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.

The music industry has adapted to the digital age — so should financial securities. Getty Images

The financial industry needs to digitize not tokenize, says this Houston expert

Guest column

One of my favorite movies growing up was Empire Records. It was the mid-1990s, and the closest we got to Instagram feeds was who had the best mixtapes. If you're not familiar with Empire Records (or what a mixtape is), I recommend watching the movie, but you don't have to worry too much about mixtapes any more.

Since Empire Records was released in 1995, the way we purchase and consume music has fundamentally changed. The physical music store was displaced by iTunes, and then the music industry evolved even further into a streaming economy. It took 24 years, but music evolved and it now operates in a fundamentally different way. Digitization of music was initially viewed as an existential threat to the industry, but in the end, music was digitized globally and the music industry very much survived.

The music industry has evolved and adapted to the digital age. The same happened across countless other industries, including financial services. Today we can invest in publicly traded stocks through a mobile app for free. However, a critical segment of capital markets has not evolved yet. The private securities space.

Transactions in private securities are still done on paper (no, DocuSign does not count as securities digitization.) Administrative costs are kept high due to the amount of paper that is processed and pushed through this system. As long as the foundation of private securities is paper, there is no amount of administrative technology out there to create an efficient market.

Public markets took the plunge into digital long before music did, and digitization of public markets enabled exponential growth globally. Trading volume, access to capital, and liquidity have all increased, and a large part of that can be attributed to the efficient and transparent nature of most public exchanges.

Efficient markets rely on price transparency and information equality. Currently, the private securities markets do not offer either of these characteristics. This is nothing new to people in the alternatives space, but how to reach these lofty goals, to create liquidity and reduce costs, is what I am excited about.

The reduction of cost does not relate only to commissions. There are administrative costs associated with private securities. Information distribution is slow and unilateral, forcing investors to depend on antiquated systems in order to track their investments. Nearly all of these costs are absorbed by the investor, and most efforts to date have not helped address the core issue, analog private security transactions.

Digitization of private securities is fundamentally different than tokenization. Tokenized securities are considered bearer securities. A digitized security, on the other hand, maintains its original status as a registered security, as long as its digitization is implemented in a manner that fits current regulatory requirements. Until recently, that had not been possible in a scalable way. Blockchain changed all of that.

Initial attempts at utilizing blockchain for private markets applied tokenization. Essentially, this configuration took securities that had clearly defined ownership records, anonymized them and put them on a public blockchain such as Ethereum. While there are some benefits to this approach, it also opened doors to significant fraud and securities regulation violations. Tokenization may provide liquidity, but the long-term risk far outweighs the value of liquidity for any prudent investor.

Blockchain does provide a framework that supports compliant digitization of private investments, it's simply not tokenization. The solution lies in using private permissioned blockchains that allow an appropriate degree of technical security while also ensuring transparency and accountability.

Blockchain enables us to maintain a statement of record that is both compliant, and scalable. Across the financial services industry, and across most other industries, blockchain is being deployed to help solve problems that were previously unmanageable. The blockchain is even helping farmers track their crops through IBM's blockchain. iownit has integrated blockchain at the core of our technology, proving that compliant digitization of private securities is possible and scalable.

The United States has a free market economy, so in the end, winners are determined by the market. It is our belief that the digitization of private securities is the responsible way to help this industry evolve. If you're still skeptical, just look at how the public securities markets have evolved since the '70s when electronic stock trading was enabled and the first digital public security trade was placed. Now try and imagine how private security markets will look in four years.

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Yosef Levenstein is the head of marketing at iownit, a Houston-based financial technology firm that is democratizing how investors and private companies transact.

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Your data center is either closer than you think or much farther away

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A new study shows why some facilities cluster in cities for speed and access, while others move to rural regions in search of scale and lower costs. Based on research by Tommy Pan Fang (Rice Business) and Shane Greenstein (Harvard).

Key findings:

  • Third-party colocation centers are physical facilities in close proximity to firms that use them, while cloud providers operate large data centers from a distance and sell access to virtualized computing resources as on‑demand services over the internet.
  • Hospitals and financial firms often require urban third-party centers for low latency and regulatory compliance, while batch processing and many AI workloads can operate more efficiently from lower-cost cloud hubs.
  • For policymakers trying to attract data centers, access to reliable power, water and high-capacity internet matter more than tax incentives.

Recent outages and the surge in AI-driven computing have made data center siting decisions more consequential than ever, especially as energy and water constraints tighten. Communities invest public dollars on the promise of jobs and growth, while firms weigh long-term commitments to land, power and connectivity.

Against that backdrop, a critical question comes into focus: Where do data centers get built — and what actually drives those decisions?

