Miaoce GEO

MIAOCE DATA · MIAOCE GEO

GEO AgencyGet cited by AIwith evidence behind every answer

See the reality first, then improve continuously.

From AI visibility diagnosis to content, publishing and re-checks, every step keeps the original answer, cited source and publishing receipt.

Get a free GEO diagnosis

MIAOCE PROFESSIONAL PROOF

Miaoce GEO’s capabilities rest on four verifiable foundations

The system carries the process, six AI platforms form the diagnostic framework, evidence reports explain results, and the five-step service keeps delivery moving.

01 / SYSTEM
In-house GEO delivery systemManages company materials, task progress, content versions and project evidence.
02 / MATRIX
Six-platform AI diagnostic frameworkReviews brand presence by question, platform and device; final scope depends on the service plan.
03 / EVIDENCE
Verifiable evidence reportsKeeps original answers, cited sources, publishing links and screenshots.
04 / SERVICE
Five-step full-chain serviceDiagnosis, content, publishing, monitoring and adjustment, led by a dedicated owner.

FROM AI VISIBILITY TO BUSINESS VALUE

From invisible to recommended, cited and trusted

Help your brand reach AI decision moments and get closer to real enquiries and deals.

GEO marketing advisor

Get a free brand AI recommendation diagnosis

See how your brand appears across major AI platforms before deciding what to fix first.

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MDiagnosisContentMonitoringDedicated advisor
AI brand check-up

Unlock your AI visibility report

See mentions, ranking and cited sources by question, platform and device.

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AI visibility reportAnonymized sample
12Core questions6AI platforms72Answers
Check scopeQuestion × platformEvidenceAnswers / citations

Live projects receive a client-specific evidence report.

GEO INTELLIGENCE SYSTEM

A GEO report should answer these five questions

Does the brand appear, how is it described, what is cited, what should change, and how do we verify the change?

Anonymized sample12 core questions across 6 AI platforms show how the report is presented; this is not a performance promise for any client.
01 / VISIBILITY

AI visibility monitoring

  • Key information mentions
  • Competitor ranking and position
  • Differences by question and platform
Get a free AI diagnosis →
Manufacturing case execution pathCase
  1. 01Question mapping12 core question terms covered
  2. 02Knowledge restructuringparameters, scenarios, selection, delivery
  3. 03Evidence presentationquestion, answer, citation, publishing record
Published anonymized caseFacts verifiableResults traceable
02 / REPUTATION

Brand sentiment and reputation

  • Positive, neutral and attention-needed descriptions
  • Locate the source of an issue
  • Track changes in wording
Positive64%Neutral25%Attention needed11%Anonymized sample; a live report includes denominators, original answers and classification logic.
03 / SOURCES

Citation source analysis

  • Locate cited pages and materials
  • Identify more credible public sources
  • Check information consistency
Company website42%
Industry media33%
Product & technical docs17%
Other public sources8%
Every share links back to a URL, page title and the answer where it appeared.
04 / STRATEGY

Real-time strategy optimization

  • Topic and scenario coverage
  • Continuous knowledge gap filling
  • Content production and publishing plan
4Priority questionsselection, parameters, applications, delivery7Knowledge gapsproduct facts, proof, customer questions12Content taskseach linked to facts and publishing records
05 / EVIDENCE

Closed-loop performance report

Keep AI answers, publishing links and screenshots, and compare before and after with the same questions, platforms and devices.

Test matrix12 × 6core questions × AI platforms
Answer records72question, platform and query time
Evidence screenshots72mapped to each original answer
Comparable rounds2same questions, platforms and devices

GEO SERVICE SYSTEM / 01—05

Build a full-chain GEO growth loop in one place

From AI recommendations to business conversion, in one integrated workflow.

Diagnose firstFacts approvedPublishing receiptsResults comparable
01
DIAGNOSE

Full-dimensional brand diagnosis

Review mentions, recommendation position, competitor performance and cited sources across major AI platforms.

Learn about AI visibility diagnosis →
Question listPlatforms & devicesOriginal answersWhat you get
02
CREATE

High-quality content creation

Create content around topics and scenarios so company facts are accurate and easier for AI to understand.

Learn about GEO content →
Approved materialsCustomer questionsContent versionsWhat you get
03
DISTRIBUTE

Full-channel media distribution

Publish through owned accounts or suitable media resources, and keep the link and screenshot.

Learn about content publishing →
Final contentPublishing accountLinks & screenshotsWhat you get
04
MONITOR

Real-time monitoring reports

Track performance continuously and compare results under the same conditions, with evidence.

