When it comes to setting up a marketing budget for your startup, considering every angle is important. Getty Images

Industry research suggests spending 5 percent to 12 percent of total revenue on an annual marketing budget. At Integrate Agency, we believe marketing spend should be determined from key data points, versus current size. We shepherd our clients through a five-step process to calculate how much they should spend on marketing to maximize their ROI.

1. Know your goals

You can't manage what you can't measure. Before you start spending, you must first set SMART goals. Challenging, but realistic, short-term goals may include:

  • Sales/revenue growth
  • Customer count
  • Consumer ratings improvement

Integrate updated Delmar Systems' website with the goal of increasing traffic that would generate leads. By having a clear goal at the forefront, Integrate created a conversion-focused website and calculated an ROI for the company (including 631.9 percent increase in new visitors and 23.9 percent increase in qualified leads).

Your goals should set a strong baseline of expectations and establish clear guidelines for the budgeting strategies to reach those goals.

2. Know your data

You can only track your goals, and tweak your spend accordingly, if you have the specific data to tell you what's working and what isn't. Some of our favorite tools include:

  • Google Analytics for visitors, bounce rate, and time on site
  • Site Checker for SEO performance
  • Conductor for content efficacy
  • Sprout Social for social media metrics

One of our clients wanted to increase its qualified leads, but before we added more dollars to the equation, a full audit of the company's digital efforts uncovered significant spend inefficiencies. The data uncovered a new strategy that led to a full revamp of its PPC campaign. This helped them save $8,000 per month and led to a 63.9 percent year-over-year decrease in cost-per-click cost and 42.3 percent year-over-year increase in click through rate.

3. Know your audience

If you have a strong concept of your customer base, you'll know where, when, and how you can best connect with them.

To this end, we are hyper-aware of our clients' seasonality and when their audience is most likely to buy (and for B2B clients, when budget review season is) so we can target their marketing budget accordingly.

Six Flags Hurricane Harbor Splashtown operates on a seasonal basis, by its very nature. Each summer, Integrate focuses on a concentrated marketing approach and last year garnered over 540 million traditional media impressions in just four months.

This activity has ensured they're top-of-mind when it matters most, versus spending dollars when their customers are not considering this purchase.

4. Know your competition

Regardless of market share, it's important to keep up with what competitors are doing. We recommend beginning your competitor research with:

  • SEM Rush for SEO keyword research
  • Majestic SEO for linking statistics
  • Ahrefs for backlink strategy
  • Moz for rank tracking

When Escalante's sought to outmaneuver its competition with digital tactics, Integrate's competitive data revealed that none of its competitors in a specific neighborhood were being overly aggressive online.

By focusing on geo-targeting and ad scheduling to ensure ads displayed to the preferred audience at the right time, the restaurant has been able to capitalize on specific traffic without a large budget.

5. Know your capabilities

A question will often come up about in-house vs. outsourced marketing. In-house gives you maximum control. But, to be most effective with your spend (and often attune to the latest, best-in-class, industry techniques), you must fully commit to your marketing efforts, which an agency, or outside partner, can provide.

As one client — Arthritis Relief Centers — grew, their staff no longer had the time to devote to marketing. By making the decision to work with Integrate, the company had more time to devote to patient care. This led to an over 100 percent increase in clicks to digital ads and a 56 percent decrease in cost-per-click because the client trusted the agency's digital marketing expertise.

The biggest upside to outsourcing your marketing: letting your team focus on servicing customers and improving your products.

As we stated earlier, the experts tell you that your marketing spend should normally live between 5 and 12 percent of your gross revenue, but we believe your marketing budget, and the integrated mix of how that budget is implemented, should be tied to growth needs and goals.

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Allie Danziger is the founder and president of Houston-based Integrate Agency, which focuses on digital marketing and public relations.

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Houston-based HPE wins $931M contract to upgrade military data centers

defense data centers

Hewlett Packard Enterprise (HPE), based in Spring, Texas, which provides AI, cloud, and networking products and services, has received a $931 million contract to modernize data centers run by the federal Defense Information Systems Agency.

HPE says it will supply distributed hybrid multicloud technology to the federal agency, which provides combat support for U.S. troops. The project will feature HPE’s Private Cloud Enterprise and GreenLake offerings. It will allow DISA to scale and accelerate communications, improve AI and data analytics, boost IT efficiencies, reduce costs and more, according to a news release from HPE.

