Customer Intelligence & Retention · 2026년 7월 19일
The Quiet 20%: The High-Value Customers Your Analytics Barely Notices Until They Leave
In most consumer businesses, twenty percent of the customer base produces sixty to eighty percent of the revenue. That twenty percent is often the segment analytics notices least — they do not open every email, they do not respond to promotions, and their departure is only visible in the aggregate after it has already happened.
더 읽기
Customer Intelligence & Retention · 2026년 7월 18일
Lifetime Value Is Not a Slide — It's a Number You Should Be Actively Managing
Most enterprise LTV numbers appear once a quarter on a board slide and are never touched between reports. That posture treats LTV as a metric to describe the business rather than a number to manage the business. The three levers that move it are known and measurable.
더 읽기
Customer Intelligence & Retention · 2026년 7월 17일
Why 70% of Your Win-Back Budget Goes to Customers Who Were Never Coming Back
The default win-back campaign fires the same discount code at every lapsed customer. Most of the budget lands on customers who were never coming back, the recovery rate is a fraction of what it looks like, and the margin damage compounds every quarter.
더 읽기
Customer Intelligence & Retention · 2026년 7월 16일
Loyalist, Casual, Slipping, Departed: The Four Customer Archetypes and What Each One Actually Needs
Every customer in the base is one of four archetypes — Loyalist, Casual, Slipping, Departed. Each one needs a different intervention, and the generic 'customer marketing' program that treats them the same delivers the wrong action to three of them.
더 읽기
Customer Intelligence & Retention · 2026년 7월 15일
Your Average Customer Doesn't Exist: Why Marketing Built on Averages Is Marketing to Nobody
Average basket size, average frequency, average retention — the numbers every marketing team defends in the quarterly review describe a customer who is not actually in the base. The distribution the averages hide is where the revenue and the risk both live.
더 읽기
Real-Time Web Personalization · 2026년 7월 14일
A/B Testing vs Personalization: Why the Winning Variant Is Still a Compromise
A/B testing finds the variant that performs best on average. That variant is a compromise between segments that would have preferred different content. Rule-based personalization delivers the per-segment optimum, and the aggregate conversion rate follows.
더 읽기
Real-Time Web Personalization · 2026년 7월 13일
Cart Abandoners Don't Need Another Email — They Need a Homepage That Remembers Them
Email retargeting misses the intent window every time. On-site memory — a homepage that recognizes the returning shopper and adapts to what they were looking at — converts the same abandoners at rates the email campaign cannot approach.
더 읽기
Real-Time Web Personalization · 2026년 7월 12일
The Message-Match Problem: Why Your Meta Ad Clickers Bounce on Your Generic Homepage
The 40% bounce on paid traffic is usually diagnosed as 'bad traffic quality.' It is more often bad message continuity — the ad promised one thing, the homepage delivered another, and the visitor left inside three seconds.
더 읽기
Real-Time Web Personalization · 2026년 7월 11일
Location, Weather, Source, Device: The Four Context Signals Every Homepage Should Read (But Almost None Do)
Every visitor arrives carrying a context the homepage could read in the first 200 milliseconds. Four signals — location, weather, source, and device — cover the majority of buying-intent variance, and almost every enterprise homepage ignores all four.
더 읽기
Real-Time Web Personalization · 2026년 7월 10일
The Homepage That Talks to Everyone Talks to No One: The Cost of the One-Size-Fits-All Hero in 2026
The generic homepage optimized for the imagined average visitor is optimized for a person who does not exist. The composition of your bounce rate hides five audiences the current hero is silently losing.
더 읽기
Ad Performance & Attribution · 2026년 7월 8일
When to Blame the Creative, When to Blame the Channel: A Diagnostic Framework
When ad performance drops, the default reflex is to blame the creative. Sometimes that is correct. Often it is not. A four-signal diagnostic framework separates creative fatigue from targeting decay from channel compression from delivery drift.
더 읽기
Ad Performance & Attribution · 2026년 7월 7일
Attribution Truth: Why Last-Click Is Costing You Money
GA4's last-click default gives Search the credit and starves the channels that actually created the demand. UTM discipline and multi-touch attribution close the gap between what your dashboard reports and what your buyers actually do.
