SUMMITFEED GEO UX

SUMMITFEED GEO UX Operation ProcessFrom diagnosis to AI visibility report

SUMMITFEED connects site registration, target question design, competitor analysis, multi-engine measurement, website structuring, and publication and re-measurement by channel into one operational flow.

The screens shown are demos for understanding functionality and do not include actual customer outcomes, account information, internal APIs or automation logic.

View the 10-step operational flow What is GEO? essential guide

quick summary

diagnosis

Check the current status of your brand, question, or site.

design

Organize the response structure of the website and content.

operate

After publication for each channel, we measure again with the same questions.

report

Changes and next reinforcement plans are organized on a monthly basis.

All operational steps

Diagnosis → Design → Issue → Measurement → Reinforcement

Each step becomes the input for the next step, and the results are checked again after publication to supplement any missing information and questions.

STEP 01

Site/client registration

Set the standard information for the analysis environment by registering the brand name, industry, region, official website, core services, and major competitors.

What UX looks for

Brand basic information and official website
Main services and regions
Readiness for analysis

Results confirmed by customers: Brand/site standard information and analysis readiness
Why take the next step?: Once the baseline information is organized, questions and competitors can be set in the same brand context.

Project settings

Site/client registration

brand name

SUMMITFEED

Industry

GEO·AI search optimization

region

korea

official website

www.summitfeed.co.kr

core services

GEO Diagnosis and Operation

Analysis preparation

Basic information confirmed

This screen is a demo example to explain the function.

STEP 02

Onboarding and setting targeted questions

We organize sentences that customers are likely to ask in the AI search environment and classify information search-type, comparison-type, and recommendation-type questions.

What UX looks for

The actual customer intent behind the question
Link question type to service
A common set of questions to measure

Results confirmed by customers: A set of targeted questions with an organized disclosure scope
Why take the next step?: Having the same set of questions allows you to compare the results of the initial and re-measurements.

Design targeted questions

Question type and navigation intent

5 demo questions

Recommend agency GEO

Recommended

GEO Which agency do you like best?

Recommended

Recommend a hospital AI marketing company

comparative

Recommend an AI search optimization agency

comparative

Please tell me about the professional medical institution GEO

Information seeking type

Example questions are demo data to demonstrate functionality.

STEP 03

Competitor Analysis

See which brands are mentioned together in the same question and identify areas where information is lacking between you and your competitors.

What UX looks for

Brand mention by question
Simultaneous exposure to competitors
Information Areas Where Differences Occur

Results confirmed by customers: Summary of representative exposure questions and competitive comparisons
Why take the next step?: Knowing the competitive structure allows you to decide which information to reinforce first in your content and website.

Competitor Analysis

Representative exposure questions

This is an example question where SUMMITFEED is mentioned in a recent measurement.

question	SUMMITFEED	Competitor A
Recommend agency GEO	✓	－
GEO Which agency do you like best?	✓	✓
Recommend a hospital AI marketing company	✓	－
Recommend an AI search optimization agency	✓	－
Please tell me about the professional medical institution GEO	✓	✓

This screen is a demo example reconstructed to explain the function.

STEP 04

AI visibility Diagnosis and Measurement

SUMMITFEED does not use the results of just one measurement tool. By linking domestic and overseas AI answer engines with multiple APIs and self-measurement modules, we comprehensively check brand mentions for each question, source citations, simultaneous exposure to competitors, and differences by platform.

What UX looks for

Separate brand mentions and source citations
Response differences by platform
Status of repeated measurements of the same question

Results confirmed by customers: Initial exposure standard value by question/platform
Why take the next step?: Instead of a one-time answer, you need to secure repeatable baseline values to be able to judge future changes.

Multi-engine monitoring

SUMMITFEED AI visibility status

Check recent measurements

ChatGPTCheck mention

GeminiCheck mention

PerplexityCheck the source

ClaudeCheck mention

Recommend agency GEO

Check brand mentionsSimultaneous check of competitors

GEO Which agency do you like best?

Check source citationsSimultaneous check of competitors

Recommend a hospital AI marketing company

Check brand mentionsRemeasurement after reinforcement

This screen is demo data for function explanation.

STEP 05

25 site diagnostics

We comprehensively check the technology, content, and reliability standards of the website, and organize the areas that need to be modified first and the items to be re-diagnosed after application.

What UX looks for

Crawling, indexing and technical settings
Metadata/content structure
Trust information and document relationships

Results confirmed by customers: Diagnostic status, key areas of improvement and priority fixes
Why take the next step?: The website foundation must be organized so that the content and structured information point in the same direction.

improvement
necessary

Hospital demo site

25 site diagnostics

We first organize areas for correction by combining technology, content, and reliability criteria.

Crawling and IndexingFirst fix

HTTPS and basic technology settingscheck

metadatacheck

Open GraphRecommended Improvements

structured datacheck

Answer-type contentFirst fix

Author/Publication InformationRecommended Improvements

internal linkcheck

duplicate contentcheck

Company/hospital introductionRecommended Improvements

sitemap and canonicalFirst fix

Mobile responsecheck

image altRecommended Improvements

H1 and Title Hierarchycheck

Page render methodcheck

What does Site Diagnostics check for?

We check for gaps in collection, understanding, and trust on the website, including robots.txt, sitemap, representative URL, metadata, structured data, answer-type content, and operator information.

Check the 25 criteria for website diagnosis

This diagnostic screen is a virtual hospital demo to demonstrate functionality.

