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The case for embedded marketing analytics: why internal teams can’t do it alone

With ever-growing and increasingly complex data, multichannel processes, and varied measurement mechanisms, Marketing leaders often have difficulty answering analytics questions with one-off, traditional professional services engagements. Fully in-house marketing analytics are often constrained by budget and headcount, while fully outsourced models can lack oversight, context, and alignment to real business challenges.

That’s why a hybrid approach — embedding third-party experts directly alongside internal teams — becomes essential. Embedded teams help shoulder the heavy lift: tackling the painstaking work, building new processes, and driving adoption of best practices. By working inside complex systems and closely with your teams, they combine an outside-in perspective with deep, day-to-day understanding. This enables faster, more relevant insights and the ability to adapt in real time to shifting macroeconomic factors, priorities, and strategies.

Ultimately, this model creates a more fluid dynamic across marketing organizations. It minimizes learning curves, preserves institutional knowledge, and brings the expertise of a consultancy without the limitations of static deliverables. Rather than fading in relevance after a single project cycle, embedded analytics relationships continue to build and evolve, delivering lasting value and continuously improving outputs over time.

Why embedded analytics teams create lasting value

1. Closeness to both the data and the specific business problems

Being directly embedded within your team allows third-party experts to understand nuances — from data structures to evolving priorities.Ramp up periods are significantly shortened when tackling new workstreams, causing the resulting output to be more impactful (in service of the intended goal) and relevant (to the specific needs of the stakeholders involved).

2. Expertise on emerging best practices 

Blending the methodology- and industry-specific expertise of traditional consulting firms with a bias to action allows implementation of those concepts to specific, unique client applications. That team’s experience from a wide range of past work coupled with a bespoke understanding of how to effectively deliver in the existing ecosystem, allows seamless, continuous delivery of quality insights that are often unachievable with other engagement models.

3. Agility of high-impact resource deployment

Too often, novel questions go unanswered due to resource constraints; “run the business” work always takes precedence. This is especially true for marketing analytics teams. Embedded analytics elegantly solves this problem by infusing agile, high-impact resources to tackle newer problems. This agility allows this work to get done without de-prioritization of day-to-day activities.

4. Increased ability to focus on lifting and shifting the internal “analytics mindset”

As opposed to clunky, do-as-I-say attempts at enacting change (which are typically distrusted by staff), a Managed Analytics team drives innovation from within. The “teachers” start with intimate relationships with across the organization, allowing new approaches to be trusted and successful. This fosters an environment where a “lift and shift” of analytics is both well-founded and well-received.

5. Answers to broad or complex questions that may not have a clear-cut solution

Oftentimes, open-ended questions are hard to approach (and therefore hard to answer) with only internal perspectives. Having partners who understand both internal context and outside perspective creates a working relationship uniquely positioned to tackle the big questions that may not have a clear-cut solution.

Read our case study, “Embedded support transforms marketing analytics team”​

Learn how a fast-moving, budget constrained team increased marketing ROI.

The jobs of embedded analytics

So what does this look like in practice? The right third-party embedded analytics team can flex across nearly any marketing analytics need, typically in three categories:

Growth

Growth activities focus on answering broad questions that help support strategic goals.

These questions come from a variety of sources, including marketing stakeholders, executives, and analytics leadership. Growth-related questions tend to be related to larger scale changes, such as “how can we increase marketing’s profitability?”, “are we thinking about marketing investment in the right way?”, or “is the way we measure success properly tied to business goals?” Oftentimes, these high-level, open-ended questions are difficult to answer with internal resources, whether due to staffing and capacity constraints or a lack of external context. Managed Analytics teams provide the capacity, outside expertise, and institutional knowledge necessary to answer them.

Process

Process activities are directly concerned with improving the existing “analytics universe”.

This type of work includes finetuning existing practices, creating new ways of delivering insight or measuring success, and upskilling internal analytics teams. Frequently, in the hectic flurry of day-to-day activities there is not enough time in the day to consider how these activities can be improved.

Measurement

Measurement & Testing encompasses the ongoing quest to understand what’s working, what isn’t, and where to shift dollars to increase effectiveness.

This scope includes both ongoing measurement efforts (MMM or Media Mix Modeling; MTA or multi-touch attribution; and last-touch attribution), as well as in-market testing (A/B testing) and analysis. These approaches can be shifted, improved, and repeated over time by employing an agile approach to understanding and improving marketing effectiveness.

Why this matters now (and how Marketbridge can help)

As marketing grows more complex, the need for embedded analytics partners — ones who work with you, not just for you — has never been greater. Whether addressing strategic challenges, improving day-to-day processes, or navigating evolving measurement needs, embedded analytics relationships drive faster, more effective outcomes.