더 읽기
Ad Performance & Attribution · 2026년 7월 6일
AI Budget Reallocation: The Death of the Fixed Media Plan
The annual media plan built in December for the following year survived when audience behavior moved slowly. It does not survive 2026 auction dynamics. Continuous AI-driven reallocation is the new operating rhythm.
더 읽기
Ad Performance & Attribution · 2026년 7월 5일
The 24-Hour Ad Waste Window: Catching CPC Spikes Before They Destroy the Quarter
Most ad waste happens in a 24-hour window that monthly review will never catch. Statistical anomaly detection on CPC, CTR, cost, and ROAS closes the window before the damage is priced in.
더 읽기
Company News · 2026년 7월 5일
inMOLA Launches AI-Powered Marketing Decision Engine That Tells Brands What to Do Next
Built on proprietary algorithms drawn from 25 years of frontline marketing leadership, inMOLA scores a brand against its live competitive set and returns the single next move that matters — not another dashboard.
더 읽기
Ad Performance & Attribution · 2026년 7월 4일
Why 'Which Channel Performed Best?' Is the Wrong Question in 2026
Ranking Meta against Google against TikTok on a single metric — CTR, ROAS, CPC — hides more than it reveals. A composite channel score changes what a marketing team argues about, and what they optimize toward.
더 읽기
Brand Reputation Monitoring · 2026년 7월 4일
Watching Yourself and Your Competitor in the Same Mirror: Why Reputation Is a Comparative Metric, Not an Absolute One
Most enterprise brand monitoring runs the brand as if it existed in isolation — its own sentiment trend, its own volume history, its own theme distribution. The framing is comfortable and it makes the reporting easy, but it misses the most important thing about reputation, which is that reputation is comparative. A brand whose sentiment held steady while every competitor's improved is a brand that has effectively lost ground. A brand whose negativity rose in a period when the whole category's did is a brand that did not underperform. Neither pattern is visible without the competitor in the same monitoring frame. Here is why comparative monitoring has quietly become the operating standard for enterprises running reputation as a strategic metric, what the same-mirror view reveals that solo monitoring misses, and how the shift changes the executive conversation about brand health.
더 읽기
Influencer Marketing · 2026년 7월 1일
Instagram, TikTok, YouTube: A Framework for Deciding Which Platform Actually Earns Your Influencer Campaign
Most enterprise influencer campaigns default to the platform where the brand already has an organic account, or to the platform the CMO is most familiar with. Neither is a defensible allocation. The three major platforms — Instagram, TikTok, and YouTube — have genuinely different engagement patterns, audience compositions, and campaign strengths, and picking the wrong one for a specific campaign objective can quietly cut the ROI by half. Here is what the three platforms actually do best, how to match platform to campaign objective, and how enterprises are building a cross-platform allocation framework that stops leaving performance on the table by picking the wrong platform out of habit.
더 읽기
Brand Reputation Monitoring · 2026년 7월 1일
The One-Tweet Crisis: The Anatomy of a Viral Negative Mention and the Response Window Most Brands Miss
A single tweet from an influential account can push a brand into a reputation crisis in under four hours. The cascade is well understood — the trigger post, the amplification wave, the mainstream pickup — and yet most brand monitoring is still calibrated to catch aggregate patterns rather than single high-velocity mentions. The result is a systematic mismatch where the crisis of the modern era is invisible to the tooling designed for a slower one. Here is the anatomy of a viral negative mention, why the response window has compressed to something closer to an hour than to a day, and how enterprises are rebuilding their alerting to catch the specific pattern before it consolidates.
더 읽기
Influencer Marketing · 2026년 6월 30일
Fake Followers, Real Costs: The Authenticity Signals That Separate Real Audiences from Purchased Ones
The fake-follower industry has grown into a shadow economy that costs brands hundreds of millions of dollars a year in wasted influencer spend. The economics work because the fraud is hard to detect and the detection responsibility sits with the brand, not the platform. In 2026 the authenticity signals that reliably separate real audiences from purchased ones are well understood, but most enterprises still do not use them systematically at the selection stage. Here is what those signals are, how they combine into an authenticity filter, and how enterprises that put the filter at the front of selection stop paying premium prices for audiences that will never engage.
