ABOUT SUMMITFEED

The era where AI creates answers,
Create a structure for your brand description.

SUMMITFEED is a GEO implementation partner that connects targeted question design, website structuring, expert content publishing, and AI visibility measurement and enrichment to help generative AI gain a clearer understanding of your brand and content.

We don't stop at just checking search result exposure, we also check whether brand mentions, official page source citations, and recommendations are included in major AI response environments on a question-by-question basis.

We do not guarantee specific AI visibility or source citations, and operate based on verifiable questions, answers, sources, and measurement conditions.

AT A GLANCE

SUMMITFEED at a glance

  • Question-driven design

    Target questions are organized based on the sentences actually asked by users and the intent of comparison and recommendation.

  • Site Structuring

    Check brand information, metadata, structured data, internal links and content relationships.

  • Multi-platform confirmation

    In multiple AI response environments, brand mentions, source citations, and differences by platform are checked on a common basis.

  • Remeasure and reinforce

    After publication, we recheck the same questions and reinforce unexposed questions and weak sources.

SEARCH SHIFT

It appears in the search results,
Why isn't my brand visible in AI answers?

Generative AI will not select a brand as a candidate or source of answers just because the company name is repeated a lot. The official website, service descriptions, professional content, external sources, and relationships between pages should create a consistent context.

Existing SEO assets also remain important. SUMMITFEED does not separate search and AI answers, but designs question intent, page information, and sources to lead to a single explanation.

  • 01

    Brand description mismatch

    When the company name and service name are expressed differently on the website, blog, and external channels

  • 02

    Lack of original content

    When there is a lack of original content in the form of definitions, comparisons, or questions that AI can refer to when answering questions.

  • 03

    Site structure disconnected

    Metadata, structured data, author information and internal links are not connected to each other.

  • 04

    Absence of measurement standards

    If you do not separately record which question was mentioned and which page was cited

  • 05

    Lack of reinforcement after issuance

    After publishing content, you do not check it again with the same questions or reinforce weak sources.

Rather than simply increasing circulation, SUMMITFEED connects questions, pages, sources, and measurements into one operating structure.

OPERATING SCOPE

Decide the question,
Create a structure and measure again.

Starting with the customer's question, we design the content and sources to lead to a single explanation, execute the agreed-upon scope, and then check again with the same question.

  1. 01

    Brand/site registration

    We summarize the brand, official website, core services and major competition.

  2. 02

    Design targeted questions

    Distinguish between information-seeking, comparative, and recommendation-type questions and set priorities.

  3. 03

    AI visibility/competitor confirmation

    Check brand mentions, source citations and simultaneous exposure of competitors by platform.

  4. 04

    website diagnosis and structuring

    We check metadata, JSON-LD, content structure and internal links according to site diagnosis criteria.

  5. 05

    Content publishing by channel

    The title, body, link, and meta information are adjusted and published according to the characteristics of the official website and content channel.

  6. 06

    Re-measurement/monthly reinforcement

    Check the same questions again and organize changes, unexposed questions, and next reinforcement items.

SUMMITFEED GEO Learn more about the UX operation process

MEASUREMENT PRINCIPLES

What criteria are used to determine AI visibility?

The fact that the brand appears in the answer and the fact that the official page is linked as the source is not the same thing. SUMMITFEED records the following items separately:

brand mention
The brand name or service name appears directly in the body of the AI ​​response.
Source citation
The official website or article URL is linked as the source of the answer.
Recommendations included
Presented as a candidate for a company/brand that meets the user's conditions
Question Coverage
The range of questions you set that have your brand identified at least once
Simultaneous exposure to competitors
Competing brands and sources mentioned together in the same answer

Measurement principles

  • Performance is not determined based on just one response.
  • Check repeatedly based on the same question.
  • Record the question wording and measurement date.
  • Distinguish between differences in platform, model, or discovery mode.
  • Brand mentions and source citations are judged separately.
  • We do not randomly affirm results that cannot be confirmed.

AI answers may vary depending on platform, model, search mode, question conditions, and measurement point. SUMMITFEED does not guarantee specific exposure or source citations.

BUILD AND MEASURE

SUMMITFEED also started from a new website.

SUMMITFEED builds its own website, unifies brand notation, applies structured data, publishes original content, and records changes in AI visibility using the same standards. In this process, we summarize not only the results identified, but also questions and platform differences that are not yet exposed.

In stages where there is no publicly available reference data, dates, figures, quoted URLs, and platform-specific results are not displayed as actual performance.

WHY SUMMITFEED

Be clear about what you can confirm.

It starts with the rationale

We look at real questions, information that can be made public, and sources that can be verified, rather than just numbers to show off.

Record questions, responses, source URLs, and measurement points to the extent possible.

Connect analysis and action

It does not end with diagnostic documentation, but instead leads to actual modifications to the website code, content and linking structure.

Check again and again

After publication, we revisit the same questions to strengthen any unexposed questions and weak sources.

Distinguish between scope and limits

As a result of the confirmation, we separate and explain the actual applied work and the parts that have not yet been verified.

PUBLISHER AND OPERATOR

Author/operator and company information

business name
SUMMITFEED
exponent
Seungchan Lee
Business registration number
884-73-00630
Creation and operation
SUMMITFEED
Who created the content
SUMMITFEED
Inspection standards
Real questions and AI responses, official search documents, and site application results
last modified
copyright
© 2026 SUMMITFEED. All rights reserved.

RELATED INSIGHTS

  • GEO Basic

    What is GEO?

    We outline the basic structure of how brands are understood as answer candidates and sources in AI answers.

    GEO Check the basic concepts
  • GEO UX

    SUMMITFEED GEO UX Operation Process

    View the operational flow from site registration to question design, exposure measurement, and content publishing and enrichment.

    GEO Take a look at the UX operation process
  • GEO Practice

    GEO Checklists and analysis methods directly used by practitioners

    It distinguishes between brand mentions, source citations, and recommendation inclusions, and provides methods to analyze competitors and results by question.

    Check the GEO analysis checklist
  • website Diagnosis

    25 homepage diagnosis criteria for AI search exposure

    We explain the collection, index, metadata, JSON-LD, content, and trust elements that must be checked for AI search exposure.

    View 25 criteria for website diagnosis

START WITH YOUR QUESTIONS

Currently our brand
Check out how it is explained in the AI ​​answer.

After checking target questions, exposure to competitors, website information structure, and connection to official sources, we propose a GEO operating scope that matches your priorities.

AI answers and search results may vary depending on time and conditions, and consultation or work does not guarantee specific exposure, citations, or recommendations.