A new study by Tommy Pan Fang (Rice Business) and Shane Greenstein (Harvard Business School) provides the first large-scale statistical analysis of data center location strategies across the United States. It offers policymakers and firms a clearer starting point for understanding how different types of data centers respond to economic and strategic incentives.

Forthcoming in the journal Strategy Science, the study examines two major types of infrastructure: third-party colocation centers that lease server space to multiple firms, and hyperscale cloud centers owned by providers like Amazon, Google and Microsoft.

Two Models, Two Location Strategies

The study draws on pre-pandemic data from 2018 and 2019, a period of relative geographic stability in supply and demand. This window gives researchers a clean baseline before remote work, AI demand and new infrastructure pressures began reshaping internet traffic patterns.

The findings show that data centers follow a bifurcated geography. Third-party centers cluster in dense urban markets, where buyers prioritize proximity to customers despite higher land and operating costs. Cloud providers, by contrast, concentrate massive sites in a small number of lower-density regions, where electricity, land and construction are cheaper and economies of scale are easier to achieve.

Third-party data centers, in other words, follow demand. They locate in urban markets where firms in finance, healthcare and IT value low latency, secure storage, and compliance with regulatory standards.

Using county-level data, the researchers modeled how population density, industry mix and operating costs predict where new centers enter. Every U.S. metro with more than 700,000 residents had at least one third-party provider, while many mid-sized cities had none.

ImageThis pattern challenges common assumptions. Third-party facilities are more distributed across urban America than prevailing narratives suggest.

Customer proximity matters because some sectors cannot absorb delay. In critical operations, even slight pauses can have real consequences. For hospital systems, lag can affect performance and risk exposure. And in high-frequency trading, milliseconds can determine whether value is captured or lost in a transaction.

“For industries where speed is everything, being too far from the physical infrastructure can meaningfully affect performance and risk,” Pan Fang says. “Proximity isn’t optional for sectors that can’t absorb delay.”

The Economics of Distance

For cloud providers, the picture looks very different. Their decisions follow a logic shaped primarily by cost and scale. Because cloud services can be delivered from afar, firms tend to build enormous sites in low-density regions where power is cheap and land is abundant.

These facilities can draw hundreds of megawatts of electricity and operate with far fewer employees than urban centers. “The cloud can serve almost anywhere,” Pan Fang says, “so location is a question of cost before geography.”

The study finds that cloud infrastructure clusters around network backbones and energy economics, not talent pools. Well-known hubs like Ashburn, Virginia — often called “Data Center Alley” — reflect this logic, having benefited from early network infrastructure that made them natural convergence points for digital traffic.

Local governments often try to lure data centers with tax incentives, betting they will create high-tech jobs. But the study suggests other factors matter more to cloud providers, including construction costs, network connectivity and access to reliable, affordable electricity.

When cloud centers need a local presence, distance can sometimes become a constraint. Providers often address this by working alongside third-party operators. “Third-party centers can complement cloud firms when they need a foothold closer to customers,” Pan Fang says.

That hybrid pattern — massive regional hubs complementing strategic colocation — may define the next phase of data center growth.

Looking ahead, shifts in remote work, climate resilience, energy prices and AI-driven computing may reshape where new facilities go. Some workloads may move closer to users, while others may consolidate into large rural hubs. Emerging data-sovereignty rules could also redirect investment beyond the United States.

“The cloud feels weightless,” Pan Fang says, “but it rests on real choices about land, power and proximity.”

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This article originally appeared on Rice Business Wisdom. Written by Scott Pett.

Pan Fang and Greenstein (2025). “Where the Cloud Rests: The Economic Geography of Data Centers,” forthcoming in Strategy Science.

Houston climbs to top 10 spot on North American tech hubs index

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Houston already is the Energy Capital of the World, and now it’s gaining ground as a tech hub.

On Site Selection magazine’s 2026 North American Tech Hub Index, Houston jumped to No. 10 from No. 16 last year. The index relies on data from Site Selection as well as data from CBRE, CompTIA and TeleGeography to rank the continent’s tech hotspots. The index incorporates factors such as internet connectivity, tech talent and facility projects for tech companies.

In 2023, the Greater Houston Partnership noted the region had “begun to receive its due as a prominent emerging tech hub, joining the likes of San Francisco and Austin as a major player in the sector, and as a center of activity for the next generation of innovators and entrepreneurs.”

The Houston-area tech sector employs more than 230,000 people, according to the partnership, and generates an economic impact of $21.2 billion.

Elsewhere in Texas, two other metros fared well on the Site Selection index:

  • Dallas-Fort Worth nabbed the No. 1 spot, up from No. 2 last year.
  • Austin rose from No. 8 last year to No. 7 this year.

San Antonio slid from No. 18 in 2025 to No. 22 in 2026, however.

