By identifying and targeting these smaller segments, businesses can achieve higher returns and strengthen their competitive edge. By following these steps, businesses can create dynamic and effective segmentation strategies that deliver meaningful results. Personalized outreach improves engagement and boosts outcomes. Personalized messaging addresses specific needs and challenges, making your efforts more relatable. Once the data is collected, organize it into actionable customer profiles.

This approach allows you to tailor your marketing strategies based b2b segmentation strategy on observed behaviors, leading to more effective targeting and engagement. Understanding these differences helps you tailor your outreach strategies. We'll explore four powerful ways to segment your B2B market that'll help you tailor your approach and boost your business performance. But with so many variables at play, where do you even start?

Segmentation models help you group customers in meaningful ways so you can understand their needs, behaviors, and potential. In B2B, segmentation focuses on business-level factors because purchasing decisions involve entire organizations rather than individuals. In B2C, companies often use demographic, psychographic, geographic, and behavioral segmentation to understand individual buyers. Although both aim to group customers effectively, segmentation in B2B differs significantly from B2C. Segmentation is essential in B2B because buyers expect personalized communication, sales cycles are complex, and one message cannot fit every customer group. These may include company size, industry, purchasing behavior, product usage, revenue potential, or specific needs.

Start segmenting your B2B market like a pro

When you know who you’re speaking to and what matters to them, your campaigns become more precise. When messaging, offers, and experiences align with a customer’s specific needs, it creates a smoother journey and a stronger emotional connection. Now that you understand what market segmentation is, let’s talk about why it plays such a critical role in modern marketing strategies. And when you’re managing multiple segments at once, marketing automation software can help you deliver that personalization at scale, without turning every campaign into a manual, one-off effort. This allows businesses to tailor products, services, and marketing strategies to each segment for higher relevance and profitability. All those actions are aimed at better understanding our users for improved communications and marketing strategies.

Best Practices in Segmentation

“Access to someone’s inbox is sacred, and for a person to welcome you in, there’s already a certain level of trust that you just can’t achieve with other platforms,” he says. Email isn’t as shiny as newer channels, like messaging and social. These campaigns can include a single email announcing new content, an ongoing newsletter delivered regularly, or contacting customers about product updates. At the start of my marketing career, I managed two small email lists and quickly discovered why email marketing delivers an average ROI of $36-40 for every dollar spent. Use this template to strategically organize your email marketing. Learn email marketing best practices from creating a strategy to building a list to tracking results.

This research will help you see what your customers need, where you stand compared to the competition, and how well you’re doing. Make sure your segments are measurable, large enough to matter, accessible, different enough to target separately, and actionable. This gives you a solid starting point. The trick is to align your approach with where your prospects are.

• Customer sophistication looks at the target company’s awareness of the problem your product or service solves.
• B2B segmentation requires a deep dive into market analysis, strategic thinking, and the ability to craft marketing efforts that resonate with each unique segment.
• This approach is particularly useful for tech companies or those offering digital solutions.
• These might include new markets to enter or existing markets to target more aggressively.
• The final step to segmenting your B2B market is to take those target accounts from your TAL and divide them into audiences — groups of prospects or existing customers that fit well with particular marketing initiatives.

Before attempting to market and sell a product or service, companies first need to determine its characteristics and features, who they can sell it to, and how much it is worth. As buyers continue to expect and respond better to highly personalized marketing and sales campaigns, the analysis and implementation of psychographic data is crucial. The influence of location is important to consider when building strategies and campaigns to reach prospects effectively as it may contribute to external factors that affect a buying group’s decision-making. Marketers can use this information to avoid wasting time and resources by targeting low-income prospects that are unlikely to become buyers or prospects who are unlikely to influence a buying decision.

Firmographic segmentation is a cornerstone of B2B marketing, involving the categorization of customers based on company-level attributes. It is ideal for onboarding new users by guiding them toward "aha!" moments, re-engaging inactive accounts with targeted content, and identifying power users to invite into beta programs or upsell to higher-tier plans. By analyzing behavior, you can understand which features are critical for retention, identify users at risk of churning, and pinpoint accounts primed for an upgrade. Behavioral segmentation is one of the most powerful customer segmentation strategies for B2B SaaS companies. Failing to recognize these differences leads to irrelevant messaging, missed expansion opportunities, and preventable churn.

