AI search

How Korea's three largest e-commerce platforms diverge on AI search strategy: and what the conversion data shows. 11Street's July 2026 pilot logged more than twice the item conversion rate of conventional integrated search; Coupang automates spec comparison via AI infographics; Gmarket is preparing a hyper-personalized shopping agent.

Profound AIM, launched July 2026, is an always-on background agent that converts AI search signals into marketing projects and executes them automatically. A neutral comparison of features, pricing, limitations, and alternatives: Peec AI, Otterly, Scrunch AI, and BOIDA, to guide your selection.

A practical guide for HR teams on making employer brands accurately cited in AI-generated answers from ChatGPT, Perplexity, and Google AI Overview: covering candidate behavior data, content structuring, schema markup, and Share of Voice measurement.

In July 2026, Google's app MAU hit 47.02 million, edging past Naver's 46.85 million for the first time on record. We trace how Gemini's expansion closed an 8-million-user gap in five years and what the shift means for Korea's search landscape.

How to get ChatGPT, Perplexity, and Google AI to cite your insurance company as a source when answering insurance queries. One page covers GEO tactics built around accuracy, regulatory compliance, and E-E-A-T for the insurance vertical.

Generative AI referral traffic is establishing itself as a measurable conversion channel in Korea's D2C ecommerce market. AI-referred visitors convert 31% higher than general traffic (Adobe Analytics, 2026), and AI shopping referrals surged +752% YoY during the holiday season. Verified data and an execution roadmap, in one place.

To earn citations in ChatGPT and Perplexity, fashion brands need their content in place 6: 8 weeks before seasonal peaks. That puts S/S prep in January, F/W in July, and Holiday in October, here is the annual GEO calendar reverse-calculated from AI indexing lead times, with per-season execution checklists.

Korea's top franchise coffee brand by store count ranks 7th on ChatGPT: and 1st on Gemini. AIBIX Lab's 2026 study of 715 F&B brands across four AI engines found divergent rankings in 66.7% of categories. This page defines AI SOV, maps the measurement process, and compares available tools.

Cafe24 released referrer data from its D2C store platform for Q2 2026. Generative AI traffic rose 72% YoY to roughly 850, 000 sessions; AI-driven purchase conversion hit 0.85% and AI-sourced orders jumped 195%. Covers platform-by-platform conversion rates, visitor entry patterns, and D2C execution priorities.

A comprehensive answer to 'which GEO companies are worth recommending.' Compares domestic Korean (Intermajor, ZESTCOMPANY, Narr/Answer, BizSpring, etc.) and global monitoring tools, diagnosis solutions, and agencies by founding, headquarters, and differentiators.

A step-by-step GEO strategy for licensed real estate agents and brokerages to earn citation as trusted sources in ChatGPT, Perplexity, and Naver AI: covering RealEstateAgent schema, FAQ structuring, AI bot crawling permissions, and cross-channel measurement.

Law firms, accounting firms, and consulting practices must build brand entities explicitly to be recognized by ChatGPT and Perplexity as professional service providers. A step-by-step guide to the Declare → Verify → Measure framework: from sector-specific schema.org markup to securing external mentions and tracking AI visibility.

What GEO (Generative Engine Optimization) does to CPA and ROAS. Visitors from AI search engines convert at up to 9× the Google organic rate. Brands cited in AI Overview see paid CTR climb 91%. A framework for redesigning performance marketing in the zero-click era.

A practical comparison of Daum AI Overview (Upstage Solar) and Naver AI Briefing: covering architecture, citation logic, market share (64.39% vs. 2.72%), and platform-specific AEO strategies.

A step-by-step guide for health food and supplement brands to earn citations from ChatGPT, Perplexity, and Google AI. Covers query classification, content structuring, schema markup, and citation measurement: from ingredient-efficacy queries to product comparisons and dosage combinations.

Visitors arriving from AI search platforms (ChatGPT, Perplexity) convert at 1.3× to 9× the organic rate, depending on industry and measurement baseline. An analysis of 94 e-commerce brands found ChatGPT CVR at 1.81% vs. 1.39% for non-branded organic (Visibility Labs, 2025). This page compares channel ROI with empirical data and a measurement framework.

How to make ChatGPT, Perplexity, and Google AI recommend your hospital. Covers content structure, E-E-A-T signals, structured data, and Share of Voice measurement: a complete healthcare GEO playbook.

Three structural reasons fashion brands go unseen in AI search, and a GEO execution strategy. A step-by-step 2026 guide to structured data, seasonal content timing, and external signal building so ChatGPT and Perplexity start recommending your brand.

How generative AI engines like ChatGPT, Perplexity, and Claude recommend attorneys and law firms: with domestic and global data, and the GEO strategies that drive inclusion.

A 2026 landscape that sorts GEO/AEO players into monitoring tools, specialist solutions and agencies, enterprise platforms, and regional players. We compare the leading vendor in each category, founding, headquarters, tracked engines, pricing, and differentiation, against primary sources.

A qualitative look at how generative engines like ChatGPT, Perplexity, and Gemini differ in the sources they pick for their answers, why those differences arise mechanically, and how to respond from a multi-engine perspective.

Why every engine answers differently, the trap of single-engine measurement, and a multi-engine GEO methodology for measuring AI visibility through prompt sets, repetition, and share of voice.

As search shifts from a list of links to an AI-synthesized answer, the click flow and brand visibility are changing along with it. This page lays out the cause of the AI-search shift, its impact, zero-click and the citation race, and how brands should respond.

How generative engines like ChatGPT and Perplexity pick the sources behind an answer, explained as a three-step process: retrieval, grounding, and synthesis, plus the conditions that make content citable: extractable chunks, semantic density, source credibility, and freshness.

AEO (Answer Engine Optimization) is the optimization mindset for an era when search returns an 'answer.' Its definition, its relationship to GEO, and how to apply it: framed through structured data and FAQ.

GEO (Generative Engine Optimization) is the strategy of getting your content cited in answers produced by generative engines like ChatGPT and Perplexity. Here is the definition, how it differs from SEO, and how it works.