- Samsung Mobile
An AI Visibility Score of 91 and 462K+ AI mentions in six months.
How a technical, off-page, and AI-first content strategy transformed Samsung Mobile’s presence across ChatGPT, Google AI Overviews, AI Mode, and Gemini.
Client
Samsung Mobile
Industry
Consumer Electronics
Timeline
Dec 2025 – Jun 2026
Channel
GEO + AI SEO
91
AI Visibility Score
out of 100 (Jun 2026)
462K
AI mentions
in the US market
82K
Cited pages across
AI platforms (US)
1.6M+
Total global
AI mentions
- About the Project
A market leader that was invisible in AI search.
Samsung Mobile is one of the world’s most recognised consumer electronics brands — yet in December 2025, its AI search visibility did not reflect its market dominance. As buyers increasingly use ChatGPT, Google AI Overviews, AI Mode, and Gemini to research smartphones and accessories, Samsung risked losing the AI-discovery layer to competitors moving faster.
Samsung partnered with Qoulomb to audit, restructure, and amplify its digital presence specifically for AI engine discovery — covering technical infrastructure, off-page authority, community-driven signals across Reddit & Quora, and AI-first content recommendations across samsung.com and its global subsidiary properties.
Industry
Consumer Electronics
Scope
Samsung.com (Global) · Mobile Subsidiaries · Regional Market Properties
Services
GEO & AI SEO · Technical SEO · Off-Page · Reddit & Quora · AI Content
Footprint
190+ markets · 20+ subsidiary sites
- The Challenge
Brand authority of 100.
Underrepresented in AI answers..
Despite a SEMrush Authority Score of 100, Samsung faced a structural vulnerability heading into 2026: AI-generated answers were reshaping how consumers research and shortlist devices — and Samsung was underrepresented in those answers relative to its market share.
Low AI Citation Density
Samsung pages ranked in traditional search but weren’t cited by ChatGPT, Perplexity, or Gemini when consumers asked “best Android flagship 2025” or “Samsung vs Apple camera comparison”.
Fragmented Off-Page Signals
The backlink profile was strong overall, but AI crawlers prioritise structured, contextual citations. Community platforms like Reddit and Quora — frequently cited by LLMs — had minimal Samsung presence.
Technical AI Crawl Gaps
AI bots (GPTBot, ClaudeBot, PerplexityBot) were partially blocked or de-prioritised. Critical product pages lacked the structured data that LLMs use as contextual anchors.
Subsidiary Inconsistency
Across 20+ Samsung Mobile subsidiary sites, AI crawl configuration, schema implementation, and content structure varied significantly — creating patchy AI visibility by market.
- The Strategy
Four workstreams.
One compounding flywheel.
We designed a six-month engagement structured around four interlocking workstreams — technical foundations, content intelligence, off-page authority, and community presence. Each layer reinforced the others, creating a compounding flywheel of AI citation growth.
Phase 01
Technical AI Infrastructure Audit & Fixes
Dec 2025 – Jan 2026
- Full AI crawl audit: verified GPTBot, ClaudeBot, PerplexityBot, Google-Extended permissions across samsung.com and all active subsidiary domains
- Deployed comprehensive JSON-LD schema across product pages: Product, Review, FAQPage, BreadcrumbList, Organization
- Implemented last-modified headers and refreshed XML sitemaps with AI crawler priority signals
- Validated structured data with Google Rich Results Test and SEMrush Schema Validator for AI readiness
- Identified and resolved robots.txt conflicts blocking AI bots from high-value product pages
- Converted image-embedded spec tables to HTML so AI crawlers could extract and cite technical specifications
- Technical audit of 20+ subsidiary sites; prioritised the top 8 by AI traffic opportunity
Phase 02
AI-First Content Suggestions
Jan 2026 – Mar 2026
- AI response audit: prompted ChatGPT, Perplexity, Gemini, and AI Mode with 200+ Samsung-adjacent queries to find citation gaps
- Rewrote product page intros to the “Answer-First” format — quotable 2–3 sentence overviews LLMs extract directly
- Built a Samsung Mobile FAQ hub (250+ questions) on comparisons, updates, accessories, and repair — each answer structured for AI citation
- Recommended Galaxy AI feature documentation restructuring to improve citation when users ask about on-device AI
- Delivered 40+ page-level content recommendations: answer-first summaries, comparison tables, and spec highlight boxes
- Created a Galaxy S series comparison hub: “Galaxy S25 vs iPhone 16 camera”, “Best Samsung phone for battery life 2026”
- Standardised brand language around AI-extractable phrases (“200MP ProVisual camera”, “7 years of OS updates”)
Phase 03
Off-Page SEO & Backlink Strategy
Jan 2026 – Apr 2026
- Identified 120+ AI-cited domains in consumer electronics and mobile tech for targeted outreach
- Reverse-engineered which domains LLMs used for “best Android phone” and “Samsung vs Apple” responses; built link acquisition around them
- Grew total backlinks from 132.4M to 155.6M (+17.5%) with a focus on contextual, editorial placements
- Secured placements on G2, CNET, GSMArena, TechRadar, AndroidAuthority — sources frequently cited by ChatGPT and Perplexity
- Grew referring domains from 358.2K to 373.3K (+4.2%) with AI-citation quality as the primary selection criterion
- Coordinated backlink strategy across samsung.com and 6 subsidiary properties (IN, UK, US, DE, BR, AU)
Phase 04
Reddit & Quora Community Strategy
Feb 2026 – Jun 2026
- Audited Samsung presence across r/samsung, r/GalaxyS25, r/Android, r/mobilephones — heavily cited by LLMs in comparison queries
- Targeted Quora questions with 50K+ monthly views on device comparisons, Galaxy AI features, and flagship vs mid-range decisions
- Monitored Reddit threads cited by ChatGPT/Perplexity; ensured Samsung’s perspective was present in AI-training-level discussions
- Developed a community content playbook: authentic, helpful responses to high-volume Samsung questions in top mobile subreddits
- Built a library of 80+ structured Samsung product answers on Quora with citations, specs, and AI-extractable formats
- Grew Samsung community mentions across Reddit and Quora by 3.1x over 6 months, contributing measurably to AI mention volume
- The Results
Numbers that
speak for themselves.