Two economic development officials in DFW chimed in about the region’s No. 1 ranking on the index:

  • “This ranking affirms what we’ve long seen on the ground — Dallas-Fort Worth is a top-tier technology and innovation center,” said Duane Dankesreiter, senior vice president of research and innovation at the Dallas Regional Chamber. “Our region’s scale, talent base, and diverse strengths … continue to set DFW apart as a national leader.”
  • “Being recognized as the top North American tech hub underscores the strength of the entire Dallas-Fort Worth region as a center of innovation and next-generation technology,” said Robert Allen, president and CEO of the Fort Worth Economic Development Partnership.

While not directly addressing Austin’s Site Selection ranking, Thom Singer, CEO of the Austin Technology Council, recently pondered whether Silicon Hills will grow “into the kind of community that other cities study for the right reasons.”

“Austin tech is not a club. It is not a scene. It is not a hashtag, a happy hour, or any one place or person,” Singer wrote on the council’s blog. “Austin tech is an economic engine and a global brand, built by thousands of people who decided to take a risk, build something, hire others, and be part of a community that is still young enough to reinvent itself.”

South of Austin, Port San Antonio is driving much of that region’s tech activity. Occupied by more than 80 employers, the 1,900-acre tech and innovation campus was home to 18,400 workers in 2024 and created a local economic impact of $7.9 billion, according to a study by Zenith Economics.

“Port San Antonio is a prime example of how innovation and infrastructure come together to strengthen [Texas’] economy, support thousands of good jobs, and keep Texas competitive on the global stage,” said Kelly Hancock, the acting state comptroller.

14 Houston startups starting 2026 with fresh funding

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Houston startups closed out the last half of 2025 with major funding news.

Here are 14 Houston companies—from groundbreaking energy leaders to growing space startups—that secured funding in the last six months of the year, according to reporting by InnovationMap and our sister site, EnergyCapitalHTX.com.

Did we miss a funding round? Let us know by emailing innoeditor@innovationmap.com.

Fervo Energy

Fervo Energy has closed an oversubscribed Series E. Photo via Fervo Energy

Houston-based geothermal energy company Fervo Energy closed an oversubscribed $462 million series E funding round, led by new investor B Capital, in December.

The company also secured $205.6 million from three sources in June.

“Fervo is setting the pace for the next era of clean, affordable, and reliable power in the U.S.,” Jeff Johnson, general partner at B Capital, said in a news release.

The funding will support the continued buildout of Fervo’s Utah-based Cape Station development, which is slated to start delivering 100 MW of clean power to the grid beginning in 2026. Cape Station is expected to be the world's largest next-generation geothermal development, according to Fervo. The development of several other projects will also be included in the new round of funding. Continue reading.

Square Robot

Houston robotics co. unveils new robot that can handle extreme temperatures

Square Robot's technology eliminates the need for humans to enter dangerous and toxic environments. Photo courtesy of Square Robot

Houston- and Boston-based Square Robot Inc. announced a partnership with downstream and midstream energy giant Marathon Petroleum Corp. (NYSE: MPC) last month.

The partnership came with an undisclosed amount of funding from Marathon, which Square Robot says will help "shape the design and development" of its submersible robotics platform and scale its fleet for nationwide tank inspections. Continue reading.

Eclipse Energy

Eclipse Energy and Weatherford International are expected to launch joint projects early this year. Photo courtesy of Eclipse Energy.

Oil and gas giant Weatherford International (NASDAQ: WFRD) made a capital investment for an undisclosed amount in Eclipse Energy in December as part of a collaborative partnership aimed at scaling and commercializing Eclipse's clean fuel technology.

According to a release, joint projects from the two Houston-based companies are expected to launch as soon as this month. The partnership aims to leverage Weatherford's global operations with Eclipse Energy's pioneering subsurface biotechnology that converts end-of-life oil fields into low-cost, sustainable hydrogen sources. Continue reading.

Venus Aerospace 

Lockheed Martin Ventures says it's committed to helping Houston-based Venus Aerospace scale its technology. Photo courtesy Venus Aerospace

Venus Aerospace, a Houston-based startup specializing in next-generation rocket engine propulsion, has received funding from Lockheed Martin Ventures, the investment arm of aerospace and defense contractor Lockheed Martin, for an undisclosed amount, the company announced in November. The product lineup at Lockheed Martin includes rockets.

The investment follows Venus’ successful high-thrust test flight of its rotating detonation rocket engine (RDRE) in May. Venus says it’s the only company in the world that makes a flight-proven, high-thrust RDRE with a “clear path to scaled production.”

Venus says the Lockheed Martin Ventures investment reflects the potential of Venus’ dual-use technology for defense and commercial uses. Continue reading.

Koda Health

Tatiana Fofanova and Dr. Desh Mohan, founders of Koda Health, which recently closed a $7 million series A. Photo courtesy Koda Health.