더 읽기
Pricing Strategy · 2026년 6월 30일
From One Market to Eight: What Changes When Pricing Has to Scale Across International Markets
Pricing in a single market is complicated. Pricing in eight is a different exercise entirely. The natural instinct — replicate the home-market pricing process eight times — misses the operating discipline that turns multi-country pricing into a working system rather than a set of parallel struggles. Here is what actually changes when pricing has to scale from one market to eight, what enterprises tend to underestimate, and how to build a pricing operating layer that stays consistent without becoming rigid.
더 읽기
Influencer Marketing · 2026년 6월 29일
Quality vs Brand-Fit: Why the Same Influencer Ranks Differently for Your Brand Than for Anyone Else
The industry loves single-number influencer scores. One rank, one leaderboard, one hero metric that decides who gets picked. In 2026 that framing is quietly failing enterprises, because the two questions single-number scores collapse — is this creator generally strong, and is this creator right for our brand — genuinely require independent answers. Here is why the two-score model has become the operating standard for enterprises running influencer programs at scale, what each score does, and how the shift from one rank to two separates the enterprises that pick creators who perform from the enterprises that keep hiring creators who look strong on a leaderboard that isn't theirs.
더 읽기
Influencer Marketing · 2026년 6월 28일
The End of Follower Count: Why Engagement Rate and Authenticity Are the New Influencer Selection Axes
For fifteen years, the influencer industry has sorted creators by a single number — followers — and treated that number as the primary input to campaign selection. In 2026 that number has quietly stopped meaning what it originally meant. Bought followers, inactive accounts, and algorithm-inflated audiences have hollowed out the correlation between follower count and campaign performance, and the enterprises still using follower count as the primary selection filter are picking creators whose actual audiences are a fraction of the number attached to their profile. Here is what has replaced follower count as the reliable selection axis, and how the shift is separating the enterprises that get campaign ROI from the ones that keep buying vanity numbers.
더 읽기
Pricing Strategy · 2026년 6월 27일
The Price-Quality Matrix: Where Your Product Sits on the Buyer's Mental Map (and How to Move It)
Every buyer runs a mental 2x2 when they see your product — price on one axis, quality on the other. Where the buyer places you on that map decides more than the pricing calculation does: it decides whether they consider you at all, whether they see you as premium, and whether they treat your price as credible. Here is what the four quadrants of the price-quality map actually mean, why some positions are stable and others are dangerous, and how to move deliberately from one position to another when the strategy calls for it.
더 읽기
Influencer Marketing · 2026년 6월 26일
Micro Keeps Beating Mega: The Influencer ROI Paradox That 2026 Enterprises Can't Ignore
For fifteen years, influencer selection has been dominated by a simple heuristic: bigger reach wins. In 2026 the ROI data has made that heuristic quietly indefensible. Micro-tier creators — the 10K to 500K follower band — routinely produce higher ROI per dollar than mega-tier partners at a fraction of the reach, and enterprises that still sort candidates by follower count are systematically overpaying for underperforming campaigns. Here is what changed, why the paradox is durable, and how to build a portfolio that captures the micro edge without abandoning the reach mega delivers when reach genuinely matters.
더 읽기
Social Media KPI · 2026년 6월 25일
Follower Growth Is Not Just a Number — It Is a Leading Indicator of Brand Momentum
Follower growth is often dismissed as a shallow metric, a vanity number to be tracked but not taken seriously. That dismissal misses what the metric actually tells you when it is read the right way. Follower growth, tracked continuously and interpreted correctly, is one of the strongest leading indicators of brand momentum available to a marketing team — often visible before campaign metrics move, before search trends shift, and before the brand health survey catches up. Here is how to read it as the leading indicator it is.
더 읽기
Pricing Strategy · 2026년 6월 24일
Beyond Cost-Plus: How to Build a Target Margin That Protects Your Overhead, Not Just Your Product Cost
Cost-plus pricing produces a number quickly, but the number is often wrong in the same way: it covers product cost but leaves overhead uncovered, and the enterprise ends up busy without earning. Rebuilding the target margin so that it protects the full operating structure — product, overhead, go-to-market — is one of the highest-return pricing moves an enterprise can make, and one of the least well documented. Here is how to think about the target margin as a defense of profitability, not just an accounting output.
