GEO Audit Report

marketplace.coupang.com

Audited on October 1, 2026

Critical

AI Analysis Summary

This page currently scores a critical 35/100, largely due to significant deficiencies in Schema Markup (0/100), Extractability (2/100), On-Page Trust (10/100), and Freshness (0/100). These critical deficiencies severely hinder AI models like ChatGPT, Perplexity, and Google AI Overviews from accurately extracting, citing, and trusting the content. Urgent action is required to implement structured data, improve content structure for extractability, and build on-page trust signals.

Performance Overview

Category Breakdown

Excellent

AI Crawler Access

All 5 AI crawlers (GPTBot, ChatGPT-User, PerplexityBot, ClaudeBot, Google-Extended) are allowed
No llms.txt file found — consider adding one at /llms.txt to expose a curated, AI-friendly site index

Critical

Entity Consistency

No Organization schema detected — add JSON-LD Organization with name, url, logo, and sameAs links so AI engines can resolve the entity
Organization schema has no sameAs URLs — list official LinkedIn, X, Crunchbase, Wikipedia, GitHub profiles to disambiguate the entity
Only one surface declares a brand name ("YouTube") — add og:site_name and Organization schema with matching names
Brand "YouTube" appears 44 times in body content

Good

Citability (Structure)

Exactly one H1 tag — ideal for AI extraction
10 H2 subheadings provide scannable structure
12 H3 tags add nested structure
Heading hierarchy skips levels (e.g. H1 → H3) — AI parsers prefer sequential H1 → H2 → H3

Critical

Extractability

No TL;DR / Key Takeaways block found — add one near the top (3–5 bullets) as a primary AI citation target
No H2 sections open with a 40–60 word direct answer — tighten opening paragraphs
8/9 section openings start with pronouns or filler — rewrite to stand alone
3 H2 section(s) in the top third but none have a direct, self-contained answer opening — these are your highest-value real estate for AI citations

Critical

Schema Markup

No Organization schema detected — consider adding one
No Article schema detected — consider adding one
No FAQPage schema detected — consider adding one
No HowTo schema detected — consider adding one

Needs Work

Content Authority

Author attribution detected — builds trust for AI citations
Original data + citable stats appear in the first 20% of the page (159 early stats, 0 first-hand voice markers) — ideal for attribution
116 outbound links but none to recognized authoritative domains
No inline source attributions ("according to X", "per the Y report") — even unlinked source mentions strengthen GEO credibility

Critical

On-Page Trust

Only 1 named customer(s) detected — expand the logo wall
No third-party review ratings (G2, Capterra, Trustpilot, etc.) visible on page
No quantified case metrics found — AI engines prefer pages with specific numbers over vague claims
No security/compliance certifications referenced (SOC 2, HIPAA, GDPR, ISO 27001…)

Critical

Freshness

No publication or last-modified date detected (no JSON-LD, OpenGraph, or <time> elements) — AI engines can't tell how current this content is

Excellent

Technical SEO

Server-Rendered Content: Passed
Meta Title: Passed
Meta Description: Failed — Meta description is too short — expand to at least 120 characters
Canonical Tag: Passed

Server-Rendered Content29778 words rendered server-side

Meta Title49 characters: "쿠팡 마켓플레이스왜 쿠팡 로켓그로스일까요? - 로켓그로스를 소개합니다. - YouTube"

Meta Description27 characters

Meta description is too short — expand to at least 120 characters

Canonical Taghttps://marketplace.coupang.com/

Open Graph Tags3/3 tags present

Viewport Meta Tagwidth=device-width, initial-scale=1

HTTPSYes

Response Time1073ms

Content-Type Headertext/html

Language Attributeko-KR

H1 TagPresent

Paragraph Density1.0 avg sentences/paragraph across 2 paragraphs

Good

Brand Presence (SERP)

Strong Reddit presence: 10 mentions found
Strong LinkedIn presence: 10 mentions found
9 general web mention(s) found
Brand mentioned across 3 platforms — good diversity

Action Plan

Prioritized recommendations to improve your AI SEO readiness

#	Recommendation	Impact	Effort	Category
1	Add TL;DR Summary Block Insert a 3-5 bullet point 'TL;DR' (Too Long; Didn't Read) summary immediately after the introductory paragraph to provide quick answers for AI models and improve content extractability.	high	low	Extractability
2	Implement Schema.org Markup Implement appropriate Schema.org markup (e.g., Organization, Product, FAQPage) to clarify the page's intent and provide structured data, which is currently entirely missing, for AI models.	high	medium	Schema Markup
3	Standardize Brand Identity Correct the inferred brand identity (currently 'YouTube') and ensure consistent use of 'Coupang Marketplace' across all metadata (e.g., og:site_name, title tag) and implement an Organization schema with the correct name.	high	medium	Entity Consistency
4	Display Customer Review Ratings Integrate and display customer review ratings and testimonials prominently on the page to significantly boost on-page trust and provide social proof for AI models, as this is currently absent.	high	medium	On-Page Trust
5	Improve H2 Section Openings Rewrite the opening sentences of each H2 section to be self-contained, descriptive, and within the ideal 40-60 word range to enhance extractability for AI models.	high	medium	Extractability
6	Incorporate Quantified Case Metrics Add concrete, quantified customer success metrics, case studies, or customer count claims to significantly boost on-page trust and credibility, which are largely missing.	high	medium	On-Page Trust
7	Add Publication and Last Modified Dates Display clear publication and last-modified dates on the page. The complete absence of these dates reduces freshness signals for AI models and users.	medium	low	Freshness
8	Enhance Content Authority with Citations and Credentials Integrate hyperlinked citations to authoritative external sources for claims and add author credentials to improve AI's perception of content authority.	medium	medium	Content Authority
9	Correct Heading Hierarchy Review and correct the heading structure (H1, H2, H3, etc.) to ensure a logical and sequential flow without skipping levels, aiding AI in understanding content organization.	medium	medium	Citability

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Scored using the published methodology · What is GEO?