Houston-based digital advance care planning company Koda Health closed an oversubscribed $7 million series A funding round in October.

The round, led by Evidenced, with participation from Mudita Venture Partners, Techstars and Texas Medical Center, will allow the company to scale operations and expand engineering, clinical strategy and customer success, according to a news release.

The company shared that the series A "marks a pivotal moment," as it has secured investments from influential leaders in the healthcare and venture capital space. Continue reading.

Hertha Metals

U.S. Rep. Morgan Luttrell, a Magnolia Republican, and Hertha Metals founder and CEO Laureen Meroueh toured Hertha’s Conroe plant in August. Photo courtesy Hertha Metals/Business Wire.

Conroe-based Hertha Metals, a producer of substantial steel, hauled in more than $17 million in venture capital from Khosla Ventures, Breakthrough Energy Fellows, Pear VC, Clean Energy Ventures and other investors.

The money was put toward the construction and the launch of its 1-metric-ton-per-day pilot plant in Conroe, where its breakthrough in steelmaking has been undergoing tests. The company uses a single-step process that it claims is cheaper, more energy-efficient and equally as scalable as conventional steelmaking methods. The plant is fueled by natural gas or hydrogen.

The company, founded in 2022, plans to break ground early this year on a new plant. The facility will be able to produce more than 9,000 metric tons of steel per year. Continue reading.

Helix Earth Technologies, Resilitix Intelligence and Fluxworks Inc.

Helix Earth's technology is estimated to save up to half of the net energy used in commercial air conditioning, reducing both emissions and costs for operators. Photo via Getty Images

Houston-based Helix Earth Technologies, Resilitix Intelligence and Fluxworks Inc. each secured $1.2 million in federal funding through the Small Business Innovation Research (SBIR) Phase II grant program this fall.

The three grants from the National Scienve foundation officially rolled out in early September 2025 and are expected to run through August 2027, according to the NSF. The SBIR Phase II grants support in-depth research and development of ideas that showed potential for commercialization after receiving Phase I grants from government agencies.

However, congressional authority for the program, often called "America's seed fund," expired on Sept. 30, 2025, and has stalled since the recent government shutdown. Continue reading.

Solidec Inc. (pre-seed)

7 innovative startups that are leading the energy transition in Houston

Houston-based Solidec was founded around innovations developed by Rice University associate professor Haotian Wang (far left). Photo courtesy Greentown Labs.

Solidec, a Houston startup that specializes in manufacturing “clean” chemicals, raised more than $2 million in pre-seed funding in August.

Houston-based New Climate Ventures led the oversubscribed pre-seed round, with participation from Plug and Play Ventures, Ecosphere Ventures, the Collaborative Fund, Safar Partners, Echo River Capital and Semilla Climate Capital, among other investors. Continue reading.

Molecule

Sameer Soleja is the founder and CEO of Molecule, which just closed its series B round. Photo courtesy of Molecule Software.

Houston-based energy trading risk management (ETRM) software company Molecule completed a successful series B round for an undisclosed amount, according to a July 16 release from the company.

The raise was led by Sundance Growth, a California-based software growth equity firm. Sameer Soleja, founder and CEO of Molecule, said in the release that the funding will allow the company to "double down on product innovation, grow our team, and reach even more markets." Continue reading.

Rarefied Studios, Solidec Inc. and Affekta

Houston startups were named among the nearly 300 recipients that received a portion of $44.85 million from NASA to develop space technology this fall. Photo via NASA/Ben Smegelsky

Houston-based Rarefied Studios, Solidec Inc. and Affekta were granted awards from NASA this summer to develop new technologies for the space agency.

The companies are among nearly 300 recipients that received a total agency investment of $44.85 million through the Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) Phase I grant programs, according to NASA.

Each selected company received $150,000 and, based on their progress, will be eligible to submit proposals for up to $850,000 in Phase II funding to develop prototypes. The SBIR program lasts for six months and contracts small businesses. Continue reading.

Intuitive Machines 

Intuitive Machines expects to begin manufacturing and flight integration on its orbital transfer vehicle as soon as 2026. Photo courtesy Intuitive Machines.

Houston-based Intuitive Machines secured a $9.8 million Phase II government contract for its orbital transfer vehicle in July.

The contract was expected to push the project through its Critical Design Review phase, which is the final engineering milestone before manufacturing can begin, according to a news release from the company. Intuitive Machines reported that it expected to begin manufacturing and flight integration for its orbital transfer vehicle as soon as this year, once the design review is completed.

The non-NASA contract is for an undisclosed government customer, which Intuitive Machines says reinforces its "strategic move to diversify its customer base and deliver orbital capabilities that span commercial, civil, and national security space operations." Continue reading.