더 읽기
Social Media KPI · 2026년 6월 24일
Which Platform Is Actually Working: The Right Way to Compare Cross-Platform Social Performance
Every social team has faced the same question — which of the six major platforms is genuinely producing value for the brand, and where should incremental effort go? The intuitive answer, which is to compare each platform's headline numbers side by side, produces conclusions that are systematically wrong. Here is why cross-platform comparison is harder than it looks, what a defensible comparison actually requires, and how to reach an honest verdict on which platforms deserve continued investment.
더 읽기
Pricing Strategy · 2026년 6월 21일
The "Too Cheap" Trap: Why Lower Prices Sometimes Reduce Demand — and How to Protect Quality Perception
Every pricing textbook says that lower prices increase demand. Every experienced pricing lead can name at least one product where cutting the price actually reduced sales. The paradox is not a market anomaly — it is a systematic phenomenon that appears when the price drops below the band that the buyer treats as credible for the quality on offer. Here is what "too cheap" actually signals to buyers, why the effect has strengthened in 2026, and how to price aggressively without triggering the trap.
더 읽기
Brand Reputation Monitoring · 2026년 6월 19일
Volume Was the Question, Theme Is the Answer: Why Modern Brand Monitoring Reads What People Say, Not How Many
For twenty years brand monitoring has been dominated by a single instrument — the mention count. Volume up is good. Volume down is bad. Sentiment attached is the modifier. That model built a reporting industry, but it stopped answering the questions enterprises actually needed answered years ago. The specific problem is that two brands with identical mention volumes and identical sentiment distributions can be facing completely different reputation situations, and the mention-count report cannot tell them apart. Here is why theme analysis has become the primary layer of modern brand monitoring, what it actually reveals that volume misses, and how enterprises are rebuilding their monitoring to read the conversation instead of counting it.
더 읽기
Pricing Strategy · 2026년 6월 18일
Why Country-Specific Pricing Decisions in 2026 Need More Than a Spreadsheet
For years, country-level pricing lived in a spreadsheet that translated a home-market price into other markets using VAT tables and a rough purchasing-power adjustment. In 2026 that spreadsheet is producing prices that are systematically wrong in ways that matter — too high in some markets, too low in others, and rarely aligned with what buyers in each market actually treat as the credible price band. Here is why country-specific pricing decisions have outgrown the spreadsheet, what the decision surface actually needs to include, and how enterprises are shifting from single-price-with-adjustments to genuine per-market price setting.
더 읽기
Social Media KPI · 2026년 6월 18일
Why Social Media KPIs in 2026 Are Shifting from Inflated Impressions to Real Views
For a decade, social media reporting was built on impressions — a number that inflated over time until it stopped telling anyone anything useful. In 2026 that number has quietly lost its authority, and the enterprises that still build their social decisions on it are optimizing against noise. This piece explains what changed, what a real-view measurement actually looks like, and why the shift toward genuine viewership numbers is one of the most consequential changes in social measurement in the past decade.
더 읽기
Portfolio Strategy · 2026년 6월 15일
BCG Matrix Plus Competitive Intelligence: A Continuous Portfolio-Tracking Framework for 2026 Investment Decisions
The classical BCG matrix was designed as an annual planning artifact. In 2026, portfolio dynamics move too fast for annual planning. This piece describes a continuous portfolio-tracking framework that combines the modernized BCG matrix with continuous competitive intelligence — updating quadrant positions as the underlying signals update, surfacing reallocation triggers between reviews, and turning portfolio management from a scheduled meeting into an operating discipline.
더 읽기
Brand Reputation Monitoring · 2026년 6월 15일
Six Hours or Six Weeks: Why Crisis Detection Speed Is the Single Variable That Saves Brand Reputation
Every brand assumes it will catch its next reputation crisis early. Almost none do. The gap between the moment a crisis begins on social platforms and the moment the marketing team is notified has widened rather than closed over the past five years — because the platforms have compressed the crisis window while most brands still rely on monitoring cadences that were built for a slower era. Here is what happens inside a crisis window, why detection speed is the single variable that most reliably decides the outcome, and how enterprises are rebuilding their monitoring to catch the surge in the first six hours instead of the first six weeks.
