GEO Audit Report

marketplace.coupang.com

Audited on September 30, 2026

35Critical

AI Analysis Summary

This URL received a critical overall score of 35/100, indicating significant barriers to AI model citation. Key issues include a complete lack of Schema Markup, extremely poor content extractability, and a concerning misidentification of the brand entity as 'YouTube'. Furthermore, the page suffers from low on-page trust signals and is missing essential freshness indicators, making it difficult for AI models to establish credibility and relevance.

Performance Overview

Category Breakdown

93Excellent
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
27Critical
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
64Good
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
2Critical
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
0Critical
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
56Needs Work
Content Authority
  • Author attribution detected — builds trust for AI citations
  • Original data + citable stats appear in the first 20% of the page (156 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
10Critical
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…)
0Critical
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
89Excellent
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 Content27001 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 Time215ms
Content-Type Headertext/html
Language Attributeko-KR
H1 TagPresent
Paragraph Density1.0 avg sentences/paragraph across 2 paragraphs
80Excellent
Brand Presence (SERP)
  • Strong Reddit presence: 10 mentions found
  • Strong LinkedIn presence: 10 mentions found
  • Good web presence: 10 general mentions found
  • Brand mentioned across 3 platforms — good diversity

Action Plan

Prioritized recommendations to improve your AI SEO readiness

#RecommendationImpactEffortCategory
1

Implement comprehensive Schema Markup

Add structured data (e.g., Organization, WebPage, FAQPage, Product/Service if applicable) to clearly define the page's content, purpose, and entities. This is a foundational step for AI understanding and citation.

highhighSchema Markup
2

Add a TL;DR summary and improve H2 section introductions

Insert a concise, bulleted TL;DR block immediately after the main introduction. Revise all H2 section introductions to be 40-60 words, self-contained, and directly answerable, providing clear summaries of the upcoming content.

highmediumExtractability
3

Correct brand identification signals across the page

Update `og:site_name`, the `<title>` tag, and ensure all brand mentions in schema and content consistently refer to 'Coupang Marketplace' or 'Coupang' to resolve the incorrect 'YouTube' inference. Implement an Organization schema to solidify brand identity.

highmediumEntity Consistency
4

Enhance On-Page Trust with social proof and credentials

Integrate quantifiable case metrics, customer review ratings, security certifications, and customer count claims. Prominently display industry credentials or awards to build user and AI trust.

highmediumOn-Page Trust
5

Strengthen content authority with external citations and data

Add hyperlinked citations to authoritative external domains (e.g., industry reports, academic studies) where statistics or claims are made. Replace vague superlatives with data-backed evidence and integrate more inline source attributions.

highmediumContent Authority
6

Display clear publication and last modified dates

Add visible 'Published on' and 'Last updated on' dates to the page. This signals freshness to AI models and helps establish content relevance over time.

mediumlowFreshness
7

Correct heading hierarchy for improved structure

Ensure headings follow a logical, consecutive order (e.g., H1 followed by H2s, H2s followed by H3s) without skipping levels, to improve content structure and readability for both users and AI models.

mediumlowCitability
8

Lengthen the meta description for better SERP presentation

Expand the meta description to a more appropriate length (e.g., 120-158 characters) to provide a more compelling and descriptive snippet for search results.

lowlowTechnical SEO
9

Implement the experimental llms.txt protocol

Create and publish an `/llms.txt` file at the root of the domain to explicitly declare preferences for how AI models should process and cite your content, aligning with emerging GEO best practices.

lowlowTechnical SEO
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