Houston expert: Why you need to align your strategy with your buyer's journey

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Understanding your potential buyer's journey step by step helps the marketing and sales teams to be very intentional about strategy. Photo via Getty Images

Creating a successful go-to-market strategy involves several crucial steps that help define a company’s target market and potential buyers, as well as the differentiators, the competitors and the value that a product or service brings to the market.

CEOs of middle market companies know what a GTM strategy is although they may not often use the terminology. It is the sales and marketing strategy and how the company will acquire new customers, and thus grow revenue for the business.

Understanding the buyer's journey is crucial. In a nutshell, this refers to the different stages a potential customer goes through before finally making a purchase. First, there's the awareness stage, where the customer realizes their need, and starts researching possible solutions.

Next is the consideration stage, where customers weigh the pros and cons of various companies, comparing features, benefits, and pricing. Finally, in the decision stage, the customer decides on a specific solution based on the input they gathered along the way. By understanding and effectively utilizing this framework, marketing and sales teams can customize their strategy to promote trust, establish credibility, and meet revenue goals.

Understanding the journey step by step helps the marketing and sales teams to be very intentional about strategy.

Identifying an ideal customer profile (ICP)

A good way to approach this is by looking at the existing customer base for any common traits by conducting revenue analysis. Likely, there will be trends in the customer data that can be very informative on ways to target new customers. Look at data points such as duration as a customer, growth in revenue per customer, industry, region, etc. to define customer personas that may be ideal for the business.

Once the targets are determined, think about ways these potential buyers get their industry or professional information. Who do they follow? What do they care about?

Examining market trends and doing competitor research will lead to the creation of customer personas that may be outside of the current customer base.

Doing market research is critical to understanding the size of the market, so companies can determine their market share. Once a team really knows the target audience, it can create more effective content and digital marketing strategies that resonate with a company’s ideal customers and ultimately lead to higher conversion rates and revenue growth.

Catering to the buyer's journey

The potential buyer is going to need different things from marketing and sales at every stage of the journey. During the awareness stage, potential buyers are just starting to recognize that they have a problem, or a need. They aren’t ready to buy but they want information to better understand their situation. Show them content that addresses their pain points and provides a solution. Blog posts, e-books, whitepapers, and webinars are all ways to do this.

Once a buyer understands their problem better, they will actively search online for solutions. There is a lot of comparison going on now. Buyers in today’s market expect more transparency from B2B companies than in the past. To capitalize on this stage, a company needs to have detailed product information and case studies that demonstrate the value of a service or solution. Some companies will produce comparison guides to show their differentiators from the competition.

At the end of the journey, a buyer has narrowed down their options and is ready to make a purchase. They may need a little more information, or reassurance that their decision is the right one. Customer testimonials and reviews as well as interaction with the sales team will help to move a customer over the finish time.

Tailored messaging for different decision-makers

In complex B2B sales, there are usually multiple decision-makers involved, with stakeholders from various departments weighing in on the decision. Therefore, it is vital to have a different message tailored to each decision-maker, built into the overall messaging.

There is never going to be just one decision maker, especially if it’s a high dollar product or service. Finance is going to weigh in. The user is going to want a say. Communication to stakeholders across multiple departments in the company is key.

Prioritizing highly converting marketing tactics

An underappreciated element of any Go To Market strategy is prioritizing marketing and sales tactics. With limited resources and budget, identifying the most highly converting tactics is essential. And as with everything else, it also requires a deep understanding of the buyer.

For example, a company may prioritize trade shows as their most highly converting tactic because decision-makers and buyers in their niche market attend these events. Some companies may benefit more from paid advertising, while others may prioritize content creation or email campaigns. Tactics will be dependent on industry, target audience, and goals.

Companies should focus on tactics that are most likely to generate the highest ROI.

Both the marketing and sales teams need to understand the buyer's journey and focus on their needs and pain points at each step. This means adopting a customer-centric approach. By doing so, businesses can create a cohesive revenue team that works together to identify the most effective tactics and improve revenue growth.

