A Houston founder is introducing you to ema — a GPT-based chat platform and your new best friend in women's health. Photo via Canva

Amanda Ducach set out to create a platform where mothers could connect with each other socially, but when she launched SocialMama just ahead of a global pandemic, she soon learned there was a bigger market need for access to information surrounding women's health — from fertility to menopause.

After pivoting her femtech platform to include women's health experts, she realized her technology wasn't able to completely support growing user base. The platform, which was called SocialMama, saw users engaging with experts in similar ways — and as Ducach looked into growing the platforms users, she realized that 24/7 access to experts was going to be hard to scale.

"We noticed that most of these conversations were repetitive," Ducach tells InnovationMap. "You had women asking an expert about tracking ovulation a hundred times a day. Having an OBGYN answer that question a hundred times a day was crazy and just not scalable."

Ducach says that about 16 months ago, her team took a step back to recreate the platform incorporating GPT technology. GPT stands for generative pre-trained transformer, and is a family of artificial intelligence language models most recently made popular but ChatGPT developed by OpenAI.

Now, after building out the platform, Ducach's company has rebranded to ema. The AI-based chat tool — named from the three letters in the middle of "female" — is meant to feel like texting "your childhood best friend who became an OBGYN physician," Ducach says. Not only can the chat provide crucial medical information, but it has a memory and can pick up conversations where they left off to be a constant resource to users.

The new platform, deemed ema, operates as an AI-based chat for women to engage with. Screenshot courtesy of ema

"Ema can answer everything from, 'how do I improve my baby's latch,' to 'how to I get a diabetic-friendly brownie recipe,' to 'give me an affirmation that's spoken like Snoop Dog because I'm feeling sad today,'" Ducach says.

Ducach first described the evolution of the company to AI-based communication last summer on the Houston Innovators Podcast. Now, the platform is gearing up for its launch next month and plans to raise seed funding this year to double her current team of 10 people to support the company's growth. Ducach, who was accepted into the Techstars Austin program in 2021, also says she's looking for more beta users in the meantime, and those interested should reach out to her or her team.

Ultimately, Ducach says the mission of ema is to democratize access to women's health care so that women feel supported and just a few taps away from important information.

"Barriers to care for women who face socioeconomic disparities is where you see the need for change," Ducach says. "For us, it's reducing those barriers of care. Ema is always in your pocket. You have access to her 24/7. The way that ema is really structured and her purpose is to catch red flags so that we can then help the female user get to positive health outcomes."

Amanda Ducach founded the company in 2019. Photo via Twitter

In the latest round up of Houston innovation news you may have missed, a Houston startup wins an international COVID-19 innovation competition, The Ion has a new founding partner, and more. Photo courtesy of The Ion

The Ion Houston names new partner, growing startup names new CTO, and more local innovation news

short stories

It's been a busy week with virtual SXSW, spring break, and more. For this reason, some of Houston's innovation news may have fallen through some of the cracks.

In this roundup of short stories within Houston innovation, a Houston startup grows its C-suite, a local accelerator application deadline looms, the latest news from The Ion, and more.

Baker Botts doubles down on The Ion

The Ion has a new founding partner. Courtesy of Rice University

Houston's rising innovation hub, The Ion, has named Houston-based Baker Botts as the latest founding partner, alongside previously announced partners Microsoft and Chevron Technology Ventures.

"Today's announcement not only solidifies Baker Botts' investment in The Ion and the programs we are activating, but is a commitment to growing Houston's innovation ecosystem," says Jan E. Odegard, interim executive director of The Ion, in a news release. "Baker Botts' work with The Ion has already helped countless entrepreneurs get their work off the ground, and we are excited for their support as we continue to accelerate innovation and connect communities to build sustainable and inclusive economic growth in Houston."

