Loading...

08 Mar 2026 12:46

Advertising & Marketing

Marketers Overloaded With Data And Light On Insights That Predict Customer Behavior

Marketers Overloaded With Data And Light On Insights That Predict Customer Behavior

Marketers Overloaded With Data And Light On Insights That Predict Customer Behavior

Marketers Overloaded With Data And Light On Insights That Predict Customer BehaviorCMO Council Study Finds Marketers Struggling to Personalize, Create Real-Time Interactions and Shape Customer Purchasing Journey and Outcomes

While there is an over-abundance of consumer data and analytics, marketers have yet to master what meteorologists and economists do best: funnel this multiplicity of data into actionable insights to reliably anticipate and predict what’s ahead and then prepare for it.

According to a new study from the CMO Council—entitled “Predicting Routes to Revenue”—only 5 percent of marketers say they have mastered the ability to adapt and predict the customer journey and what actions will derive maximum value. The study is based on insights from more than 150 senior marketing executives surveyed primarily across North America and Europe during the fourth quarter of 2015 and was conducted in partnership with Pegasystems, a provider of strategic business applications.

Marketers looking to deliver exceptional customer experiences are increasingly turning to personalization as the key driver to maximize customer value. But this will require redefining data’s value and primary role, moving away from using data as a vehicle to calculate past performance metrics and into a critical tool to uncover new, real-time insights about customer behavior—including how customers react to different trends, news, offers, deals, product promises, promotional prompts, recommendations, social commentary and personalized messages.

While 23 percent of marketers are able to develop predictive insights into broad customer trends, another 20 percent feel they are only able to predict the next best action and struggle to move beyond that first step. Delivering on brand promises is another area that appears to be lacking for marketers, as two-thirds of respondents revealed their success in this area is hit-or-miss, with 14 percent admitting they were completely missing the mark.

The results indicate that a key contributor to this lack of advancing analytics is a fundamental misalignment of data sources as marketers continue to struggle with aggregation, alignment and analysis of data across disparate sources. Forty-eight (48) percent indicate that data is collected and analyzed but remains separate and is not well aligned. Only 3 percent say their current data sources are integrated and totally aligned, delivering a comprehensive 360-degree view of the customer.

“Marketers have the right intentions, working to deliver rich, personalized and relevant engagements across an increasing number of channels, but there are still a number of roadblocks preventing us from maximizing efforts in this area,” noted Liz Miller, Senior Vice President of Marketing with the CMO Council. “Personalization isn’t a question of using a customer’s name in an email subject line. Personalizing the customer experience demands that we harness the data that is collected across the organization and immediately transform that into something that is actionable and resonates with the customer and their preferences. If personalization remains a way to add a few interesting indicators to a momentary campaign, we will fail in fully optimizing the revenue potential of each individual customer.”

One clear challenge is the multitude of channels through which marketers can listen to and engage with customers. The top sources of insights into customers, prospects and markets include visits to the corporate website (74 percent), sales data and CRM-based customer records (68 percent), and customer satisfaction surveys (57 percent), to provide a partial list.

“The sheer volume of customer data available to marketers today is both a blessing and a curse,” said Robert Tas, CMO of Pegasystems. “As customer expectations rise when they reveal more about themselves, most organizations aren’t equipped to reciprocate by providing a better, more personalized experience. By deploying real-time analytics to turn this data into actionable insights, organizations can predict customer needs and quickly adjust as those needs change to provide superior experiences at every interaction.”

Marketers have a clear idea of what moves need to be made in the year ahead to make real strides in making personalization a reality for their customer experiences. First and foremost, marketers are looking to connect fragmented campaigns into a complete customer journey that is reflected and embraced by the entire organization. Other areas of priority include:

Adding more personalized experiences that are based on customer data (59 percent)

Expanding engagement channels to better meet customers where they want to engage (54 percent)

More completely aligning front-line resources (sales, service, in-store, support) to create exceptional experiences in any channel (45 percent)

Delivering real-time, relevant offers to optimize revenue (41 percent)

Fifty-six (56) percent of respondents hail from organizations with more than $1 billion (USD) in revenue, and 29 percent hold titles of CMO or Senior Vice President of Marketing.