At Craig Group, we have seen first hand that companies who implement a comprehensive go-to-market strategy, track their progress and adjust their approach as necessary, have a higher chance of meeting their revenue targets.

This approach is very effective if the necessary effort and resources are dedicated to the process. The strategic guidance and support of the right team can help develop and refine a GTM approach that is tailored to the company and aligned with its goals.

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Libby Covington is partner at Houston-based The Craig Group, a strategic digital marketing solutions consulting firm. Her specialty is in understanding how sales and marketing work together effectively.

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Houston startup debuts new drone for first responders

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Houston-based Paladin Drones has debuted Knighthawk 2.0, its new autonomous, first-responder drone.

The drone aims to strengthen emergency response and protect first responders, the company said in a news release.

“We’re excited to launch Knighthawk 2.0 to help build safer cities and give any city across the world less than a 70-second response time for any emergency,” said Divyaditya Shrivastava, CEO of Paladin.

The Knighthawk 2.0 is built on Paladin’s Drone as a First Responder (DFR) technology. It is equipped with an advanced thermal camera with long-range 5G/LTE connectivity that provides first responders with live, critical aerial awareness before crews reach the ground. The new drone is National Defense Authorization Act-compliant and integrates with Paladin's existing products, Watchtower and Paladin EXT.

Knighthawk 2.0 can log more than 40 minutes of flight time and is faster than its previous model, reaching a reported cruising speed of more than 70 kilometers per hour. It also features more advanced sensors, precision GPS and obstacle avoidance technology, which allows it to operate in a variety of terrains and emergency conditions.

Paladin also announced a partnership with Portuguese drone manufacturer Beyond Vision to integrate its Drone as a First Responder (DFR) technology with Beyond Vision’s NATO-compliant, fully autonomous unmanned aerial systems. Paladin has begun to deploy the Knighthawk 2.0 internationally, including in India and Portugal.

The company raised a $5.2 million seed round in 2024 and another round for an undisclosed amount earlier this year. In 2019, Houston’s Memorial Villages Police Department piloted Paladin’s technology.

According to the company, Paladin wants autonomous drones responding to every 911 call in the U.S. by 2027.

Rice research explores how shopping data could reshape credit scores

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More than a billion people worldwide can’t access credit cards or loans because they lack a traditional credit score. Without a formal borrowing history, banks often view them as unreliable and risky. To reach these borrowers, lenders have begun experimenting with alternative signals of financial reliability, such as consistent utility or mobile phone payments.

New research from Rice Business builds on that approach. Previous work by assistant professor of marketing Jung Youn Lee showed that everyday data like grocery store receipts can help expand access to credit and support upward mobility. Her latest study extends this insight, using broader consumer spending patterns to explore how alternative credit scores could be created for people with no credit history.

Forthcoming in the Journal of Marketing Research, the study finds that when lenders use data from daily purchases — at grocery, pharmacy, and home improvement stores — credit card approval rates rise. The findings give lenders a powerful new tool to connect the unbanked to credit, laying the foundation for long-term financial security and stronger local economies.

Turning Shopping Habits into Credit Data

To test the impact of retail transaction data on credit card approval rates, the researchers partnered with a Peruvian company that owns both retail businesses and a credit card issuer. In Peru, only 22% of people report borrowing money from a formal financial institution or using a mobile money account.

The team combined three sets of data: credit card applications from the company, loyalty card transactions, and individuals’ credit histories from Peru’s financial regulatory authority. The company’s point-of-sale data included the types of items purchased, how customers paid, and whether they bought sale items.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says.

The final sample included 46,039 credit card applicants who had received a single credit decision, had no delinquent loans, and made at least one purchase between January 2021 and May 2022. Of these, 62% had a credit history and 38% did not.

Using this data, the researchers built an algorithm that generated credit scores based on retail purchases and predicted repayment behavior in the six months following the application. They then simulated credit card approval decisions.

Retail Scores Boost Approvals, Reduce Defaults

The researchers found that using retail purchase data to build credit scores for people without traditional credit histories significantly increased their chances of approval. Certain shopping behaviors — such as seeking out sale items — were linked to greater reliability as borrowers.