Connect with us to see how our analytics consulting team can help!

Drive scalable growth with science & economics

Working with go-to-market (GTM) organizations is always an engaging experience. And while there’s rarely a dull moment, there is also the sense that GTM teams are at the mercy of micro- and macro-economic factors out of their control. For the most part, this is an accurate statement, but also let it be a call-to-action to find better means to deliver sustainable, predictable value to the organization. A call to get sharper—to look at go-to-market with the lens of science and economics, and build a more resilient approach to driving growth and profit.

No one can profess to know the future (definitively), so humans, and GTM leaders specifically, must understand, interpret and react to situations with data and information we have at hand. Gone are the days (if there ever were those days) of set-it-and-forget-it strategy. GTM leaders are tasked with constantly reacting to changes, disruption and uncertainty. All while being asked to grow faster, leaner and more predictably.

Growth Theatre

It’s no wonder that a lot of GTM leaders have a bias for action—which they generally should—but while the instinct is to act, this comes with the risk of misreading signals and making bad decisions. And here’s this thing: companies are generally not suffering from lack of action—they’re drowning in it. The problem is that a lot of these actions amount to nothing more than growth theatre.

Launch something new, reorg coverage, double headcount, start a partner channel. The market isn’t waiting, so the thinking goes—why should we? While performances have their place on stage, screen and politics, GTM leaders have a responsibility to their organization and shareholders to ground their actions in durable economic models.

Everyone’s moving, but few are moving in the right direction. The problem isn’t action, it’s strategy. In times of volatility, model-less growth isn’t only less effective, it’s more expensive in terms of hard costs and opportunity costs. Smart decisions don’t take more time, but they do take more effort.

Most of that effort comes back to the issue of alignment around a hypothesis, validating assumptions, testing actions and then being able to course correct without panic. This scientific approach, in my opinion, is the difference between flailing and scaling. This is where go-to-market economics comes in—not as a function or tool, but as a way of approaching GTM alternatives and decision-making.

An Urgent Reality

The urgency for a more durable approach to growth comes not only from external market, customer and economic factors but as the mandate to leaders who occupy GTM roles. Data from Gartner shows that 71% of CMOs are under pressure to deliver measurable ROI within six months of tenure. There’s no time for a website refresh here. At the same time, only 27% of GTM leaders report high confidence in the economic and financial efficiency of their GTM efforts. And it’s not just Marketing, across functions, the gap between performance pressure and confidence is widening. Sales is optimizing for quota attainment while Marketing is optimizing for leads. And Finance is optimizing for efficiency and runway.

Everyone is working, acting, but no one is pulling in the same direction. According to Forrester, only 14% of B2B organizations say marketing and sales share a common definition of success. And 62% of GTM leaders say that internal misalignment is their single biggest barrier to growth. What’s missing isn’t effort or talent. It’s coherence.

Go-to-market economics isn’t a new dashboard or planning framework—it’s a shared lens. A model that connects strategic intent with operational investment and measurable return. It turns fuzzy ambition into accountable execution.

Start with Tradeoffs

I like to think of a GTM organization as an organic organism—where dependencies and benefits affect different systems independently AND as a whole. Shifting focus to components grounded in data and facts gives leaders a stronger basis to optimize efficiency and drive growth. Lifetime value (LTV), customer acquisition costs (CAC), payback timelines, ROI and cost-to-serve are fundamental tools to prioritize and de-risk decisions for GTM leaders to scale.

The benefits are well-documented. Boston Consulting Group found that companies that use LTV:CAC modeling are more than twice as likely to beat their revenue targets. While Bain reports that fewer than 40% of companies model cost-to-serve by channel or segment! McKinsey research shows that high-performing teams revisit economic assumptions quarterly (if not monthly) because they expect the market to change and their models need to flex.

In our work, we see six economic capabilities emerge repeatedly in high-performing GTM organizations:

  1. Clarity on Tradeoffs: With an economic lens, every investment becomes a strategic decision where teams understand where dollars create the most value, enabling smarter resource allocation and more intentional growth
  2. Focus on Return, Not Just Results: Evaluating performance through ROI—not just activity and outcomes—helps teams prioritize efficiency and helps growth become scalable and sustainable, not flashy
  3. Confidence in Action: A shared model reduces noise and misalignment and teams act with purpose, knowing decisions are grounded in common logic rather than guesswork or internal politics
  4. Predictability Over Time: With an underlying model, GTM strategies become more resilient and adaptive, plans hold together through disruption because they’re designed with feedback loops and real-world variability in mind
  5. Objective Prioritization: A shared economic framework helps teams focus on what truly drives impact, bringing transparency to prioritization, making it easier to align around high-leverage initiatives—and let go of the rest
  6. Resilience to Change: When conditions shift, well-modeled strategies evolve, economics-based planning gives organizations the flexibility to adapt with intention, adjusting course while maintaining strategic integrity

Practical application of these tools can lead to more predictable patterns for growth. Instead of reacting to shifting conditions or internal noise, teams align around a shared view of value. Pipeline quality improves because targeting is more precise. Sales and Marketing collaborate on segment priorities using a common dataset. Headcount decisions are tied to ramp velocity and ROI, not just gut feel. The marketing mix stabilizes around proven drivers of performance. And dashboards—from Finance to Field—tell a consistent, trusted story.