Baker Botts has agreed to the following partnership opportunities with the Ion:

  • Provide in-kind services to this year's Houston Startup Showcase Winner
  • Offer on-site presence to support The Ion's various community members and provide substantive programming to startups
  • Host legal programming and workshops for The Ion's Accelerator Hub members
  • Expand gateway events including The Ion's Family Tech Night and Plaza Tec series

"Given our market-leading strengths in Houston, this is an exciting opportunity for the firm," says John Martin, managing partner of Baker Botts, in the release. "Our participation with The Ion brings together lawyers across our corporate venture capital, energy tech, IP and other practices to work closely with a range of cutting-edge companies at the heart of the Texas startup ecosystem."

GoExpedi recruits new CTO from big tech

GoExpedi has a new CTO. Photo courtesy of GoExpedi

Houston-based GoExpedi — a B2B e-commerce, supply chain and analytics company — recently hired global engineering executive Yang Tang as CTO. Tang has more than 20 years of experience leading technology and product teams at both startups and corporations, including Anheuser-Busch InBev (AB InBev) and at Walmart eCommerce's operations.

"After an extensive search to find one of the most accomplished product leaders of our time, we are excited to introduce Tang as the new head of our technical operations and state-of-the-art supply chain model," says Tim Neal, GoExpedi's CEO, in a news release. "His history of excellence in the e-commerce space is beyond reproach. He brings unparalleled expertise having managed global projects with an emphasis on e-commerce development and digital engineering for some of the world's most reputable brands. With his leadership, vision, and technical expertise, we are primed to launch into the next stage of our company's development as we expand our offering of new digital and consumer-friendly solutions."

In his position, Tang will oversee the design and execution of GoExpedi's technology, product, and data roadmaps.

"I am pleased to help the manufacturing and energy industries reimagine industrial supply chain with the brightest minds in technology, MRO procurement and oil and gas," says Tang in the release. "I was fortunate to contribute to the e-commerce renaissance that exploded in the consumer space over the last few years and am eager to apply what I have learned to the industrial sector. I look forward to collaborating with the team at GoExpedi to drive continuous improvements in all aspects of the industrial supply chain."

Last fall, GoExpedi closed a $25 million series C round with plans to hire.

Houston startup named a winner at $6M COVID-testing competition

Houston-based Steradian Technologies, Inc. was named among the winners of XPRIZE Rapid Covid Testing competition, an international innovation challenge that called for solutions for high-quality, affordable COVID-19 testing.

"We are extremely excited to create high-tech diagnostic solutions that are rapid, inexpensive, and accurate to create healthcare accessibility and equity for everyone, irrespective of any financial, geopolitical, or socioeconomic barriers. COVID-19 detection is our near-term goal, and we're looking forward to the possibilities of ubiquitous testing for all," says Asma Mirza, CEO and co-founder of Steradian Technologies, in a news release.

Steradian Technologies is "developing a product that created human super-sight via the startup's proprietary optics," according to the release, and pivoted its technology to create the RUMI diagnostic system, which uses Steradian's technology to look at photonics to detect disease biomarkers within a user's breath within 30-seconds.

"The COVID-19 pandemic has shown us that we need to be more prepared as a nation and as a global community for future viral threats. The rapid development of vaccines has been achieved through incorporating new technologies, and diagnostic tech needs to do the same. Our goal has been just that. We wanted to create a diagnostic tool that could be fast, accurate, and easy to use and could be widely deployed," says John Marino, co-founder and chief of product development, in the release. "We know that COVID-19 won't be the last threat of this kind and are developing a solution that can easily adapt to any new pathogen. We are extremely grateful to have been recognized by XPRIZE for our effort."

Houston entrepreneur to pitch with Techstars

Amanda Ducach, founder and CEO of SocialMama

Amanda Ducach, founder of SocialMama, is expecting to pitch at Techstars Austin. Photo courtesy of SocialMama

Houston-based consumer tech company, SocialMama, which connects mothers virtually via an app, was accepted into the Techstars Austin program for 2021. Founder Amanda Ducach will be presenting at the recently announced Techstars Austin virtual Demo Day on March 24.