For lenders using a fixed credit score threshold, approval rates rose from 15.5% to 47.8%. Lenders basing decisions on a target loan default rate also saw approvals rise, from 15.6% to 31.3%.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says. “This approach benefits unbanked applicants regardless of a lender’s specific goals — though the size of the benefit may vary.”

Applicants without credit histories who were approved using the retail-based credit score were also more likely to repay their loans, indicating genuine creditworthiness. Among first-time borrowers, the default rate dropped from 4.74% to 3.31% when lenders incorporated retail data into their decisions and kept approval rates constant.

For applicants with existing credit histories, the opposite was true: approval rates fell slightly, from 87.5% to 84.5%, as the new model more effectively screened out high-risk applicants.

Expanding Access, Managing Risk

The study offers clear takeaways for banks and credit card companies. Lenders who want to approve more applications without taking on too much risk can use parts of the researchers’ model to design their own credit scoring tools based on customers’ shopping habits.

Still, Lee says, the process must be transparent. Consumers should know how their spending data might be used and decide for themselves whether the potential benefits outweigh privacy concerns. That means lenders must clearly communicate how data is collected, stored, and protected—and ensure customers can opt in with informed consent.

Banks should also keep a close eye on first-time borrowers to make sure they’re using credit responsibly. “Proactive customer management is crucial,” Lee says. That might mean starting people off with lower credit limits and raising them gradually as they demonstrate good repayment behavior.

This approach can also discourage people from trying to “game the system” by changing their spending patterns temporarily to boost their retail-based credit score. Lenders can design their models to detect that kind of behavior, too.

The Future of Credit

One risk of using retail data is that lenders might unintentionally reject applicants who would have qualified under traditional criteria — say, because of one unusual purchase. Lee says banks can fine-tune their models to minimize those errors.

She also notes that the same approach could eventually be used for other types of loans, such as mortgages or auto loans. Combined with her earlier research showing that grocery purchase data can predict defaults, the findings strengthen the case that shopping behavior can reliably signal creditworthiness.

“If you tend to buy sale items, you’re more likely to be a good borrower. Or if you often buy healthy food, you’re probably more creditworthy,” Lee explains. “This idea can be applied broadly, but models should still be customized for different situations.”

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This article originally appeared on Rice Business Wisdom. Written by Deborah Lynn Blumberg

Anderson, Lee, and Yang (2025). “Who Benefits from Alternative Data for Credit Scoring? Evidence from Peru,” Journal of Marketing Research.

XSpace adds 3 Houston partners to fuel national expansion

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Texas-based XSpace Group has brought onboard three partners from the Houston area to ramp up the company’s national expansion.

The new partners of XSpace, which sells high-end multi-use commercial condos, are KDW, Pyek Financial and Welcome Wilson Jr. Houston-based KDW is a design-build real estate developer, Katy-based Pyek offers fractional CFO services and Wilson is president and CEO of Welcome Group, a Houston real estate development firm.

“KDW has been shaping the commercial [real estate] landscape in Texas for years, and Pyek Financial brings deep expertise in scaling businesses and creating long‑term value,” says Byron Smith, founder of XSpace. “Their commitment to XSpace is a powerful endorsement of our model and momentum. With their resources, we’re accelerating our growth and building the foundation for nationwide expansion.”

The expansion effort will target high-growth markets, potentially including Nashville, Tennessee; Orlando, Florida; and Charlotte and Raleigh, North Carolina.

XSpace launched in Austin with a $20 million, 90,000-square-foot project featuring 106 condos. The company later added locations on Old Katy Road in Houston and at The Woodlands Town Center. A third Houston-area location is coming to the Design District.

XSpace condos range in size from 300 to 3,000 square feet. They can accommodate a variety of uses, such as a luxury-car storage space, a satellite office, or a podcasting studio.

“XSpace has tapped into a fundamental shift in how entrepreneurs and professionals want to use space,” Wilson says. “Houston is one of the best places in the country to innovate and build, and XSpace’s model is perfectly aligned with the needs of this fast‑growing, opportunity‑driven market.”

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