(Visited 1 times, 1 visits today)
peri hokiperihokiduta76duta 76ABC1131 - MPO SLOTABC1131 Bandar Slot Togelmix parlay agen slot qrisMPOGALAXYslot thailandAWSBETkincir88ABC1131ABC1131 LOGINanalisa dalam teknik taktik mahjong wild deluxe dadu sicbo gates of olympus untuk maksimalisasi peluang menang perihokimengoptimalkan peluang jackpot perihoki dengan strategi dan analisa mahjong ways 2 pgsoft baccarat starlight princesspanduan interaktif teknik dan strategi bermain mahjong wins 3 pragmatic sweet bonanza perihokipeta pola efektif dan strategi jitu perihoki rtp live mahjong ways 2 pgsoft roulette wild bounty showdownmenguraikan jalur keberuntungan dan taktik mahjong wins 3 pragmatic blackjack sugar rush sv388 perihokieksperimen peluang terstruktur duta76 teknik analisa mahjong wild deluxe dadu sicbo gates of olympustaktik cerdas dan pola unik rtp live mahjong ways 2 pgsoft baccarat starlight princess duta76teknik menguasai strategi dan pola tersembunyi mahjong wins 3 pragmatic sweet bonanza duta76analisa peluang dan strategi lengkap mahjong ways 2 pgsoft roulette wild bounty showdown duta76simfoni peluang dan manipulasi rng mahjong wins 3 pragmatic blackjack sugar rush sv388 duta76mahjong tampak seimbang scatter permainanmahjong wild penentu momen emas pemainperpaduan mahjong scatter nuansa responsifputaran bergejolak scatter hitam mahjong winsputaran mulus scatter nahkoda mahjong winsaws alasan mahjong wins3 media sosialaws analisa teknikal scatter mahjongways2aws jadwal jam mahjong waysaws kisah nyata kebaikan mahjong wins3aws panduan mitigasi risiko digitalaws perjuangan pola mahjongways2aws rahasia kemenangan beruntun mahjongwins3aws rtp tinggi gaya bermain mahjongways2aws strategi simbol spesial mahjongwins3aws teknik volatilitas mahjongways2dekomposisi parameter mahjong ways 2 sistem hiburanrahasia pola gates of olympus 27 jutametodologi ritme starlight princess target terukurevolusi motivasi sweet bonanza aktivitas digitalsolusi efisiensi malam sugar rush 1000pembaruan algoritma gates of gatot kaca 30 jutabedah sistem pembayaran wild west goldformulasi strategis wild bandito 97 perseninovasi visual lucky neko platform premiumtinjauan pola buffalo win stabilitas hasilaws dinamika progresif mahjong winsaws integritas sistem mahjong waysaws pergeseran spin mahjong winsaws scatter wild mahjong waysaws sinkronisasi proses mahjong winsaws akselerasi spin mahjong winsaws analisis scatter hitam mahjongaws data akurat mahjong waysaws desain progresif mahjong waysaws sinkronisasi struktur mahjong winsmenguasai strategi dan pola tersembunyi mahjong wild deluxe dadu sicbo gates of olympus perihokieksperimen peluang terstruktur dan analisa mahjong ways 2 pgsoft baccarat starlight princess perihokipanduan interaktif teknik dan strategi mahjong wins 3 pragmatic blackjack sweet bonanza perihokisimulasi probabilitas intergalaksi mahjong ways 2 pgsoft roulette wild west gold perihokinavigasi multi dimensi fortuna dan strategi terapan mahjong wins 3 pragmatic blackjack sugar rush sv388 perihokipola canggih mahjong wild deluxe sicbo gates of olympus dengan pendekatan modern duta76teknik rahasia dan taktik terapan mahjong ways 2 pgsoft baccarat starlight princess duta76analisa peluang jitu dan strategi lengkap mahjong wins 3 pragmatic blackjack sweet bonanza duta76transmutasi intuisi ke algoritma menang mahjong ways 2 pgsoft roulette wild west gold duta76strategi transformatif dan peta peluang tersembunyi mahjong wins 3 pragmatic blackjack sugar rush sv388 duta76mahjong wins tegas alur scatter hitamtanpa mencolok scatter mulai mahjongsaat pemain menekan reel mahjong perkalianmahjong ways momen lengah perkalianmahjong damai perlahan scatter hitam Top