According to Bain, nearly half of GTM strategies are now “reactively updated”—a signal that many organizations are moving quickly to respond to shifting conditions. This is sorta good. It reflects the pressure teams face in an environment where customer acquisition costs have risen over 60% in B2B SaaS over the past five years. The opportunity now is to move from reactive to adaptive, building the modeling capabilities that allow GTM teams to adjust in real time, make smarter tradeoffs, and stay ahead of market dynamics.

Where to Start?

The answer isn’t more tools. It’s better thinking. A unifying logic that ties GTM investment to growth outcomes, not activity. One that supports both urgency and durability.

  • Build a Shared Model: Create a unified understanding of how growth happens—linking investments to outcomes across Marketing, Sales, Product, and Finance—it doesn’t need to be perfect, it needs to be shared
  • Focus on ROI, Not Activity: Shift the conversation from volume to value, whether it’s campaigns, headcount, or programs—measure what matters, and let data, not instinct, drive prioritization
  • Institutionalize Feedback Loops: Make learning part of the operating rhythm, model assumptions, test hypotheses, and adjust in real time—not just at QBRs or annual planning

At Marketbridge, we help companies build science (and economics) into GTM function at both a strategic and operating level. We use tools and principles grounded in science to help our clients drive growth and long-term value, as well as optimize operations and financial returns. Not with a reorg. Not with another planning cycle. But with grounded, practical models that help you decide where to invest, when to pivot, and how to grow without guessing.

If your GTM strategy could use that kind of clarity, we’d love to talk.


Additional references:

Declining Member Lifetime Value in Medicare Advantage market

Over the past several years, the growth seen by Medicare Advantage (MA) carriers and brokers has begun to stagnate. One of the forces driving this stagnation is the decline of Member Lifetime Value (MLV). MLV is a member’s inbound cash flow, minus outbound cash flow, over a member’s tenure with a single insurer; essentially, the expected net profit from a member for the time they are expected to remain with the carrier, discounted in future years by a carrier’s weighted average cost of capital (WACC). Over the past four years, three primary forces have concurrently exerted downward pressure on average Medicare Advantage MLVs:

  1. Declining member tenure
  2. Stagnant CMS payments
  3. Increasing claims costs

1. Declining member tenure

With a plateau in age-in Medicare Advantage penetration beginning in roughly 2022, an increasing number of new members are “switchers” from other carriers. Having already switched carriers at least once, these members may be more likely to switch again, regardless of actions taken by the carrier. With members remaining with a single carrier for a shorter period, the carrier has fewer years to extract value from that member.

2. Stagnant CMS payments

Over the past two years, carriers have seen lower reimbursements from CMS to pay for their members’ claims. In 2024, CMS payments under the Physician Fee Schedule adjusted for inflation began declining by 1.25%–in 2025, CMS payments will decline an additional 2.93%. However, with the policies in the CY 2026 Rate Announcement released by CMS last week projected to result in an increase of 5.06% in MA payments, this factor is expected to moderate for plan year 2026.

3. Increasing claims costs

Possibly the largest driver of declining MLVs, claims costs have been increasing for the past few years. During COVID, most members chose to delay screenings, tests, and non-emergency procedures (Journal of Clinical Oncology). From 2022 onward, the repercussions of these delays emerged, resulting in more serious—and costlier—diagnoses once members returned to the doctor (UC Davis Health). Members in the past few years have also been receiving the elective procedures that they delayed during the pandemic. It is likely that, over the next several years, these impacts of the pandemic will subside as members return to normal rates of screenings, tests, and non-emergency procedures.

Additionally, product decisions made during the 2020-2022 Plan Years to attract customers often resulted in coverage for expensive services not previously included, such as vision, hearing, and in-home support services. Finally, CMS temporarily expanded the definition of dually eligible members during the pandemic, but once these members began to be dropped in June 2023, carriers had fewer profitable DSNP members—and those that remained were less healthy and more expensive to service.