AI Mentions by Platform
Mentions Dec 2025 vs Jun 2026, by LLM platform
AI Platform Distribution
Share of mentions, June 2026
AI Visibility Score by Market
Top markets, Dec 2025 vs Jun 2026
AI Visibility Score by Market
Top-performing markets — December 2025 to June 2026
Mentions by AI Platform
Growth and June 2026 share of total mentions
SEO Growth
SEMrush domain metrics — AI gains compounded rather than cannibalised SEO
Top Performing Markets
AI Visibility Score by subsidiary market
- Why It Worked
Six pillars of
AI visibility growth.
01
Technical AI Crawl Enablement
Opening samsung.com and its subsidiaries to AI crawlers was the single highest-leverage move — AI systems can only cite what they can access. Whitelisting GPTBot, ClaudeBot, PerplexityBot and Google-Extended across the estate immediately widened the surface area for AI mentions.
→ AI mention surface area widened across the entire Samsung estate
02
Structured Data as AI Instructions
JSON-LD schema turned Samsung product pages from text documents into machine-readable knowledge assets. Every spec table, FAQ, and description became an AI-extractable data point — raising the probability of being cited in AI-generated answers.
→ Every spec table and FAQ became an AI-extractable data point
03
Answer-First Content Architecture
LLMs favour content structured for extraction. Our recommendations introduced opening summaries, comparison tables, and key-takeaway boxes across Samsung’s highest-traffic pages — making Samsung the natural source for device comparison answers.
→ Samsung became the natural source for comparison answers
04
Citation-Quality Backlink Strategy
→ Directly contributed to AI citation growth across all four platforms
05
Reddit & Quora as LLM Training Ground
→ Community citations grew 3.1x over six months
06
Multi-Subsidiary Coordination
→ AI score improved across all key geographies, India peaking at 92
- Behind the Work
Scale demanded a delivery model
as structured as the strategy.
Samsung’s footprint meant strategic oversight had to combine with granular, market-by-market execution — eight subsidiary properties, six regional digital teams, and a reporting rhythm tight enough to react to AI platform changes in real time.
- Qoulomb × Samsung Mobile
Cited across every major AI platform
Balanced growth — no single-platform dependency.
- Delivery cadence
Monthly Strategy Sessions
AI visibility trends, competitor movements and upcoming product launches with Samsung's marketing and digital teams.
Bi-Weekly Regional Check-ins
Implementation reviews with digital leads for India, US, UK, Germany, Brazil and Australia.
Monthly AI Visibility Report
Custom dashboard: mentions by LLM, cited page performance, community citations and backlink quality — plus quarterly competitive deep-dives.
8
Subsidiary sites onboarded into the AI optimisation programme (IN, US, UK, DE, BR, AU, KR, SE), each with crawl and schema configuration customised to the LLM that dominates that market.
Samsung Mobile is now cited in 1.6M+ AI responses globally — an AI Visibility Score of 91/100 places it in the very top tier of consumer electronics brands for LLM discoverability, rated “frequently mentioned and often preferred by LLMs”.
Samsung Mobile × Qoulomb
GEO & AI SEO programme · Dec 2025 – Jun 2026
- Ready to be the answer
Is your brand the
AI's first choice?
When a consumer asks ChatGPT “which phone should I buy?”, the answer your brand earns in that moment is the new search ranking. Qoulomb builds AI Engine Optimisation strategies for brands that refuse to be invisible.
- Audit where you appear in AI responses
- Enable AI crawlers & structured data
- Restructure content for AI citation
- Earn placements on LLM-cited sources