Loading...

27 Jul 2026 04:17

Advertising & Marketing

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

MO 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)

Detailed charts and findings are included in a 30-page complimentary white paper, which is now available for download from the CMO Council. 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.

NULL
(Visited 25 times, 1 visits today)
peri hokiperihokiduta 76AWSBEThttps://sintnicolaasschool.com/https://abc1131aa.com/kincir88cakar76Slot mahjonghttps://www.abc1131.it.com/Gerakan99Era77stc76duta76duta76 loveduta76 careduta76bduta76 sejiwaduta76 lokasiterdekatduta76 africafuelduta76 oscarmykeduta76 naptimepkduta76 daikinduta76 raes-munichduta76 destyduta76 bio-linkduta76 lynkduta76 heylinkduta76 bioduta76 radarkeduWar138navigasi rtp live eksploitasi peluang taktik mahjong wild deluxe analisa dadu sicbo strategi gates of olympusanalisa komprehensif rtp live pola algoritma strategi mahjong ways 2 pgsoft taktik baccarat teknik starlight princessoptimasi presisi analisa strategi blackjack teknik membaca pola mahjong wins 3 taktik peluang rtp live sweet bonanza pragmaticdekonstruksi peluang taktis strategi analisa roulette pemetaan pola mahjong ways 2 pgsoft teknik membaca rtp live wild west goldeksekusi taktis analisa probabilitas strategi komprehensif sv388 teknik membaca peluang blackjack pola mahjong wins 3 pemetaan rtp live sugar rushstrategi rasional baca rtp live analisa pola gates of olympus taktik sicbo teknik mahjong wild deluxe jitutaktik eksekusi presisi sinkronisasi analisa rtp live pola mahjong ways 2 pgsoft teknik baccarat kuantitatif peluang starlight princesseksploitasi algoritma analisa strategi taktis menaklukkan blackjack pemetaan pola mahjong wins 3 teknik rtp live sweet bonanza pragmaticmetodologi optimasi peluang analisa teknik roulette klasik taktik pola mahjong ways 2 pgsoft strategi rtp live wild west goldanalisa matriks peluang sinkronisasi teknik blackjack taktik sv388 strategi pola rtp live mahjong wins 3 sugar rush pragmatichttps://www.thewayofthespirit.com/contact/kalkulasi taktik cerdas strategi peluang sicbo teknik pola mahjong wild deluxe analisa rtp live gates of olympusdekonstruksi varians strategi pola mahjong ways 2 pgsoft analisa peluang baccarat taktik teknik rtp live starlight princesseksekusi silang taktik teknik strategi blackjack analisa pola mahjong wins 3 pragmatic peluang rtp live sweet bonanzaformulasi taktik peluang roulette analisa pola mahjong ways 2 pgsoft teknik jitu strategi rtp live wild bounty hunternavigasi probabilitas analisa pola mahjong wins 3 pragmatic taktik peluang blackjack strategi sv388 teknik rtp live sugar rushalgoritma menang taktik mahjong wild deluxe peluang sicbo analisa pola gates of olympusanalisa rtp live peluang teknik mahjong ways 2 pgsoft baccarat starlight princessbedah peluang rtp live teknik transisi blackjack sweet bonanza mahjong wins 3 pragmaticeksekusi taktis data peluang roulette teknik wild bounty hunter rtp live mahjong ways 2 pgsoftdekonstruksi multi disiplin strategi blackjack peluang sv388 teknik sugar rush pola mahjong wins 3algoritma taktis analisa pola mahjong wild deluxe peluang sicbo teknik rtp live gates of olympusanalisa komprehensif pola mahjong ways 2 pgsoft taktik baccarat peluang teknik rtp live starlight princessdekonstruksi matriks kemenangan analisa pola kritis mahjong wins 3 taktik peluang blackjack strategi teknik rtp live sweet bonanza pragmaticsinkronisasi algoritma kemenangan teknik analisa