Toward higher Member Lifetime Value

Business leaders in the Medicare Advantage industry must adapt to the changes to Member Lifetime Value that have been observed over the past four years:

  • Better audience targeting can allow a carrier to isolate and target audiences by their estimated mean lifetime value and to only invest in acquisition marketing and sales up to the point where the marginal acquisition cost is estimated to be equal to the present value of future cash flows.
  • Adoption of vertical integration can result in tighter communication and better information from the carrier, leading to longer member tenure and higher lifetime values.
  • Digital and digitally assisted application technologies can improve speed, accuracy, and applicant satisfaction, reducing buyers’ remorse and the resulting switching behavior that decreases member tenure—with longer tenure, a higher MLV is possible.

For more information on how to succeed in the face of declining Member Lifetime Value, and other challenges in the MA industry, read our executive whitepaper: “The next decade of Medicare Advantage: 2025 and beyond.”

Download our whitepaper, “The next decade of Medicare Advantage: 2025 and beyond”​

Learn how the next decade will reward Medicare Advantage leaders who embrace agility, analytics, and a member-first approach.

Inside BioCatch’s ABX strategy that targets the world’s largest banks

Challenge: not enough data

BioCatch is a world-renowned leader in financial crime prevention powered by behavior biometric intelligence, which uses advanced analysis of a user’s physical and cognitive behavior to help banks protect consumers and their assets from fraud and cyberattacks. 

BioCatch’s marketing team faced a familiar challenge: a lack of actionable data. This made it difficult to effectively connect with their ideal audience using personalized, relevant messaging.

“We didn’t want to be on an ad platform where we were wasting even a penny showing ads to people who didn’t care or were not within our ICP,” said Jonathan Daly, CMO of BioCatch.

Past campaigns leaned on more traditional marketing tactics, often generating leads that didn’t align with their ideal customer profile (ICP). Without a way to clearly understand buying signals and real-time intent, resources were being drained without measurable ROI.

Solution: implementing 6sense

To address this, we helped BioCatch implement 6sense and build out an ABX strategy to use this data.

Our team designed a series of one-to-few and one-to-many campaigns, integrated a multi-touch framework, and established a robust reporting framework for tracking full-funnel performance.

We began by refining their ICPs and deploying 6sense’s Predictive Analytics to continuously optimize messaging based on customer behaviors and buying signals. This AI-driven capability provided visibility into where accounts were in their journey, enabling BioCatch to prioritize high-potential prospects.

6sense’s Intent Scoring added another layer of precision, giving the team the data they needed to focus efforts on the accounts most likely to convert based on prior engagement trends.

Outcome: a wildly successful pilot campaign

We rolled out a pilot initiative with a bold target: engage 553 global banks that had shown little to no previous interest, and move at least 60 into the active sales pipeline—all through an Account-Based Experience (ABX) strategy.

Using 6sense, we developed over 200 unique audience segments and ran personalized one-to-one, one-to-few, and one-to-many campaigns.

Over the course of six months, we launched highly tailored landing pages, ran full-funnel, multi-channel campaigns across 6sense Display Ads, LinkedIn, and Google, and synced our messaging to match where each account was in the buying cycle.

In total, we created over 450 creative assets and built over 10 landing pages. And after six months, the results were:  

  • 5x increase in accounts in active pipeline stage  
  • 6% of the full target account list moved into the pipeline stage since March  
  • 63% increase in accounts in active engagement stage  

This initiative marked a turning point for BioCatch’s marketing strategy—transforming their approach from broad and traditional to data-driven and precision-targeted. By leveraging the power of 6sense and a deeply segmented ABX framework, BioCatch was able to focus its efforts where it mattered most, align closely with buyer intent, and drive measurable pipeline impact at scale. The success of this pilot not only proved the value of intent data and predictive insights but also laid a strong foundation for future growth.

How the demographic cliff shapes Medicare Advantage success

Current Medicare demographic trends are rooted in the Baby Boom. Post-war prosperity and GIs returning home in the 1950s and 60s led to inflated numbers of Medicare-eligible seniors entering the market from 2010 to 2025. Healthcare payers have been able to ride that demographic wave and observe year-over-year growth during this period with over four million new seniors becoming Medicare-eligible each year.

However, moving forward, we will likely never see so many people turning sixty-five. The number of incoming Medicare-eligible seniors has peaked and will begin to decline in the coming years. This will translate directly to fewer net-new Medicare Advantage enrollments each year.

Impact of the demographic cliff on customer acquisition

Smaller incoming applicant pools mean carriers will have to fight much harder for a limited supply of prospective Medicare Advantage members. These carriers will be competing in a highly saturated market as higher numbers of carriers have further increased competition. Increased competition also means more difficult marketing.