This allows you to be more specific in your messaging to impact their daily workflows. When you begin your segmentation, you may start with one type of segmentation and find that it isn’t working out. Once you understand your customers, you can develop messaging that speaks to their pain points, motivations, and requirements. Identify which types of prospects are the best fit for your brand, have higher percentages of opportunities, and are more lucrative to your business.

It takes time, hard work, and dedication to confirm you’re reaching your ideal audience — whenever and wherever they want to be reached. Ultimately, creating a complete marketing strategy isn’t something that can happen overnight. Regular updates ensure that messaging remains relevant to the audience and that the business stays proactive. This frequency allows for major strategic pivots annually while maintaining tactical agility throughout the year.

For sales, behaviors such as product trial activity or demo requests are used to prioritize outreach and customize talk tracks. This includes their actions, preferences, and signals of interest. Campaign creatives and messaging are then calibrated to resonate with that segment’s context.

Getting started with market segmentation and finding the methodologies that work for your business can often be a challenge. Together with timing and frequency, it is an important data set that can assist with optimizing the outreach of campaigns and better understanding external factors that influence buyer decisions. Like behavioral segmentation, psychographics can help identify those channels through which prospective clients are most likely to be receptive to messaging.

For example, if the price increases, the customer might hesitate, and the willingness to buy decreases. Additionally, a decrease in income reduces the amount consumers can afford to buy (assuming price, and anything else that affects demand, is unchanged). When oil prices are high, fewer people are willing to pay the hefty price tag but some consumers, like airliners, depend so heavily on using oil for fuel, they are willing to pay a lot. Conversely, a fall in price will increase the quantity demanded. The total number of units purchased at that price is called the quantity demanded.

The result is that demand for all major fuels and energy technologies increased in 2024, with renewables covering the largest share of the growth, followed by natural gas. As a result, 80% of the increase in global electricity generation in 2024 was provided by renewable sources and nuclear, which together contributed 40% of total generation for the first time. The expanding supply of low-emissions sources covered most of the increase in global electricity demand in 2024.

Coherent’s revenues grew at an average three-year rate of 11.5% (vs. 5.8% for the S&P 500). While hardware players reap immediate infrastructure rewards, are software names experiencing a similar lift from the AI boom? Yes, Nvidia holds an equity stake and investment partnership validating its optics tech.

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The cost of generating electricity is the largest component of the price of electricity. Electricity prices generally reflect the cost to build, finance, maintain, and operate power plants and the electricity grid (the complex system of power transmission and distribution lines). Lee first cut his investing teeth on The Motley Fool bulletin boards (commonly referred to as the “Fool Boards,”) and he’s infinitely grateful to all of the investors he learned from in this powerful investing community.

• In that difference lies a coming sea change in how the US, Europe, and the world at large will consume power — and how much that will cost.
• Three tenths of one percent marks the effective range of pricing power the firm has because any attempt to raise prices by a higher percentage will effectively reduce quantity demanded to zero.
• AI helps with tasks, enabling people to fulfill their purpose and become more productive, making workers more valuable.
• EIA is explicit that increased output, especially from the Appalachian Basin, will require massive infrastructure build-out.

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More recently, the outlook for existing and future nuclear reactors has changed due to significant financial support from the federal government. Coal’s share of total U.S. energy consumption declined from about 37% in 1950 to 9% in 2023, largely because the U.S. electric power sector increased its use of other energy sources in place of coal. These increases have primarily been driven by large increases in solar and wind energy production. More efficient natural gas and oil well drilling and production techniques have resulted in increased natural gas production from shale and tight geologic formations. Natural gas consumption has increased both in amount and share of U.S. energy consumption.

Total annual U.S. crude oil production increased post-pandemic as U.S. oil producers what is demand generation responded to increased U.S. and world petroleum demand and oil prices. U.S. petroleum consumption decreased in 2020 during the COVID-19 pandemic and increased in subsequent years as the economy returned to pre-pandemic activity. DOE is leveraging its resources to meet increasing electricity demand while improving critical infrastructure and advancing American economic competitiveness. The rate of growth is causing issues as expectations by developers seeking power for data centers run into limitations by the utilities that provide that power, Bloom Energy found.

Tools and campaigns that can help you meet your goals

While AI’s ultimate impact on society and the corporate bottom line will take time to determine, companies are pouring in capital to build a new global system of data centers for the modern economy. Construction of U.S. electricity infrastructure began in the early 1900s, driven by new technologies, central-station generating plants, and growing electricity demand, especially after World War II. These connections allowed utilities to share the economic benefits of building large and often jointly owned power plants to serve their combined electricity demand at the lowest possible cost. As electricity consumption increases, natural gas remains the backbone of reliable, affordable power.