pola mahjong ways 2 pgsoft taktik peluang roulette strategi pembacaan rtp live wild west goldinvestigasi mekanika taruhan analisa pola mahjong wins 3 pragmatic taktik peluang blackjack strategi rtp live sugar rush sv388dekonstruksi peluang strategi hibrida pola gates of olympus taktik sicbo analisa rtp mahjong wild deluxeekosistem taktis multi game strategi mitigasi peluang baccarat teknik rtp live starlight princess analisa pola mahjong ways 2analisa komprehensif ekosistem pragmatic taktik presisi mahjong wins 3 strategi rtp live sweet bonanza teknik peluang blackjackblueprint kinetik taruhan strategi taktik roulette analisa pola mahjong ways 2 pgsoft teknik pemetaan peluang rtp live wild west goldnavigasi algoritma rng live dealer teknik rtp live sugar rush pragmatic taktik analisa pola mahjong wins 3 strategi blackjack peluang sv388seberapa ampuh multiplier free spins mahjong waysstatistik scatter hitam free spins mahjong winspeluang simbol wild mahjong berdasarkan datamomen stop rtp mahjong wins realtimetrik efisiensi starlight batas rugi princessmanuver elite integrasi teknik analisa rtp live pola taktik mahjong wild deluxe dadu sicbo gates of olympusanalisa probabilitas strategi pola mahjong ways 2 pgsoft taktik rtp live starlight princess teknik peluang baccaratmetodologi taktik terstruktur analisa pola pragmatic mahjong wins 3 strategi teknik peluang blackjack rtp live sweet bonanzataktik sinkronisasi hibrida strategi pemetaan pola mahjong ways 2 pgsoft analisa peluang roulette teknik rtp live wild west goldmetrik taktik hibrida analisa peluang sv388 strategi teknik blackjack pola rtp live sugar rush mahjong wins 3 pragmaticdekonstruksi peluang analisa pola rtp live mahjong wild deluxe strategi taktik sicbo gates of olympussistem kalibrasi strategi taktik pola pgsoft mahjong ways 2 analisa peluang baccarat teknik rtp live starlight princesspemetaan pola algoritma taktik analisa peluang blackjack teknik strategi rtp live sweet bonanza pragmatic mahjong wins 3kerangka strategi terkalibrasi analisa teknik peluang roulette taktik pola mahjong ways 2 pgsoft rtp live wild west goldeksekusi peluang presisi taktik analisa pola mahjong wins 3 pragmatic strategi teknik sv388 rtp live sugar rush blackjackkombinasi silang pemetaan peluang blackjack sv388 mahjong wins 3keunggulan kuantitatif formasi investigasi sv388 mahjong wins 3skema berbasis informasi akurat sicbo mahjong wild deluxekomponen pengurangan risiko investigasi sv388 blackjack mahjong wins 3akselerasi berbasis informasi rtp live mahjong wins 3 sweet bonanzaabc1131penerapan kuantitatif mahjong ways simbol emasdinamika odds live roulette strategi datatren papan skor baccarat panduan praktisanalisis algoritma simbol berulang mahjong wayssebaran simbol wild bandito peluang datajejak scatter hitam mahjong wins 3 data komunitasanalisis perbandingan mahjong wins freespin data pemainmahjong ways 2 pola multiplier variansi datafenomena mahjong ways yang membuat banyak pemain terus kembali mencobanyamahjong wins dalam arus perkembangan game online global yang bikin pemain jadi tambah senangmahjong ways dan era hyper presonalized gaming yang menjadi tren globalteknologi machine learing membuat mahjong wins semakin menarik di 2026pengujian komponen investigasi pola mahjong ways 2 pgsoftmetodologi pemantauan pg soft berkelanjutan teknologi aipenataan visual bertingkat kemasan kosmetik promosi interaktifurgensi literasi media mahjong ways 2 ekosistem digitaldampak risiko peluang parlay taruhan kombinasi Top