In the startup world, marketing is not just lead generation. This Houston expert explains. Photo via Getty Images

Until recently, the concept of marketing within the startup sphere was often equated solely with lead-generation. It's not entirely inaccurate to say that "marketing is lead-generation," as revenue generation is undeniably the end goal of marketing efforts.

However, what tends to be overlooked by founders is the intricate path to achieving revenue generation and how marketing can pave the way. I firmly believe that a similar paradigm exists in the realm of B2C marketing.

Distinguishing "Marketing" from "marketing"

I'd like to start by establishing a distinction between Marketing and marketing. This distinction might not be perfect, but it encapsulates how I conceptualize these concepts. When I refer to Marketing with a capital "M," I'm alluding to the overarching strategies that companies employ to drive revenue through marketing and advertising activities. This is the domain of the chief marketing Officer. The role of a CMO entails overseeing marketing and advertising efforts to ensure their alignment and efficiency in achieving the company's broader strategic goals.

Given this concept, where should a startup begin when figuring out their marketing strategy?

The role of brand

There is a common tendency amongst startups to create a product, establish a name, and swiftly attempt to enter the market. While the initial step for a startup involves achieving product-market fit, I advocate that once this milestone is reached, startups should pause to invest time in crafting their brand identity. Branding serves as the facet of a company that sets it apart and defines itself. This encompasses articulating a vision, mission, and values. Founders have the opportunity to shape their company's voice, articulate how they add value to customers, and delineate the organizational culture they aspire to foster. This phase is pivotal because it establishes the foundational elements that necessitate internal alignment for efficient scalability.

Once the brand is established, it can be handed over to a skilled marketer to start driving revenue growth. However the path to revenue growth goes straight through brand awareness.

Distinguishing marketing from advertising

This distinction can be perplexing, as the activities described here largely fall under the Marketing umbrella. However, I find it beneficial to differentiate between marketing and advertising within the broader context of Marketing strategy. Marketing revolves around cultivating brand awareness. Marketing is about building brand awareness. In marketing campaigns the wording can be about the company and its team. While I don’t recommend the old visuals of people in a boardroom having meetings, it’s ok to talk about the people and goals of the company in marketing campaigns. What does your brand represent? What is your product? What do you do? Who are your people? What are your values? It’s ok to share all of these things, and depending on the channel a company is marketing on, their marketing person will be well equipped to display this.

Advertising has a different tone and purpose. When advertising a company is talking to their customer, and offering the customer a solution to their pain and problem. This is a company’s what. I assume that a company that has made it this far offers a solution that is a cure, and not a nice-to-have.

Most advertising campaigns follow a simple formula, “are you suffering from X?” with a clear answer of “our company can solve that with Y”. If the answer to the pain question is yes, there is a good probability that the person will click on the ad they are seeing. That probability improves when the advertising campaign is layered on top of a well executed brand awareness campaign.

The significance of brand awareness

Although I'm not a psychologist, I do recognize the potency of the subconscious mind. This isn't about psychological manipulation, but rather an acknowledgment that the subconscious retains more than the conscious mind is capable of. Unlocking this potential might be challenging for individuals, but for marketers, the process is comparatively more accessible. Present information to an individual, and as long as they see it, their subconscious mind will register and retain it. This underscores the importance of brand awareness in revenue generation. By exposing a target audience to the company’s messaging through brand awareness campaigns, enhances the likelihood of engagement.

This fundamentally reshapes how companies connect with their ICP.

The nuance of timing

When an individual encounters advertising, a part of their brain will recognize the brand and might even associate it positively. This underscores the criticality of brand awareness, as it allows companies to focus on their target audience and continuously engage them until they are ready to make a purchase. Determining the precise moment when a customer is ready to buy is nearly impossible. However, this moment invariably arises, usually propelled by a pain point. When that decisive moment arrives, the goal is for the company’s brand to be the first that comes to their mind or that they see. This necessitates an ongoing investment in brand awareness campaigns.

So what does this mean in the context of startups?

A capital-efficient marketing approach

A key component of any Marketing strategy is capital efficiency. Founders must familiarize themselves with crucial metrics, such as:

  1. Customer Acquisition Cost (CAC): What is the expense of acquiring each customer?
  2. Customer Lifetime Value (CLTV or LTV): What is the anticipated revenue generated from engaging this customer?

While it's acceptable to commence with assumptions, any shifts in these assumptions warrant corresponding adjustments in a Marketing budget.

In the initial stages of a company’s lifecycle, a significant portion of sales might stem from direct, personalized selling efforts. This entails founders engaging in activities like providing software demos for enterprise sales or conducting face-to-face interactions within the target market. However, as revenue grows, capital is raised, and founders transition from selling to leading, this selling strategy should be phased out. This also marks the moment for founders to begin contemplating their Marketing budgets.

A starting point for figuring out your Marketing budget can be based on a CAC to LTV ratio of 1:3, where CAC is a third of your LTV. Once you have determined your CAC to LTV ratio, you need to determine what your revenue goal is, and then set your marketing budget based on that. Finally, you need to divide your Marketing budget between marketing and advertising activities. Depending on the stage the company is at, the division should be around 60% for marketing and 40% for advertising to start. This is to enable brand awareness to work its magic to build an audience for retargeting.

If you’re unsure about how to proceed, we can talk.

In the upcoming months, I intend to delve deeper into several topics:

  1. Founder-Led Storytelling
  2. The Imperative of Building Brand Awareness
  3. Delineating the Distinctions Between Marketing and Advertising and How They Synergize
  4. The Necessity of Outbound Email Marketing
  5. The Power of Marketing Email Automation in Nurturing Your Endeavors
  6. Embarking by Selling Your "What"

I hope these insights contribute value to the founder journey.

Should you have any questions I can help with, please don't hesitate to connect with me on LinkedIn.

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Yosef Levenstein is the chief marketing officer and venture partner at Golden Section Ventures.

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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.”