Marketing challenges:

  • The amount of mail, television ads, and other marketing that individuals receive has increased threefold over the past decade, decreasing the effectiveness of marketing.
  • Media costs continue to rise above the rate of inflation. In other words, carriers are spending more on less efficient marketing.

The road ahead for Medicare Advantage 

The road ahead looks difficult for the Medicare Advantage market. Applicant pools are shrinking, competition has increased, marketing is more expensive yet less efficient, and decreasing member tenure combined with stagnant CMS payments and increasing claims costs is driving down member lifetime value (MLV).

Those who will win in the Medicare Advantage market throughout the next decade will need to turn to go-to-market, product attractiveness, and clinical maturity as the leading drivers of growth. For more information on how to succeed in the face of these challenges, read our executive whitepaper The next decade of Medicare Advantage: 2025 and beyond.

Download our whitepaper, “The next decade of Medicare Advantage: 2025 and beyond”​

Learn how the next decade will reward Medicare Advantage leaders who embrace agility, analytics, and a member-first approach.

Article sources: American Community Survey, NCHS birth data, CMS.gov data, Marketbridge

5 ways to adapt your strategy for Millennial & Gen Z B2B buyers

Almost three-quarters (71%!) of B2B buyers are Millennials or Gen Z (Forrester).

Seems like only yesterday that pundits were yakking about the rise of millennials and how it would affect business culture. Those Millennials are now well into their careers and rapidly entering middle age. (I’m sorry, Millennials, but it’s true. You can switch to wearing taller socks but time marches on regardless.)

People born in or near the 2000s are the new kids in town, and this Gen Z wave is changing the game for B2B marketers once again.

The buying group is even bigger than you think.

Forrester predicts, “As the Millennial and Generation Z buyer cohorts increasingly drive purchases, they will rely on external sources — including their value network — to help make their decisions.”

A few related stats to mull:

  • 6sense reports that nearly three-quarters (72%) of buying teams now hire consultants or analysts to help with purchasing decisions.
  • Among younger buyers who responded to Forrester’s Buyers’ Journey Survey, 2024, 30% indicated that 10 or more people outside their organization are involved in purchase decisions.
  • Not surprisingly, word-of-mouth recommendations still carry the highest weight, with 73% of buyers ranking it as their most trusted source (Wynter).

So, what does that mean for B2B marketers?

Just as we’ve gotten our heads around using account-targeted campaign and media strategy to reach multiple members of the buying group, we must expand our understanding of the audience. We need to reach more broadly to influencers outside of the target organization –– without becoming scattershot.

And where do you start?

1. Continue to invest in your social presence

Social media has become a top source of information across B2B buyers regardless of age (PR News). As more and more “social media natives” get into decision-making roles, its influence will only grow. My LinkedIn scroll is already replete with memes and personal stories, and yours probably is too. The divide between personal and professional social media is getting thin (LinkedIn). You may want to consider expanding your brand’s presence on social channels that have traditionally been thought of as more personal if you have the resources, savvy and determination to support them.

Even if you’re not actively publishing widely, you should be listening widely. Keep digital ears open across social platforms, online communities and industry forums. Conversations are happening in these channels and consideration sets are being formed –– whether you’re part of them or not.

2. Influence the influencers

“Influencers” are not just for aspirational lifestyle brands. They’re part of the value network for B2B buyers too. Identify who has credibility and clout, engage them, and look for opportunities to partner with them.

More and more of our clients are getting serious about their influencer strategy, and it’s about time. Chevron Lubricants has been effectively working with influencers for years, most recently with Bryan Furnace, a heavy equipment operator, content creator and the host of Equipment World’s weekly video show, The Dirt. He’s got the expertise, experience and street cred (worksite cred?) to discuss oil technology claims and benefits with authority. (Chevron’s work in this area recently won them a 2025 B2BMX Killer Content Award for “Best Influencer Marketing”. You can see their award-winning video series with Bryan here.)

3. Authenticity still matters

Consider how you might enable and encourage customers to share honest reviews about your services or solutions. It may feel risky, but it’s a strategy that pays off in increased visibility and credibility.

Reviews help you get found. Great reviews are social proof that speaks for itself. Not-so-great reviews give you the opportunity to authentically engage and repair. How you show up in moments of challenge has enormous influence on the perception of your brand. The “Service Recovery Paradox” has been observed for decades – that is, brands that respond to challenges transparently, quickly and with meaningful action may be perceived more favorably than if no problem had occurred in the first place (Wikipedia).

4. Be sharable

While the idea of a B2B campaign going viral may sound unlikely – at least before Workday’s delightful “Rock Star” spots – it’s a worthwhile ambition. Especially when you use “viral” to mean “gets shared among target audiences.” Sure, you could take a cheeky, entertaining (and costly!) approach like Workday did, but there are other ways to create experiences that are worthy of being shared amongst value networks and by influencers.