더 읽기
Portfolio Strategy · 2026년 6월 12일
The Dog-Quadrant Fallacy: Why Some Brands Marked for Divestiture Are Hidden Stars
The Dog quadrant of the BCG matrix carries the strongest signal in the framework — divest. But the Dog label is the one most often over-triggered by lagging inputs, and the modernized matrix produces a specific pattern of Dog-that-is-actually-a-Star reclassifications that annual reviews miss. Here is the anatomy of the hidden-Star pattern, how to detect it before executing a divestiture, and what to do when the leading indicators contradict the classical read.
더 읽기
Portfolio Strategy · 2026년 6월 9일
How to Measure Relative Market Share in 2026 — and Why Classical Revenue-Share No Longer Suffices
Relative market share was the horizontal axis of the classical BCG matrix and it remains one of the cleanest ideas in strategy — your share of the market divided by the largest competitor's share, one number that captures competitive strength. What has changed is that the number itself is now too slow and too gameable to support portfolio decisions. Here is how to measure relative competitive strength for 2026's portfolio matrix, what to blend with revenue share, and how to avoid the measurement traps that have derailed most modernization attempts.
더 읽기
Portfolio Strategy · 2026년 6월 6일
Star, Cash Cow, Question Mark, Dog: How One CFO Reprioritized Portfolio Investment in Six Weeks
A composite case drawn from three multi-brand groups shows how a modernized BCG matrix — with AI visibility and digital demand data on both axes — moved a CFO from an annual reallocation cadence to a six-week reprioritization that shifted marketing spend across four brands, killed one, and rescued another that the annual review would have divested. Here is the walkthrough, quadrant by quadrant, decision by decision.
더 읽기
Portfolio Strategy · 2026년 6월 3일
BCG Matrix Reborn: Why Portfolio Positioning in 2026 Is Incomplete Without AI Visibility Data
For twenty years the BCG growth-share matrix was treated as a museum piece — useful for teaching, obsolete for deciding. In 2026 it is back on boardroom walls, but with two axes rebuilt for a market where AI-driven discovery reshapes categories faster than annual revenue reports can capture. Here is why the matrix returned, what changed about how to measure it, and where AI visibility data has become the leading indicator CFOs and CMOs are aligning around.
더 읽기
AI Visibility · 2026년 5월 31일
From SEO Reports to AI Decision Signals: The Case for Continuous AI Visibility Tracking
The monthly SEO report told you what happened. In 2026, that rhythm is too slow for AI search. AI visibility is a live signal that shifts weekly, sometimes daily, as models update and the web around your brand changes. Here is why continuous AI visibility tracking has become the new operating requirement, what to measure, and what enterprises are getting wrong when they try to bolt AI tracking onto an SEO reporting cadence.
더 읽기
AI Visibility · 2026년 5월 28일
AI Search Visibility in the UK, Netherlands, and UAE: What Enterprise Marketers Are Getting Wrong
AI search visibility looks like a global problem until you look at the UK, Netherlands, and UAE side by side. Regional dynamics — regulatory context, language mix, competitive intensity, buyer culture — reshape what enterprise marketers should measure and where they should invest. Here is what is actually different in each market, and what enterprises across all three are getting wrong in 2026.
더 읽기
Social Media KPI · 2026년 5월 28일
The End of Vanity Metrics: Why Post-Level Engagement Rate Is More Valuable Than Total Follower Count
For most of the past decade, social reporting led with the follower count and the total reach. Both are still tracked, but neither is the metric that best supports content decisions. The metric that does — engagement rate at the individual post level — has been available all along. Here is why the shift toward post-level engagement analysis is quietly reshaping how the best social teams operate, and what the top-of-report metric should actually be.
더 읽기
Social Media KPI · 2026년 5월 26일
Single Pane, Operating Rhythm: How to Turn Social KPI Reporting from a Monthly Slide Into a Working Discipline
Most enterprise social reporting still lives in a monthly slide deck — a document produced at the end of each month, reviewed briefly, and filed. That format made sense when social was a supporting channel. In 2026 it does not. This piece walks through how leading enterprises are shifting from monthly report production to a single-pane operating rhythm, what changes about the team's workflow, and why the shift compounds returns against enterprises still stuck in the monthly-deck cycle.