Learn about GEO monitoring →
Same-condition recheck→Answers & screenshotsWhat you get
05
OPTIMIZE

Continuous strategy adjustment

Adjust content, scenarios and publishing plans based on brand information, competitor changes and source performance.

Learn about GEO monitoring →
Question fixesScenario coverageNext-round planWhat you get

MIAOCE GEO CASES

Authorized cases and industry solutions

Manufacturing shows a published anonymized case; other industries show adaptation approaches, not real client results.

12core question terms coveredPublished anonymized case
Manufacturing / collaborative robots

Information architecture for industrial robots

Reorganized company materials and content sources around parameters, applications, selection and delivery so AI can understand product strengths more accurately.

  • Turned core parameters and advantages into an AI-readable knowledge structure
  • Covered selection, application and delivery questions
  • Mapped published content to AI answers and cited sources
Discuss a similar project →
Case execution and evidencePublished · industry anonymized
Questions covered in this case12itemsParameters, scenarios, selection and delivery questions
Clear targetsMethod traceableDelivery verifiable
01 What the client cares about
parameters, selection and delivery
02 What Miaoce does
organize materials and cover selection questions
03 What the client sees
questions, answers, citations and publishing records
Parameter materialsSelection questionsPublishing records
Industries differ; evidence standards are the sameFacts confirmed firstPublic scope authorizedData traceableNo fixed ranking promises

TECHNOLOGY & DELIVERY

How Miaoce keeps GEO projects moving

The system manages materials, versions and evidence; a dedicated team handles communication, execution and next steps.

MIAOCE GEO DELIVERY SYSTEM

Full-cycle delivery

Diagnosis, content, publishing, monitoring and adjustment in one workflow, built for multi-platform GEO.

  • RIn-housemonitoring and optimization tools
  • MMulti-platformmajor AI platforms planned
  • FFull processdelivery progress visible
  • EEvidenceanswers, links and screenshots
MIAOCE DELIVERY TEAM

Dedicated team

Continuous communication from strategy to execution, with an owner, feedback and next steps for every cycle.

  • 1Dedicated managerone-to-one contact
  • SStrategy co-creationbased on your situation
  • QFast channelquick responses
  • CContinuous monitoringscheduled reviews

GEO FAQ

Questions companies ask about GEO

From GEO versus SEO and the right fit, to materials, platform coverage, result checks and timing, here are the questions that matter before you decide.

What is GEO, and how is it different from SEO?+

GEO stands for Generative Engine Optimization. SEO focuses on ranking in traditional search results; GEO focuses on whether a brand appears in AI answers, where it is recommended and which sources are cited.

Can GEO work alongside our existing SEO and content marketing?+

Yes. SEO helps pages be found in search results; GEO helps company information be understood and cited in AI answers. Site structure, public materials and high-quality content are shared foundations, so they should be planned together rather than as alternatives.

Which companies are a good fit for GEO?+

Companies with a clear product or service, real company materials and a need for customers to understand them through AI. It is especially relevant where expertise, trust or comparison matters. If materials are not confirmed or cannot be public, organize them first rather than publishing prematurely.

Which AI platforms does Miaoce GEO cover?+

We currently plan to cover Doubao, DeepSeek, Qwen, Kimi, ERNIE Bot and Tencent Yuanbao, and to save answers from desktop and mobile separately.

What does GEO work actually involve?+

We organize company materials, prepare the questions customers ask, review brand performance across AI platforms, create and publish content, and track changes over time.

See 4 more questionsCollapse
What materials do we need before starting?+

At minimum: company and brand introduction, product or service information, common customer questions, qualifications and verifiable strengths, plus a public website and contact details. Case studies, images and data also need clear permission for public use. The more complete the materials, the smoother content and fact-checking will be.

How do we judge whether GEO is working?+

We look at how often the brand is mentioned, where it is recommended, how competitors appear and which pages AI cites. Then we compare before and after with the same questions, platforms and devices, keeping links and screenshots.

Can GEO guarantee that AI will recommend our brand?+

No. AI answers and citations change with models, time, question wording and public information. What Miaoce can do is improve the accuracy and completeness of public information, keep checking the same questions and compare changes with records. We do not promise fixed rankings, positions or citations.

How soon can we see the first results?+

Timing depends on the completeness of company materials, the industry, content approval and publishing arrangements. Every step is recorded, and we continue checking after publishing.

Keep exploringWhat is GEO?GEO servicesCase studies

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See your brand clearly firstthen start GEO growth

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