What is your brand expert on? What do you care deeply about? What causes or ideas do you want to be associated with? Answer the same questions about your target audiences. Draw your Venn diagram and start in the areas of overlap as a jumping off point for ideation. Maybe there’s content you can create, a learning opportunity you could sponsor, or a contest or event or handy-dandy calculator or tool.

5. Learn about – and from – your audience

Look around your organization. I bet there are at least a few Gen Zs, and I know it’s bursting with Millennials. Tap into your own team for insight. How they make significant purchase decisions in their personal lives may reflect how they’d want to approach business buying. Extensive online research, reaching out to friend and family networks for opinions – almost certainly ducking the salesperson until they have already decided to buy. Ask: how can you reduce friction from your processes and get ahead of theirs?

In B2B marketing, strengthening your brand and accelerating demand go hand-in-hand. (Yikes. Do I leave the corny rhyme? Yes, I do.) They should be thought of as deeply interconnected marketing motions serving the same ultimate goals – build interest, build trust, build results.

There you go. One new generation, three major shifts in the landscape, and five things B2B marketers should be thinking about now.

5 forces stalling Medicare Advantage growth in the next decade

Five forces are converging to stall growth of the Medicare Advantage industry over the next decade—halting momentum enjoyed since the 1990s. While inflation and immutable demographic trends are recurring characters in this story, trends in trust and product quality reveal that carrier actions also contribute to the five stagnation forces:

  • Increased member acquisition costs
  • Fewer age-ins
  • Declining member lifetime values
  • Declining innovation on both product and member services
  • A rapidly changing go-to-market landscape

1 – Increased Member Acquisition Costs: Marketing and Sales

Since Covid, inflation has left its mark across the marketing funnel. Competition for cost per click is ensuring the Paid Search dollar doesn’t go as far, especially during the Annual Enrollment period peak. Postage rates make key Direct Mail campaigns costlier at 120% the rate of core inflation. Meanwhile in upper funnel, cost-per-thousand (CPM) was increasing by 5% per year shortly before 2024, leading to costlier brand marketing.

On the sales front, expenses are climbing too. On-target earnings (OTEs) for captive field agents have risen 5-10% per year since Covid. Agent turnover rate has also increased, lowering sales productivity, as newer agents need more training and “at bats” to sell more.

The takeaway: Costs are not going down, but better audience targeting over the next decade can make acquisition budgets drive a greater impact.

2 – Fewer age-ins

All Baby Boomers will have turned 65 by 2030, spelling an end to the era of rapid growth in newly eligibles. Between 2022 and 2027, an estimated 4.2-4.3 million individuals turn 65 per year. By 2040, the annual age-in population will be only 70% of that, around 3.1 million.

Medicare Advantage penetration of the eligible population also seems to be approaching a plateau around 55%. The sum effect is that annual net new enrollments in Medicare Advantage will trend downward in the decade to come. (American Community Survey, NCHS birth data, CMS.gov data)

The takeaway: In order to sustain growth, the industry will have to nurture product attractiveness and clinical maturity. In other words, insurers will have to work harder to grow.

3 – Declining Member Lifetime Values

Member Lifetime Value (MLV) is a member’s inbound cash flow minus outbound cash flow over a member’s tenure with a single insurer. All three parts of the equation are driving down MLV: members are disenrolling more frequently in the face of declining benefits, stagnant CMS payments and mounting claims costs. These claim costs can trace to Medicaid eligibility changes affecting Dual-eligible Special Needs Plan (DSNP) members, added dental and vision benefits, and forgone preventive care during Covid.

The takeaway: CMS payments are not keeping pace with the costs of servicing the neediest members, and a more productive partnership with CMS will be key to remedying this shift.

4 – Declining Innovation on Product and Member Services

Product innovation – adding fitness programs or dental benefits to health plan benefits for example – characterized recent years of Medicare Advantage. Inflation, once again, acts as a headwind here by discouraging maintenance of characteristic benefits and by reducing the value of food cards. But abandoned benefits stem from other sources too—in-home nurses’ visits, for example, received negative publicity with accusations of abundant fraud. Consequently, they became deemphasized.

Member service innovation might temper member disillusionment, but it occurs in a narrow domain. Government regulations require many communications, driving members to largely ignore most insurer messages. Another potential communication channel, insurer mobile apps, suffer low adoption rates due to competition with separate provider apps and limited data portability and functionality.

The takeaway: Innovation can happen under constraints, but a return to quality can light the path forward through greater efficiency across acquisition, member retention, and care delivery.