더 읽기
AI Visibility · 2026년 5월 25일
Answer Engine Optimization (AEO): The 12 Signals AI Models Weight When Recommending a Brand
AI engines do not pick brands at random. There are twelve concrete signals ChatGPT, Perplexity, Gemini, and Claude weight when deciding which brand to mention, cite, or recommend. Here are the twelve, grouped by category, with what each one actually measures and what enterprises can do about it in 2026.
더 읽기
AI Visibility · 2026년 5월 22일
Why 40%+ of B2B Buying Journeys Now Start in AI Search — And How Enterprises Can Capture Them
In 2026, roughly 40% of B2B research journeys — and closer to 50% in software — now begin inside an AI assistant, not a search engine. That shift decides which vendors make the shortlist before the traditional funnel even opens. Here is what is actually happening, where AI search reshapes the buying journey, and how enterprises are learning to capture that early attention.
더 읽기
AI Visibility · 2026년 5월 19일
Generative Engine Optimization Explained: The 2026 Framework for Ranking in ChatGPT, Perplexity, and Gemini
Traditional SEO ranked pages for Google's blue links. GEO — Generative Engine Optimization — makes your brand the one AI answers cite. Here is the 2026 framework enterprises are using to appear inside ChatGPT, Perplexity, and Gemini responses, plus what to measure and how to build it into an operating rhythm.
더 읽기
Competitive Intelligence · 2026년 5월 16일
Why Competitive Analysis Matters for Every Brand — and What Real Competitive Intelligence Looks Like in 2026
Most brands still run competitive analysis as an annual PowerPoint deck. In 2026, the timing is too slow, the data is too generic, and the decision layer is missing. Here is why competitive analysis is the one discipline no brand can skip — and what real competitive intelligence looks like when it is done right.
더 읽기
Brand Reputation Monitoring · 2026년 5월 15일
The Silence Alarm: Why the Absence of Conversation About Your Brand Is Often the Warning Signal Every Other Metric Misses
Most brand monitoring is optimized to detect the wrong problem. Negative surge, viral incident, sentiment collapse — the entire alerting apparatus is built around noise, because noise is what the industry has learned to fear. In 2026 the more insidious reputation risk is the opposite: silence. The brand that used to be part of the category conversation quietly stops showing up in it, and the drift is invisible to every monitoring instrument tuned for volume or sentiment. Here is why brand silence has become one of the highest-leverage warning signals for enterprises, what it actually indicates, and why the enterprises building silence alarms into their monitoring stack are catching a category of reputation risk their competitors are not.
더 읽기
뉴스 · 2026년 4월 25일
Bester Media, 차세대 AI 마케팅 의사 결정 엔진 InMola 공개
튀르키예 이스탄불 — Bester Media가 브랜드의 데이터 해석 및 의사 결정 방식을 재정의하는 AI 기반 마케팅 인텔리전스 플랫폼 InMola의 얼리 액세스 출시를 발표합니다.
더 읽기
뉴스 · 2026년 4월 22일
inMOLA, 10개 주요 기업과 함께 파일럿 단계 시작
알고리즘 기반 마케팅 모델링과 데이터 주도 접근 방식에 기반한 차세대 SaaS 성장 플랫폼인 inMOLA가 공식적으로 파일럿 단계(Proof of Concept)에 진입합니다.
더 읽기
전략 · 2026년 4월 19일
마케팅 팀이 데이터에 빠져 죽으면서도 인사이트에 굶주리는 이유
마케팅 데이터가 이렇게 많았던 적이 없습니다. 그럼에도 불구하고 대부분의 CMO들은 "우리가 다음에 무엇을 해야 하는가?"라는 질문을 받으면 망설입니다. 데이터가 부족해서가 아닙니다. 인사이트가 부족해서입니다.
더 읽기
의사 결정 인텔리전스 · 2026년 4월 16일
HubSpot 대 inMOLA: 다음에 무엇을 해야 하는지 실제로 알려주는 것은 어느 쪽인가?
