpretation to identify information gaps.
Retest with consistent questions and conditions, comparing answers alongside published content and cited sources.
Publishing does not mean immediate adoption. We commit to agreed testing, evidence and deliverables, not guaranteed rankings, recommendations or timelines. We do not attribute every change to a single action.
Test brand, customer-context and recommendation questions, recording each answer and its visible sources.
Test brand names, categories and customer questions. Record mentions, descriptions and recommendations, then check the citations displayed in each answer.
Use a consistent core question set. Check brand accuracy, the basis for comparisons and whether sources can be verified.
Save answers and visible citations. Check whether key facts and differences are conveyed accurately, and identify unanswered questions.
Test your brand, products and relevant use cases. Verify names, service scope and recommendation reasons, recording the sources shown.
Review brand descriptions, category associations and recommendations. Archive answers and citations to track changes over time.
Ask the same brand and customer questions. Check facts, recommendation wording and citations, then compare them with other engines.
Test brand recognition, specialist questions and comparisons. Keep full answers to see which information is used and where gaps remain.
Test real questions relevant to your business. Record mentions, descriptions and recommendations as part of the cross-engine picture.
This describes our testing scope, not live results. Questions and priorities are agreed for your business; citations depend on the answers returned.
Ask about your brand, then request recommendations for your city and category. Choose the closest result below.
What to check
Limited public information, inconsistent names or a missed source can cause gaps. One answer is not enough to identify the cause.
Review your website, business description, location details and FAQs. Make the information consistent, accurate and verifiable.
Contact usWhat to check
Your content may explain who you are without answering customer questions. Wording, location and variation between answers also matter.
Document common questions, relevant use cases and evidenced strengths. Connect your business to the needs it serves.
Contact usWhat to check
Available sources may not explain what makes your business different. Compare several questions, competitors and sources before drawing conclusions.
Add verifiable product, service, case-study and qualification details. Review competitor citations and avoid claims you cannot substantiate.
Contact usWhat to check
This is a positive signal, but answers vary by question, time, location and engine updates.
Maintain a consistent question set and record changing mentions, descriptions and sources. Update outdated information.
Contact usThis local guide does not query AI. One answer does not establish long-term performance; a formal audit compares a set of questions.
Start with an audit. Build from what you learn.

AI visibility audit
One-off
Contact usStrategy, content and retesting
Monthly
Contact usOngoing monitoring and refinement
Annual
Contact usFees depend on your industry, question set and scope. An Audit does not commit you to further work. Delivered reports, screenshots and content belong to you. Other engagement and exit terms are agreed in writing before signing.

Helping businesses understand how they appear across Chinese AI platforms.
Co-founders
University of Melbourne
Hong Kong University of Science and Technology
Hong Kong University of Science and Technology
Consumer brands, professional services, B2B technology, retail chains and local businesses. We combine content strategy with our own tools for cross-engine testing, screenshot archives and reporting.
Already have a content team? You can handle production and publishing while we focus on monitoring, strategy and verification.
Message us on WhatsApp or send an email. Your brand, city and category are enough to start.
Publishing content, having it retrieved and appearing in recommendations are different stages. Timing varies by industry, competition, questions and engine updates. We do not promise a fixed date. We establish a baseline, retest on an agreed schedule and track changes in mentions, descriptions, recommendations and cited sources.
We prepare content and publishing guidance. You or your team approve and publish it, retaining control of your brand, accounts and platform compliance. Any official publishing automation is agreed separately, subject to platform rules and your authorization.
Each test records the question, engine, time and original answer screenshot, plus citations when the answer displays them. Reports explain the assessment criteria and separate observed results from analysis so you can review the evidence.
We do not invent case studies or present demonstrations as client results. Review our deliverables and 4S method, then use a standalone Audit to assess your own brand before deciding whether to continue. Client results are shared only with permission.
Our testing scope includes Doubao, DeepSeek, Kimi, Qwen, ERNIE, Tencent Yuanbao, Zhipu Qingyan and iFlytek Spark. Priorities depend on your customers and business. These eight engines do not represent every AI product or every answer a user may see.
If customers ask AI about your city, category or service, it is worth understanding those answers. Start with accurate names, addresses, opening information, products, services and genuine reviews. Further investment depends on the findings, your goals and your budget.
Yes. Your team can continue producing and publishing content while we handle AI visibility monitoring, analysis, strategy and verification. We agree responsibilities, review processes and deliverables before starting.
We retest with questions, engines and conditions kept as consistent as possible, then compare answers, published content and citations. Algorithms and other information also change, so not every difference can be attributed to our work. Reports state what the evidence does and does not support.
They can complement each other. Clear website content and business information may help discovery across channels. GEO focuses on how your brand appears in AI answers; it does not replace SEO, advertising or other customer acquisition work.
GEO Audit is a one-off engagement with no obligation to continue. We confirm the term, exit conditions and deliverables for Launch and Partner in writing before signing. Delivered reports, screenshots and content assets belong to you.
GEO Audit has a one-off fixed fee, GEO Launch is monthly and Growth Partner is an annual engagement. Quotes depend on your industry, question set, engines and scope. Contact us via WhatsApp or email to discuss your needs and receive a clear scope and fee.
This static website does not collect your business information and has no traffic analytics or third-party analytics SDKs. Self-check, engine and method selections run locally. Public selections may appear in the URL for sharing and may remain in browser history. We do not separately upload or store them, or set analytics cookies.
The host may process connection information, such as IP addresses, to serve the site. WhatsApp and email links open external services, where the relevant providers’ privacy policies apply. We use the information you choose to send to respond to your enquiry. The message template is copied locally and is not sent to this website.
The blue-glass brand visuals and report images are AI-generated illustrations, not client results, actual reports or office photographs. The journey and interactions explain the process; they are not live queries. Testing and service scope are agreed separately.