The contract comes after the completion of HPE’s test of distributed hybrid multicloud technology at Defense Information Systems Agency (DISA) data centers in Mechanicsburg, Pennsylvania, and Ogden, Utah. This technology is aimed at managing DISA’s IT infrastructure and resources across public and private clouds through one hybrid multicloud platform, according to Data Center Dynamics.

Fidelma Russo, executive vice president and general manager of hybrid cloud at HPE, said in a news release that the project will enable DISA to “deliver innovative, future-ready managed services to the agencies it supports that are operating across the globe.”

The platform being developed for DISA “is designed to mirror the look and feel of a public cloud, replicating many of the key features” offered by cloud computing businesses such as Amazon Web Services (AWS), Microsoft Azure and Google Cloud Platform, according to The Register.

In the 1990s, DISA consolidated 194 data centers into 16. According to The Register, these are the U.S. military’s most sensitive data centers.

More recently, in 2024, the Fort Meade, Maryland-based agency laid out a five-year strategy to “simplify the network globally with large-scale adoption of command IT environments,” according to Data Center Dynamics.

Astros and Rockets launch new streaming service for Houston sports fans

Sports Talk

Houston sports fans now have a way to watch their favorite teams without a cable or satellite subscription. Launched December 3, the Space City Home Network’s SCHN+ service allows consumers to watch the Houston Astros and Houston Rockets via iOS, Apple TV, Android, Amazon Fire TV, or web browser.

A subscription to SCHN+ allows sports fans to watch all Astros and Rockets games, as well as behind-the-scenes features and other on-demand content. It’s priced at $19.99 per month or $199.99 annually (plus tax). People who watch Space City Network Network via their existing cable or satellite service will be able to access SCHN+ at no additional charge.

As the Houston Chronicle notes, the Astros and Rockets were the only MLB and NBA teams not to offer a direct-to-consumer streaming option.

“We’re thrilled to offer another great option to ensure fans have access to watch games, and the SCHN+ streaming app makes it easier than ever to cheer on the Rockets,” Rockets alternate governor Patrick Fertitta said in a statement.

“Providing fans with a convenient way to watch their favorite teams, along with our network’s award-winning programming, was an essential addition. This season feels special, and we’re committed to exploring new ways to elevate our broadcasts for Rockets fans to enjoy.”

Astros owner Jim Crane echoed Feritta’s comments, adding, “Providing fans options on how they view our games is important as we continue to grow the game – we want to make it accessible to as large an audience as possible. We are looking forward to the 2026 season and more Astros fans watching our players compete for another championship.”

SCHN+ is available to customers in Texas; Louisiana; Arkansas; Oklahoma; and the following counties in New Mexico: Dona Ana, Eddy, Lea, Chaves, Roosevelt, Curry, Quay, Union, and Debaca. Fans outside these areas will need to subscribe to the NBA and MLB out-of-market services.

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This article originally appeared on CultureMap.com.

Rice University researchers unveil new model that could sharpen MRI scans

MRI innovation

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI.

In a study recently published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Previous models only approximated how water molecules relaxed around contrasting agents. However, through this new model, known as the NMR eigenmodes framework, the research team has uncovered the “full physical equations” to explain the process.

“The concept is similar to how a musical chord consists of many notes,” Thiago Pinheiro, the study’s first author, a Rice doctoral graduate in chemical and biomolecular engineering and postdoctoral researcher in the chemical sciences division at Oak Ridge National Laboratory, said in a news release. “Previous models only captured one or two notes, while ours picks up the full harmony.”

According to Rice, the findings could lead to the development and application of new contrast agents for clearer MRIs in medicine and materials science. Beyond MRIs, the NMR relaxation method could also be applied to other areas like battery design and subsurface fluid flow.

“In the present paper, we developed a comprehensive theory to interpret those previous molecular dynamics simulations and experimental findings,” Dilipkumar Asthagiri, a senior computational biomedical scientist in the National Center for Computational Sciences at Oak Ridge National Laboratory, said in the release. ”The theory, however, is general and can be used to understand NMR relaxation in liquids broadly.”

The team has also made its code available as open source to encourage its adoption and further development by the broader scientific community.

“By better modeling the physics of nuclear magnetic resonance relaxation in liquids, we gain a tool that doesn’t just predict but also explains the phenomenon,” Walter Chapman, a professor of chemical and biomolecular engineering at Rice, added in the release. “That is crucial when lives and technologies depend on accurate scientific understanding.”

The study was backed by The Ken Kennedy Institute, Rice Creative Ventures Fund, Robert A. Welch Foundation and Oak Ridge Leadership Computing Facility at Oak Ridge National Laboratory.