5 – Rapidly Changing Go-to-Market Landscape

Unit economics and member preferences comprise serious threats to the traditional channels for reaching the Medicare population. Linear TV is less captivating for seniors, direct mail is being hit with inflation, and effective paid search now requires commitment to bidding wars.

Insurers are rethinking their distribution channels, too. Third-party call centers and aggregators rose to importance around 2010, as Medicare Advantage welcomed age-ins at unprecedented volumes. However, aggregators have shown to generate customer confusion while attracting low lifetime value members, and third-party call centers may have eroded trust by their less than honest call tactics.

The takeaway: Winning over the next decade will look a few different ways. We present more data and additional considerations in our whitepaper, which you can download below.

Download our whitepaper, “The next decade of Medicare Advantage: 2025 and beyond”​

Learn how the next decade will reward Medicare Advantage leaders who embrace agility, analytics, and a member-first approach.

How advertisers should respond to low consumer confidence & uncertainty

As a consulting firm based outside of D.C., we are acutely attuned to politics, even though we don’t do any political or governmental work. Big political and governmental moves ripple across the economy to impact businesses across sectors. I haven’t seen much advice or discussion of what advertisers should consider given the declining consumer financial outlook and the potentially rising consumer activism, so I put together this post to distill my thoughts on how advertisers should prepare.

Declining Consumer Financial Outlook

For the first time in nearly two years, U.S. consumer spending in January fell. That doesn’t yet fully account for the agency staff cuts in February, or the forewarned mass layoffs coming in March. However, those changes and upcoming tariffs likely contributed to the drop in consumer confidence seen in February. As I write this, Target and Best Buy are warning that prices will increase soon.

Advertiser Considerations

  • Stay the course with brand investment. Long-term brand building still pays off if we enter a recession. Defending and even increasing Share of Voice, especially as competitors pull back, pays dividends. Businesses that achieved over 8% Excess Share of Voice (ESOV) saw annualized market share growth of 4.5% during a recession.
  • Consider cuts in lower funnel if demand is soft or non-existent. As consumer confidence wanes, fewer consumers will be shopping. For demand-based channels (such as search and affiliate) advertisers should closely watch efficiency and set gates for when to reduce budget because of lower results.
  • Don’t throw out your marketing playbook or completely reinvent your mix. Work with marketing analytics and agencies to size the impact and reforecast what marketing can achieve. Develop tests and performance gates to re-evaluate metrics and KPIs.
  • Focus on impression and ad view quality. Rather than quantity of impressions, advertisers should prioritize quality ad views for prioritized segments. This may mean significantly limiting where your ads are placed and rigorous testing and analysis to ensure you prioritize high customer lifetime value audiences; however, learnings will continue to pay dividends long past the recession.

Rising Consumer Activism?

The “economic blackout” on Friday, February 28, received a lot of news coverage, though the results were mixed for retailers. On social media, more targeted retail boycotts are being shared. Other consumers are re-evaluating their shopping habits based on companies rolling back DEI initiatives.

Advertiser Considerations

  • Consumers may shop earlier to avoid boycotts. The retail shopping calendar may be out the window if consumer boycotts gain additional traction. Products sold through big box stores and Amazon in particular should evaluate how to drive conversions in the absence of historical sales holiday periods.
  • Consumers may want to shop directly. If you’re already set up to sell directly to consumers, ensure that experience is optimized. Plan and prepare to pivot budget and efforts between sell-through and sell-to channels.
  • Monitor competition on boycott and blackout dates. Competition for consumers who are shopping will heat up. Expect cost pers to increase and advertisers should look at whether these consumers are incremental and high value.

Preventing reactionary decisions to stay ahead

Though the governmental upheaval is unprecedented, seasoned advertisers have weathered low consumer confidence and poor financial outlooks before. To prevent reactionary decision making, advertisers should prepare and set expectations in advance, and develop stage gates or guardrails around performance. Monitoring competitor activity and continuing to test and learn what is working also is essential.

If you’re unsure how to get started, get in touch! Simply fill out the form (put “develop performance stage gates” in the anything else we should know box) or send me an email: srenner@marketbridge.com.

Download our resource, “Accelerating growth through test-and-learn marketing culture”​

For an in-depth look at full-funnel marketing strategy, marketing imperatives, and key testing levers, download our 20-page paper.

The rise of AI for marketing & sales

AI is no longer a distant future—it’s here, transforming the way Sales and Marketing teams operate. From hyper-personalized customer interactions to intelligent automation and predictive insights, AI is accelerating efficiency and driving smarter decision-making at an unprecedented pace.

But while its impact is undeniable, adoption is still in its early stages. The question is: will you take the lead or risk falling behind? In 2025, leaders must move beyond exploration and take decisive action.

