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GEO

Sephora Generative Engine Optimization

Question-led content development and monitoring for brand and product discovery in generative search.

Sephora Generative Engine Optimization
GEOService
AI diagnosisCore method
MonitoringOptimization loop

PROJECT SCOPE

Generative Engine Optimization
Client
Sephora
Industry
Beauty Retail
Channels
Generative search platforms in China

Public metrics are taken from the authorized project material and cited only within that scope; unapproved performance data is not published.

Challenge

As consumers use generative search to explore beauty products, brands need clear and verifiable knowledge that can answer a wider range of questions.

Approach

Mapped priority questions and audience intent

Structured content around verified brand and product facts

Reviewed monitoring feedback and adjusted content priorities

Outcome

Established an end-to-end GEO path from question discovery and content development to monitoring and review.

Selected project material

Execution and output, side by side

Images are selected from the project materials available for public presentation.

Sephora GEO strategy key visual
01Defining project scope around product and decision questions
Generative-search decision journey
02Mapping how the journey from search to decision is changing
Sephora GEO outcome framework
03Structuring delivery around diagnosis, content and monitoring
Sephora GEO optimization strategy
04Connecting brand knowledge, questions and source building
AI brand diagnostic output
05Turning complex diagnostics into an actionable project interface
Brand and competitor diagnostic comparison
06Identifying content priorities through structured comparison
GEO execution plan
07Connecting question matrices, content development and monitoring
GEO service workflow
08Aligning project stages, collaboration points and deliverables
Keyword matrix and monitored-question recommendations
09Core questions split by intent, each with a citable answer.
AIBE semantic entity matrix
1080 keywords, 400+ questions: the brand's semantic map on one plate.
Before-and-after performance data
11Recorded in the authorized project material: mentions 17% to 96.23%; top-three presence 0 to 72.5%.
Ongoing brand-visibility monitoring
12Check back on schedule. Results stay reviewable.
START A PROJECT / BEIJINGProject inquiries open

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Define the goal

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Move into delivery

jianghao@Happymarketing.cn

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