SocialMama's Techstar Austin cohort colleagues include: BallBox, Inc (Chicago, IL), Enlightapp (Fargo, ND), Fêtefully (Dallas, TX), hampr (Lafayette, LA), Kousso (Charlotte, NC), Livo (Coral Gables, FL), Mowies (Medellin, Colombia), Nutritional Freedom (Austin, TX), and Talk Howdy (Austin, TX).

Registration is free and open online.

MassChallenge Houston's applications open for two more weeks

Photo courtesy of MassChallenge

MassChallenge Texas has opened applications for it's next cohort in Houston. The equity-free, no-cost program is seeking startups across industries that have raised less than $1 million in funding and less than $2 million in revenue to apply. The program provides startups mentorship, corporate partnerships, curriculum, and more.

The deadline to apply is March 31 by midnight. If interested, entrepreneurs can apply for free with the code "MC21INNOMAP." Click here to learn more and apply.

From cancer-fighting companies raising millions to Houston area high school students learning how to start a company, here's some short stories on innovation you may have missed. Photo via inveox.com

TMCx company raises millions, Rice Business launches a podcast, and more Houston innovation news

Short stories

Even during the dog days of summer, Houston has innovation news from all industries. In case you missed something, here's a news roundup of some short innovation stories — from raised funds to launched apps, podcasts, and programs.

If you know of innovation-focused news happening, email me at natalie@innovationmap.com with the details and subscribe to our daily newsletter that sends fresh stories straight to your inboxes every morning.

TMCx company raises 17€ million 

Photo via inveox.com

Munich-based Inveox, a, AI-enabled cancer-diagnosis technology startup, just set up shop in the Texas Medical Center as a part of TMCx's ninth cohort. The company now has another thing to brag about: 17 million euros worth of investment.

"My founding partner Dominik Sievert and I are very grateful that our investors put such great trust in us and our vision," says managing partner Maria Sievert in a release. "Together we are working towards the goal of using our innovation capacities to develop technologies that can be put to serve people. We want to help lab technicians who give their best every day at labs and we want to ensure the safety of patients as well as the speed and reliability of the entire diagnostic process. That's why we will use this further investment for our forthcoming series production and expansion into new markets."

The funds will go toward production of the company's technology.

Rice's Jones Graduate School of Business launches The Index podcast

Pexels

Rice University's Jones Graduate School of Business, has launched, The Index, a podcast that explores thought-provoking topics and business-related ideas.

According to a news release, The podcast grew out of a 2019 South by Southwest partnership between Texas Monthly and Rice Business — the two entities teamed up for a podcast taping about digital wildcatting.

Saul Elbein hosts The Index. He is a contributor to the New York Times Magazine, the NPR radio show "This American Life," and other outlets. Find the latest episode here.

Life science startup organization closes $5.25 million round

Getty Images

With the close of its $5.25 million round, Fannin Partners LLC — a Houston-based early-stage life science commercialization company — has brought in over $155 million for its portfolio companies.

The funds in part will go toward developing Fannin Innovation Studio. The studio anticipates adding 15 new portfolio companies over the next five years.

"With our portfolio companies Procyrion and Pulmotect advancing in their clinical development and with BreviTest poised for market launch in 2020, our investor group has recognized the tremendous progress we've made," says Fannin founder and chairman Leo Linbeck III in a release. "We are pleased to welcome the additional investment from existing and new investors in this round."

Houston app relaunches following raising $150,000 from local investor

Courtesy of Social Mama

An app that connects moms based on children's ages and common mom problems has relaunched with major upgrades after a year in beta. That's not the only thing Social Mama is celebrating. The startup secured $150,000 funding from local female powerhouse and blogger, Carrie Colbert.

Founder Amanda Ducach says she wanted to create an app that could smartly link moms going through similar struggles — from teething and potty training to single parenting or postpartum depression.

"The social impact of the product is so important," Ducach says in a previous InnovationMap story. "I can't explain to you the isolation and the problem that exists in motherhood. I was completely unaware of it before I started the company."