What to do in 2025? Take action to explore and embrace AI’s potential to help Sales & Marketing be more efficient and effective.


Our new research and recently released whitepaper “The impact of AI on Go-to-Market strategies, programs, and investments”, outlines several key action items for Sales & Marketing leaders to embrace, as summarized by Forbes:

  1. Identify Areas of Emerging Growth. The increased demand for AI-enabled solutions creates opportunities for new revenue streams. It’s critical for GTM leaders to identify areas with the most potential for growth and invest accordingly.
  2. Recognize Changing Buyer Needs. As buyer behavior shifts, closely track changes in that behavior to guide strategies around customer targeting, promotion timing, support tactics and more.
  3. Reinvent New Routes to Market. Disruptive technology like AI will create new expectations from customers about how they want to engage with vendors. Organizations will need to rethink their strategies to meet those expectations and optimize their distribution channels.
  4. Reimagine the Jobs AI Won’t Do. With AI handling routine tasks, teams can refocus on higher-value activities that drive growth, encouraging a more strategic use of human resources. Successful companies will identify jobs with the highest potential and redesign AI-enabled workflows to support them.
  5. Take a Unique Approach to AI Solutions. It’s not enough to offer innovative AI solutions. To stand out in a crowded marketplace, companies must match their unique value propositions with AI, making it clear how they differ from competitors. That enables crisp positioning that makes the value clear to your audiences.
  6. Activate New High-Performing Sales Motions. Effective activation is the key to driving value from new AI strategies. Marketing and sales leaders will need to work together on creating demand generation campaigns, account-based marketing (ABM) programs and sales motions to build the pipeline.

As AI continues to reshape sales and marketing, now is the time for leaders to take proactive steps toward adoption. The opportunity to drive efficiency, enhance personalization, and unlock new revenue streams is too significant to ignore. Organizations that embrace AI’s potential will gain a competitive edge by identifying growth areas, adapting to evolving buyer behaviors, and reimagining go-to-market strategies.

As highlighted in our latest research, success will depend on integrating AI in ways that enhance—not replace—human expertise. The future of Sales and Marketing is AI-powered, and those who act now will be best positioned to lead the way.

Download our report, “The impact of AI on Go-to-Market strategies, programs, and investments”​

How GenAI is changing B2B buying dynamics (and why GEO is now key)

It’s well known that GenAI is transforming go-to-market strategies. “From content creation and product development to improving employee productivity, its use as a tool in sales and marketing to automate manual processes and personalize customer interactions is beginning to emerge.” (Forbes, 2024).

But AI isn’t just driving a seismic shift in how marketers and sellers get things done. It’s also fundamentally shifting how B2B buyers get answers to key buying questions, find and consider potential providers and conduct research on them faster.

Now, you might be thinking this adoption trend might just be for younger B2B decision makers (see trend #4). But you’d be wrong. Buyers’ shift to generative AI (GenAI) over standard web search engines is fast becoming universal across all B2B buyers. Get this: Since ChatGPT was first introduced just a few years ago, 89% of B2B buyers now use GenAI as one of the top sources of self-guided information in every phase of their buying process (source: Forrester, 2024 B2B Buyers Journey Survey).

The question is, do your marketing efforts reflect this shift? Do you know how tools like ChatGPT, Claude, Perplexity and Gemini represent your brand in relevant results generated? Are you taking steps to ensure your brand is being found and is showing up in the right way?

What to do in 2025? Don’t get caught off guard—time to integrate Generative Engine Optimization (GEO) into your SEO strategy.

This change in buyer behavior is moving fast, so put simply, it’s (past) time to start getting more proactive when it comes to managing your brand for AI-generated search results. To do so, consider these five tips:

  1. Generative Engine Optimization (GEO) focuses on clear, direct answers within comprehensive and context-rich content to address user queries. Format your on-page content accordingly.
  2. When stuck, just ask AI. Utilize LLMs to review and critique your on-page optimizations as well as test or simulate user query response.
  3. While Search AI results can be tough to track, Google AI Overviews (via tools like SEMRush) can provide insight into how well other LLMs are indexing your work.
  4. Ensure GEO and AI search strategies work in tandem with brand building campaigns, as GEO relies on strong, authoritative brands, backlinks, and user engagement, just as much as traditional SEO.
  5. Review your existing organic strategy. Ask your agency, is GEO part of it and how are you optimizing towards it?

The rise of generative AI is transforming how businesses connect with and influence their audiences. As buyer behavior evolves, so must our strategies, ensuring we adapt to new technologies and meet buyers where they are. Success in this new landscape requires proactive engagement, thoughtful innovation, and a commitment to staying ahead of the curve.

Want to learn more from William Crane? Follow him on LinkedIn!

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