ServicesGenerative Engine Optimization

Generative Engine Optimization

Generative Engine Optimization

Brand knowledge built around real questions, so AI search can understand and cite it. Monitored in-house.

Business value

Start with the decision

01

Structured brand knowledge

Organize scattered information into consistent, machine-readable brand content.

02

Decision-relevant questions

Prioritize the questions people ask when discovering, comparing and choosing.

03

Measurable iteration

Use our proprietary GEO monitoring system to review visibility and guide the next content cycle.

Question lab

See GEO through the questions people actually ask

Scenario demonstration · not live platform results

AI Search Answer

DEMO RESPONSE / 01

A useful answer is not created by inserting a brand name. It starts with the user's intent, builds evidence from reliable brand knowledge, and connects the recommendation to a real decision context.

Current demonstration question: Which lip product works well for daily commuting?

01 / Intent

Need and context

02 / Knowledge

Evidence and claims

03 / Opportunity

Answer visibility

Visibility can be monitored with Happymarketing's in-house system.

Monitoring matrix

Track the brand across every major AI answer surface

Mentions, answer position and source usage are tracked across the platforms your audience actually asks.

Doubao
Doubao
DeepSeek
DeepSeek
Qwen
Qwen
Tencent Yuanbao
Tencent Yuanbao
Kimi
Kimi
ERNIE Bot
ERNIE Bot

Project material

Diagnosis, strategy and execution, made clear

Sephora GEO strategy visual
01Strategy scope built around the product and decision journey.
AI brand diagnosis output
02Structured diagnostic output for brand and product visibility.
Keyword matrix and monitored questions
03Core questions mapped by decision intent, with citable answer structures.
Before-and-after performance data
04Recorded brand mention rate rising from 17% to 96.23%.

Deliverables

Clear outputs, combined by scope

The final scope is confirmed after a diagnosis of business goals, resources and timing.

01

AI search visibility audit

A baseline view of brand presence across agreed platforms and questions.

02

Question opportunity map

A prioritized set of audience questions linked to business goals.

03

Brand knowledge recommendations

Gaps, inconsistencies and facts that need stronger content support.

04

Platform-adapted content

Content designed for the information patterns of target platforms.

05

Monitoring dashboard

A project-specific view of priority questions and brand presence.

06

Periodic review

Findings, content learnings and recommendations for the next phase.

Fit check

Know when this service will help

A clear fit check keeps the first conversation focused and prevents a mismatched brief.

A good fit when

  • Brands with verifiable public facts, product information or expertise
  • Teams prioritizing questions asked during research, comparison and choice
  • Teams ready to improve content and review generative-search feedback over time

A weaker fit when

  • Projects expecting paid media to change organic answers immediately
  • Businesses unable to provide stable fact sources or a public content base
  • Projects requiring a fixed rank, citation or guaranteed outcome

How we work

Clear collaboration, adapted by problem

  1. 01

    Audit and scope

    Align goals, audiences, platforms and priority question areas.

  2. 02

    Build knowledge and content

    Structure verified brand facts and develop useful content.

  3. 03

    Adapt and coordinate

    Prepare content for target platforms and existing brand channels.

  4. 04

    Monitor and improve

    Review changes and refine the next content priorities.

FAQ

Questions teams usually ask first

How is GEO different from SEO?

SEO mainly addresses retrieval and ranking in search results. GEO focuses on whether generative search can accurately understand, organize and cite brand information. The two can work together.

Which platforms do you support?

We support major generative search and AI answer platforms in China. The final platform mix depends on the audience, business and priority questions.

Can you guarantee a ranking or citation?

No fixed result can be guaranteed because answers vary by model, source, query and platform mechanics. We improve the conditions for accurate brand understanding through systematic content and monitoring.

Do we need to rebuild all existing content?

Usually not. We audit what already exists, close knowledge gaps, align factual language and improve high-value content first.

Discuss this service
START A PROJECT / BEIJINGProject inquiries open

From problem to project

No complete brief needed. Share the goal, the timing and the hardest part.

01

Define the goal

02

Combine capability

03

Move into delivery

jianghao@Happymarketing.cn

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