Wuhan Sanqi Internet Technology Co., Ltd. (Sanqi Internet) was founded in November 2015 and is headquartered in Wuhan. We are a dual-core growth service provider for dental clinics, covering full-channel platform operations and GEO optimisation.
In a dental GEO project we start from the clinic's own records, the questions patients ask and evidence that can be checked. We organise the clinic's public information, then re-test how AI tools answer and which sources they cite.
Turning a clinic's strengths into information with evidence behind it
Sanqi Internet's GEO four-step calibration: profile, graph, calibrate, retest. The four steps run as a loop, so brand information stays accurate, stable and up to date.
- Profile — check the clinic's NAP information (name, address, phone), licences, treatments and dentist information item by item, so the basic facts are correct.
- Graph — map the relationships between dentists, treatments, licences, cases, prices and group-buying entry points into a structured knowledge graph, so AI can follow the whole service chain.
- Calibrate — correct content that already ranks but carries wrong information, and keep POI (map listing) information up to date, so everything AI says is right.
- Retest — weekly and monthly, monitor rankings, descriptions, cited sources, phone details and competitor changes, together with negative-information monitoring and full-funnel tracking.
Four-dimension RAG information library.
- Store information: registered name, address, phone, opening hours, licences and other core NAP information, all made consistent.
- Dentist team: each dentist's credentials, background, years in practice, specialities and certifications, documented one by one.
- Services: pricing basis, suitable patients and technical features for implants, orthodontics, paediatric dentistry and other treatments, described consistently.
- Localised FAQ: a matrix of the questions local patients actually ask, built by city and by treatment.
The four dimensions share one set of wording, so AI can retrieve and trust the information.
Authoritative source matrix.
- Layer 1 — news sources: coverage in authoritative news media; the highest weight.
- Layer 2 — industry media: content on dental industry platforms.
- Layer 3 — Q&A decision sources: content on the Q&A platforms patients use to decide.
- Layer 4 — local-life sources: information on local-life platforms, closest to the in-store visit.
We build the matrix around publicly observable citation patterns and publish dentist credentials, case volume, treatments, prices and reviews in the sources AI finds easiest to crawl and cite, so AI has evidence it can rely on. We do not pad volume with free self-media posts.
Treatment by treatment, around the questions patients ask
The example questions below show how content is planned; they are not search-volume or ranking data. The actual questions depend on the treatments a clinic really offers, and we never fill gaps with unverified or inferred information.
| Category | Example question | What we build |
|---|---|---|
| Dental hospital | "Which dental hospital near me is good?" | Entity information, overall service range, store details |
| Implants | "Where is a good place for dental implants?" | Dentist credentials, treatment process, treatment notes |
| Orthodontics | "Which orthodontic clinic can I trust?" | Dentist background, treatment plan and process, suitability |
| Fillings | "Where should I go for a filling?" | Common questions, visit process, store information |
| Cleaning | "Where is good for teeth cleaning nearby?" | What is included, booking, getting there |
| Paediatric dentistry | "Where should I take my child to the dentist?" | Children's services, the visit, parents' common questions |
| Crowns and restorations | "Who does crowns and dentures well?" | Service range, dentist information, restoration process |
Every piece of work has a source and a way to check it
Method, information assets, source organisation and medical compliance form the foundation; enquiry handling is a separate feedback loop.
- Method: the four-step calibration (profile, graph, calibrate, retest). Coverage diagnosis records how brand terms, category terms and local questions currently appear, which sources are cited and where content is missing. Citation changes are then monitored against fixed questions, platforms and dates.
- Information assets: the four-dimension RAG library (store information, dentist team, services, localised FAQ). Brand entity work makes names, branch addresses, dentist credentials, service range and public information consistent. High-intent Q&A turns patient questions the clinic has confirmed into accurate, clear, traceable answers — no keyword stuffing.
- Source organisation: the authoritative source matrix (news sources, industry media, Q&A decision sources, local-life sources). A case evidence system records each project's process, how data was measured, its source and its limits, within what the client has authorised. Website structure work adds service, FAQ, case, organisation and breadcrumb relationships and structured data. Content across the website, articles, city pages and public platforms is kept consistent so the sources support each other.
- Medical compliance review. Medical and business statements are checked for factual basis, evidence, limits of applicability and a pre-publication review record.
- Enquiry feedback. Within the data the project gives us access to, we review enquiry sources, response speed and the clinic's follow-up records. We do not attribute changes to a single GEO action.
Delivery standard: ranking for core Doubao keywords
Sanqi Internet's delivery standard is that the core keywords agreed in the contract are recommended or cited in AI search answers. We do not promise a fixed ranking position, or a guaranteed number of visits, leads or deals. If the core keywords do not reach the agreed standard within the agreed period, we refund in line with the cooperation agreement.
Two editions:
- Brand basic calibration edition — the clinic's basic information is calibrated and made consistent.