대부분의 소프트웨어 비교 자료가 감추는 것에 대해 솔직하게 이야기해 봅시다. HubSpot은 좋은 도구이지만, 운영적 질문에 답할 뿐 전략적 질문에 답하지는 않습니다.
더 읽기
전략 · 2026년 4월 13일
엔터프라이즈 컨설턴트는 알지만 귀사의 마케팅 팀은 모르는 것
매년 세계 최대 기업들은 전략적 마케팅 컨설팅에 수십만, 때로는 수백만 달러를 지출합니다. 광고를 위해서도, 도구를 위해서도 아닌 사고(思考)를 위해서 말입니다.
더 읽기
보도자료 · 2026년 4월 10일
inMOLA, AI 기반 마케팅 의사 결정 엔진을 위한 첫 세 가지 전략적 파트너십 발표
Teknopark İstanbul, LG Electronics, Netpak과의 파트너십이 튀르키예 마케팅 기술 스타트업의 글로벌 야망을 강화합니다.
더 읽기
AI 및 전략 · 2026년 4월 7일
2026년 마케팅 AI 플랫폼을 선택하는 CMO의 프레임워크
2026년의 대부분의 마케팅 AI 플랫폼은 챗봇이 덧붙여진 분석 도구입니다. CMO가 화장품 같은 AI와 진짜 의사결정 인텔리전스를 구분하는 데 사용하는 프레임워크입니다.
더 읽기
의사 결정 인텔리전스 · 2026년 4월 4일
마케팅 인텔리전스 vs 마케팅 애널리틱스: 2026년의 5가지 핵심 차이
마케팅 애널리틱스는 무슨 일이 있었는지 알려줍니다. 마케팅 인텔리전스는 다음에 무엇을 해야 할지 알려줍니다. 둘을 가르는 다섯 가지 차이 — 그리고 왜 2026년이 이 구분이 마침내 중요해진 해인지.
더 읽기
전략 · 2026년 3월 27일
마케팅 효율성 측정 방법: 2025년에 실제로 중요한 KPI
2025년에 마케팅은 누가 가장 많이 지출하는지가 아니라, 누가 가장 똑똑하게 측정하는지에 관한 것입니다. 올해의 승리 KPI는 허영 메트릭이 아니라 가치 메트릭입니다.
더 읽기
AI 및 전략 · 2026년 3월 26일
마케팅 인텔리전스의 미래: AI가 브랜드 전략을 재정의하는 방법
데이터는 새로운 화폐이며, AI는 브랜드가 고객 행동을 이해하고 예측하며 영향을 미치는 방식을 변화시키는 원동력입니다. 다음 단계는 더 많은 데이터가 아니라 마케팅 인텔리전스입니다.
더 읽기
퍼포먼스 · 2026년 3월 23일
알고리즘으로 비용 절감: 효율성과 효과성
마케팅 알고리즘은 매출을 증가시킬 뿐만 아니라 비용도 절감합니다. 효율성을 개선하고 마케팅 예산을 최적화하는 데 도움이 됩니다.
더 읽기
AI 및 전략 · 2026년 3월 16일
AI 기반 마케팅: inMOLA의 혁신적 접근
인공 지능이 마케팅 세계를 혁신하고 있습니다. inMOLA의 혁신적인 AI 기반 솔루션은 브랜드가 전략을 최적화하는 데 도움이 됩니다.
더 읽기
퍼포먼스 · 2026년 3월 7일
마케팅 알고리즘의 힘: 매출을 끌어올리는 솔루션
마케팅 알고리즘은 고객 행동을 분석하고 청중에게 올바른 메시지를 전달합니다. 매출을 증가시키고 비용을 줄입니다.
더 읽기
AI와 전략 · 2026년 3월 2일
범용 AI가 마케팅에서 부족한 이유 — 그리고 25년의 코드화된 전문성이 무엇을 다르게 하는가
범용 AI 플랫폼은 다섯 줄짜리 프롬프트로 그럴듯하게 들리는 마케팅 전략을 생산합니다. inMOLA는 다르게 만들어졌습니다 — 25년의 운영자 경험이 알고리즘에 코드화되어 있고, AI는 전략가가 아니라 가속기로 작동합니다.
더 읽기