Economists use the term demand to refer to the amount of some good or service consumers are willing and able to purchase at each price. A demand curve is almost always downward-sloping, reflecting the willingness of consumers to purchase more of the commodity at lower price levels. In equilibrium the quantity of a good supplied by producers equals the quantity demanded by consumers. Every increase of needs tends to increase one's dependence on outside forces over which one cannot have control, and therefore increases existential fear. In perfectly competitive markets the demand curve, the average revenue curve, and the marginal revenue curve all coincide and are horizontal at the market-given price. Diabetics need insulin to survive so a change in price would not effect the quantity demanded.

ERCOT’s electricity demand is forecast to grow faster than that of any other grid operator in the United States through at least 2026. During the summer months of June through September compared with an average of 12 GW of solar generation at noon in the summer months of 2023. Although it is still the largest source of electricity for ERCOT, natural gas-fired generation averaged 43% in the first nine months of 2025, compared with 47% in the first nine months of 2023 and 2024. Together, wind and solar generation met 36% of ERCOT’s electricity demand in the first nine months of 2025. Over those same months, ERCOT had the fastest electricity demand growth among U.S. electricity grids between 2024 and 2025. In the first nine months of 2025, electricity demand in ERCOT, which manages about 90% of the state's load, reached a record high compared with the same period in previous years.

More pipelines and other critical energy infrastructure will be needed to move natural gas from the East Coast to the U.S. As EID has previously examined, many data centers are seeking around-the-clock, dispatchable power, pointing to natural gas to meet that demand. EIA projects that gas-powered generation will increase from 35.2 billion cubic feet per day (Bcf/d) in 2025 to between 38.1 Bcf/d and 50.4 Bcf/d by 2050 in most cases. After more than a decade of flat electricity demand, U.S. power consumption is rising again—and natural gas is growing right alongside it.

The answer lies in a breakthrough so powerful it’s redefining how humanity works, learns, and creates. It’s a leap so massive, it could reshape how businesses, governments, and consumers operate worldwide. CEO Chris Womack said the company continues investing in infrastructure to support regional growth while focusing on reliability and stable rates for customers. Raymond James also pointed to improving financing clarity and potential upside as investment activity ramps. We then limited our final selection to companies that have recently reported noteworthy developments likely to impact investor sentiment.

Our weekly newsletter delivers the latest insights on economic forces shaping markets—from Goldman Sachs leaders, economists, and investors around the world. The information contained in this article does not constitute a recommendation from any Goldman Sachs entity to the recipient, and Goldman Sachs is not providing any financial, economic, legal, investment, accounting, or tax advice through this article or to its recipient. Global power demand from data centers, meanwhile, is forecast by Goldman Sachs Research to rise 165% by 2030 (from 2023 levels). Even as new facilities come online, occupancy rates remain near record highs for third-party leased data-centers across most US markets.

In a series of three reports, Goldman Sachs Research analysts lay out the US, European, and global implications of this spike in electricity demand. Along the way, the carbon dioxide emissions of data centers may more than double between 2022 and 2030. At present, data centers worldwide consume 1-2% of overall power, but this percentage will likely rise to 3-4% by the end of the decade. For years, data centers displayed a remarkably stable appetite for power, even as their workloads mounted. On average, a ChatGPT query needs nearly 10 times as much electricity to process as a Google search.

Turning Customer Batteries Into Grid Capacity: How Behind-the-Meter Storage Is Reshaping the Future of Flexible Power

“These companies are building the application layer above,” Huang said, “and they’re going to need infrastructure — and investment — to build this future.” The curve shows how the price of a commodity or service changes as the quantity demanded increases. For instance, the demand for cars in India has increased partly because people are able to get loans from the banks to purchase cars. While 56% of CEOs report no revenue increase or cost reduction from AI investments, a minority of organizations are achieving both through embedded workflows. The supply of natural gas-fired generation also increased steadily to cover rising electricity demand.

Monthly reviews reveal bigger trends and give you data for stakeholder reports. Social media analytics tools are software applications that track, measure, and analyze performance data from your social media profiles and campaigns. For most teams, that means finding the right balance of features, usability, and price. Enterprise teams might need Sprout Social's advanced features despite the $199/user/month price tag.