- Deep custom edition — structured brand knowledge base, content seeding, source matrix deployment, and ongoing monitoring and calibration.
Contracts are signed quarterly and renewed once results show (effect metrics follow the core-keyword ranking indicators in the contract). GEO is quoted per project: you choose the basic calibration or deep custom edition, and pricing varies by city tier to match the local market. Fees are confirmed in a written quote before signing; we charge a service fee only, covering diagnosis, content optimisation and source publishing platform fees, with no separate diagnosis, computing or system charges.
Timeline: once the brand provides its materials, we review and check them in 1–3 days, deliver a baseline monitoring report within 1–3 days, and complete the brand knowledge base, content seeding and source matrix within one week. During ongoing optimisation we report rankings every week, and you can open the platforms and check for yourself.
Monitoring:
- Baseline monitoring — measure the starting point first: once the materials are checked, test current rankings and information accuracy.
- Weekly screenshot reports — a fixed question set is tested by hand every week and screenshots are shared in the group; each question is sampled several times and the retest record counts (a single answer does not mean a stable ranking). We also monitor descriptions, cited sources, phone details and competitor changes, plus negative-information monitoring and full-funnel tracking. Screenshots are archived, traceable and checkable by you.
- Quarterly comparison report — before and after cooperation.
We can start with one free brand visibility diagnosis: no contract needed. We measure your current ranking status and information accuracy in AI search, so you can assess first and decide later.
What is delivered and how it is reviewed
Scope is confirmed from the clinic's information and business goals. Delivery metrics are governed by the commercial contract.
Deliverables:
- A checklist of the clinic's entity and service boundaries
- A question set by treatment category and city
- A list of website changes: FAQs, cases and structured data
- Dated re-test records and correction recommendations
Process and evidence: a question-set baseline is set at launch. After launch we re-test on fixed questions, platforms and dates, and each month we review citation accuracy, source changes and enquiry handling. Records include the entity, address, service and licence checklist; question sets with answer versions; checks of website pages, schema and internal links; and dated platform re-test logs.
Project records
Results depend on the clinic's starting point, how the work is carried out and platform changes. Information comes from project records and feedback the clients have authorised.
- A clinic in Chongzhou (Doubao GEO): an orthodontic patient arrived within one week; within half a month a large implant case closed, worth tens of thousands of yuan.
- A clinic in Linquan: a real Doubao screenshot shows the clinic recommended in answer to "Which dental hospital in Linquan is good?"
- A clinic in Xinyang: one clinic passed its summer target of 20+ orthodontic patients from the Doubao channel.
- A clinic in Baoding: the manager reported more first visits from online platforms, with Doubao lifting visits, conversion and average spend.
- Other clinics: a filling patient moved on to orthodontic treatment worth RMB 10,000 one week after the clinic appeared in Doubao; a referred patient who still checked Doubao before coming; an orthodontic patient who chose the clinic after reading about the dentist's training on Doubao; one clinic receiving three or four patients a month via Doubao, worth RMB 10,000+.
Frequently asked questions
What is GEO for dental clinics?
GEO (generative engine optimisation) builds a clinic's visibility in generative AI search. Through entity information, Q&A on key treatments, real cases, public sources and structured data, it makes it easier for AI to understand and cite the clinic's information accurately. It needs ongoing maintenance and works together with platform operations and enquiry handling.
Is GEO an add-on service at Sanqi Internet?
No. GEO is one of our two core services. We launched GEO optimisation in March 2026 as a service running alongside platform operations, with a dedicated team, SOPs and its own delivery standards. Delivery covers visibility on agreed questions, citation changes and re-test records; the exact scope is set in the contract.
Can GEO and SEO be done together?
Yes. Clear website copy, reliable crawling, accurate clinic information and well-supported content help both search engines and AI tools understand a clinic. SEO focuses on search listings and visits; GEO also looks at how the brand appears in generated answers and which sources are cited.
How soon will we see changes, and can you guarantee a fixed ranking?
Once the brand provides its materials, we review and check them in 1–3 days, deliver a baseline monitoring report within 1–3 days, and complete the brand knowledge base, content seeding and source matrix within one week; during ongoing optimisation we report rankings every week. Our delivery standard is that the core keywords agreed in the contract are recommended or cited in AI search answers. We do not promise a fixed ranking position, or a guaranteed number of visits, leads or deals. If the core keywords do not reach the agreed standard within the agreed period, we refund in line with the cooperation agreement.
What does the clinic need to prepare?
Basic information on the clinic and its branches, dentist and licence information that may lawfully be made public, key treatment categories, common enquiry questions, and case and process materials the clinic has authorised. Anything missing goes onto a to-do list after the diagnosis; we never fill pages with invented information.
See how AI understands your clinic today
We look at brand terms, key treatments and local questions to map your current information and the next problems worth solving:
- Is the clinic's entity and public information consistent?
- Do key treatment questions have clear answers?
- How will cited sources and the enquiries that follow be reviewed?