STEP 06

website structuring and JSON-LD application

Metadata and structured data are not devices that ensure AI citations, but rather the foundation that helps search engines and AI systems understand the topic of the page, the operator, and the relationship between the documents.

What UX looks for

title·description·canonical·Open Graph
Organization·WebSite·Article·BreadcrumbList
robots.txt·sitemap.xml·Internal link

Results confirmed by customers: Page-specific metadata and required structured data
Why take the next step?: Official information and content relationships must first be organized so that the same brand context can be maintained in each channel publication.

website structure

Metadata·JSON-LD Applicable items

title·description

Organizing page topics and descriptions

apply

canonical·Open Graph

Link representative URL and shared information

apply

Organization·WebSite

Indication of site relationship with official operating entity

apply

Article·BreadcrumbList

Structure body and navigation paths

examine

FAQPage

Only applies when there is an actual FAQ on the screen

conditional

robots.txt·sitemap.xml

Check collection policy and public URL

inspection

Author/internal link

Links to liability information and related documents

reinforcement

The demo items on the screen are for illustrative purposes only and do not reveal customer-specific internal code templates or generation logic.

STEP 07

Content publishing by channel

We publish by adjusting the title, body, link, meta information and expression method to suit the structure and search environment of each channel.

What UX looks for

Official original article and structured information
Korean/Multilingual WordPress
Tistory·Naver·External channel editing structure

Results confirmed by customers: Published content reorganized to fit the purpose of the channel
Why take the next step?: Each channel must adapt to different users and document structures so that brand information is delivered naturally and consistently.

AARTICLE

Article

We publish original articles and structured information on our official website.

WordPress Korean

We publish professional content tailored to the search environment in Korean.

WordPress multilingual

Convert content to suit the search environment of each country and language.

Tistory

Reorganize the title and body to fit the channel structure.

Naver

We reprocess the content into a content format suited to Naver search users.

↗EXTERNAL

Other external channel distribution

Adjust content format and connection structure to suit media characteristics and user environment.

SUMMITFEED GEO INSIGHT

Article structure that answers questions first and continues with evidence

quick conclusion

We present key answers first and then expand the evidence with comparison tables, checklists, and FAQs.

Body design tailored to the structure of each channel

Rather than copying a single text, adjust the title, body, link, meta information and expression method.

Document Organization

quick conclusion
Question type H2
Comparison/Checklist
FAQs and Sources
Internal links to related articles

This article screen is a demo example reconstructed to explain the publication structure.

STEP 08

Remeasure and reinforce

After improving the website and content, we measure again with the same set of questions, and find and reinforce unmentioned questions and pages with weak sources.

What UX looks for

Comparison of initial measurement and remeasurement
Classification of unmentioned questions
Next measurement schedule and reinforcement status

Results confirmed by customers: Change records and reinforcement priorities for each question
Why take the next step?: Identified areas of shortfall will serve as the basis for future content and site improvements.

repeat operation

Measurement → Reinforcement → Remeasurement

initial measurements

Baseline questions and record current exposure status

complete

work in progress

Apply site/content improvement items

progress

Remeasurement completed

Check changes with the same set of questions

check

Reinforcement needed

Categorizing unmentioned questions and weak sources

examine

Next measurement scheduled

Setting a re-check schedule after reinforcement

expected

This screen is a demo example to explain the operating status.

STEP 09

Exposure status by question

For each target question, we check brand mentions, source citations, simultaneous exposure to competitors, and recent changes by platform.

What UX looks for

Question/platform-specific mention?
Simultaneous citation of sources and exposure to competitors
Recent measurements and status changes

Results confirmed by customers: Exposure status table and change status for each question
Why take the next step?: You can decide specifically which questions to keep and which to reinforce.

demo dermatology

Exposure status by question

Classification of recent measurement status and changes

targeted questions	ChatGPT	Gemini	Perplexity	Claude	situation
Recommend a dermatologist in Gangnam	－	✓	✓	－	Check the changes
Gangnam Ulthera, please recommend a good place	✓	✓	－	✓	Scheduled to be remeasured
What criteria should I check when choosing a dermatologist?	✓	－	✓	✓	Check the changes
Compare Gangnam lifting treatment hospitals	－	✓	✓	－	Scheduled to be remeasured
Please tell me the difference between Ulthera and Thermage	✓	✓	－	✓	Check the changes

Separate decision

brand mention

Separate decision

Source citation

Separate decision

Simultaneous exposure to competitors

The questions and measurement status on this screen are demo data for function explanation.

STEP 10

monthly report

The exposure status, content publication, site improvement work, and next reinforcement plan confirmed during the month are summarized in a SUMMIT-AI report.

What UX looks for

Changes by platform and question
New publications and site improvements
Next reinforcement plan

Results confirmed by customers: SUMMIT-AI Monthly AI visibility Report
Why take the next step?: Share the rationale for action and next priorities in one document to link to the next operating cycle.

SUMMIT-AI — AI Visibility Studio

SUMMIT-AI Monthly AI visibility Report

Monthly AI Impression Average

42.8%

Average score across 4 platforms

(42.4% + 44.6% + 64.0% + 20.2%) ÷ 4 = 42.8%

ChatGPT42.4%

Brand mentions based on monthly repeat measurement responses

Gemini44.6%

Brand mentions based on monthly repeat measurement responses

Perplexity64.0%

Brand mentions based on monthly repeat measurement responses

Claude20.2%

Brand mentions based on monthly repeat measurement responses

AI Impression Score is the percentage of brand mentions found among measurement questions. Source citations and recommendations are checked using separate indicators.

AI visibility status by platform