They can also reveal opportunities to evolve your strategy and reach new audiences entirely. These are crucial because they help you assess who your content is reaching and engaging—and whether this is the right audience. Start by focusing on the KPIs that you have identified to be most relevant to your business goals. While it gives you invaluable insights on the effectiveness of your marketing strategy, it can also feel confusing to know how to organize and analyze it. The total interactions (likes, comments, shares and reactions) during a Facebook Live. On top of this, Live has high visibility in the algorithm, meaning you can use this feature to increase reach and boost engagement.

According to Sprout Social's 2024 Index, 73% of marketers say social media analytics directly influence their overall strategy – yet most teams still stitch together reporting manually across disconnected platforms. The best social media analytics tools do two things well – they save you time on the reporting and scheduling work you're doing manually right now, and they help you actually understand what your numbers mean. Sked’s social media analytics make it easy to track and measure the performance of your social content.

While many tools track mentions, Circleboom stands out because it monitors humans, not noise. AI summaries transform overwhelming data into readable, actionable insights, and its influencer discovery engine maps key voices in your sector. It’s excellent for competitive benchmarking and trend tracking but limited in scope compared to larger suites. Awario tracks mentions across major social platforms, blogs, and forums — but its unique feature is the Leads Feed. Its listening tool tracks mentions across social networks and even the web, while Sentiment Analysis gauges public perception. It’s also one of the few tools that integrates business review monitoring from Google, Facebook, and TripAdvisor — ideal for reputation management.

Hence, it allows you to track everything from Facebook metrics to Twitter link clicks and Instagram follower growth from a single interface. The platform takes the guesswork out of social media analytics, focusing on making data actionable and easy to understand. The goal of such thorough analysis is to identify social media trends and segment relevant data for your business.

Hootsuite Insights

Choose from more than social media analytics 200 social media analytics modules. Additionally, customizable reports and dashboards make it easy to track key metrics. Rival IQ also has features that let you create custom reports, discover industry trends, and identify content opportunities. The tool features advanced sentiment analysis, hashtag tracking, and audience segmentation.

Maximize the business impact of your content with these features

Many tools also offer UTM tracking to connect social traffic directly to website conversions. Exportable reports make it easy to share results with clients or leadership. Built-in analytics show which posts perform best and when your audience is most active. Give a freelancer editor access to draft posts while keeping admin access for yourself. Interactive features like Stories stickers still require manual posting due to API restrictions. Bulk scheduling lets you upload and schedule dozens of posts at once using a CSV file or batch upload.

• The biggest reason we chose Whatagraph was because of its holistic approach to reporting.
• You can use it to get the most crucial mentions with regards to sentiment, engagement, and reach.
• In 2020, it was estimated that approximately 48 million accounts (15% of all accounts) were run by Internet bots rather than humans.
• The difference between Facebook Reels and Facebook videos is that Reels have a dedicated feed and are therefore shown to a wider audience, including non-followers.
• GA4 provides in-depth data on which posts drive your audience to click, convert, or take other valuable actions.
• If Instagram brings in more sign-ups, you can build stronger CTAs into your posts.

The tool saves all your posts so you can repurpose them whenever you run out of ideas. Not only that, but the Best Time Scheduler optimizes your send times to reach your audience when they’re most active. For example, you can find templates for “camera roll dump” or “#WithMe” social media posts.

From engagement metrics to paid social metrics to customer support metrics, this resource guide has it all. Discover the essential metrics for social media, like Engagement Rate, Conversion Rate, and Brand Awareness, to supercharge your online presence. With a background in editorial writing and content marketing, she uses her communications and research skills to produce helpful content that inspires and informs readers. Sam Lauron is a freelance writer who works with B2B and SaaS companies in marketing, ecommerce, business, and related tech.

What are Social Media Metrics?

Google Analytics 4 (GA4) is a free analytics platform from Google that tracks how people interact with your website and apps. How to use Google Analytics 4 for social media insights in 5 steps You will also explore how to construct semantic networks tailored for social media applications, enhancing your ability to uncover hidden thematic structures and insights within textual data.

You can audit by hand, but using tools can speed up the process by collecting data automatically and providing better insights. The company will move resources away from Twitter and focus on growing its YouTube library and offering more support on LinkedIn. The brand plans to share more customer photos, make more tutorial content, and post new Stories every day to boost their social media presence. Based on these findings, the company will focus more on LinkedIn content and review its Facebook ad targeting to get better results. This growing startup uses social media to build brand awareness and connect with small business owners. Just follow along and add your information to find the insights you need for your marketing strategy.