Austin tech startup lands major Houston-based client

office space

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Houston-based Lionstone Investments has made a deal with Austin-based Bractlet, a smart building software company. The deal translates to Bractlet implementing its technology in Lionstone's 31 office properties across the United States.

"Lionstone is recognized in the industry for its commitment to a data-driven approach to real estate investing," says Lionstone's head of portfolio management and co-head of operations, Tom Paterson, in a news release. "Implementing Bractlet's technology at the portfolio-level allows us to make informed decisions that benefit our investors, conserve energy, and improve tenant comfort and productivity. In this manner, Lionstone is able to provide best-in-class management throughout the entire investment lifecycle."

Houston area high school launches entrepreneurship program

Texas Teacher

Pexels

It's never too early to learn the ins and outs of entrepreneurship. Friendswood High School has announced that it will be launching INCubatoredu, a program to help students learn important lessons in the startup world, this fall.

"The Mustang Business INCubator is that authentic experience we were looking for in our business, marketing, and finance program of study," Susan Kirkpatrick, executive director of career technical education at FHS, says in a release. "Students will research a real-world problem that is of interest to them and work to find a product or service solution."

The program will be housed in a newly renovated creative space on the FHS campus. According to the release, the school will host a launch party for the program in the fall.

Houston-based Social Mama uses its platform to connect mothers based on location, interests, and the things their children have in common. Courtesy of Social Mama

App aims to connect Houston mothers using AI technology

Moms about town

Sometimes, to be a mom, is to feel utterly alone. Not every mom is the same, and it's tough for women to find the right support systems — people who are going through or have gone through the same struggles.

A new Houston-based app, Social Mama, is providing a solution. The technology uses artificial intelligence and data collection to learn about its users and match them to other users based on their location and specifications. It's like online dating, but for mothers, co-founder Amanda Ducach says.

"The social impact of the product is so important," Ducach says. "I can't explain to you the isolation and the problem that exists in motherhood. I was completely unaware of it before I started the company."

The idea came to Ducach when she moved across the country to Houston from Minneapolis. Her best friend was in sudden need of a new network — preferably moms who liked wine, spoke Spanish, and had peanut-free households so her son could play without the risk of his allergies. Wanting to help the friend they had abandoned, Ducach and her husband, who is a data architect, decided to try to find a way to get there friend a new friend she could relate to.

"We realized there was nothing that existed that allowed two mothers to connect based on where they lived and their interests, that also took information about their children in account," Ducach says. "We decided to create it."

The app, which is based out of Station Houston, has been in beta with a couple thousand users, but, based on users' experiences, Ducach says they are making a lot of changes before they launch to the public in spring of this year.

Beta lessons learned
Thinking that mothers are too busy for lengthy setups, Ducach made signing up for Social Mama simple.

"We completely put out the wrong product, which isn't a bad thing," Ducach says. "We assumed they would want us to figure out who to match them with, but it's the complete opposite."

The mothers are happy to spend 10 to 15 minutes during the sign in process after downloading the free app, Ducach says, because they want to give the app as much information as possible. They are looking for niche matches.

Another surprise for Ducach was that, similar to dating apps, starting a conversation with a stranger — ideally matched or otherwise — is tough.

"We thought that because it was two women, and there's no sexual chemistry, that it would be easy for them to reach out and start a conversation," Ducach says. "But they actually still find it incredibly awkward."

The app will have things like ice breakers or games to help get the ball rolling.

She also didn't think the mothers would want something like a newsfeed. However, users who might not be in a highly populated city primed for face-to-face friendship still might want access to asking fellow mothers advice in a post on a forum. So, Social Mama will have a customizable, AI-generated newsfeed — kind of like a forum. Posts will have tags, and users will only see things they have an interest in.

"As you continue to use the app, it will create a persona for you," Ducach says, "and it's not mothers that are like you, but mothers you tell us you're looking for."

The app will know when a mother transitions from newborn mother to toddler mother, so that her matches stay relevant as her child ages.

Making an impact
This year, Social Mama will go live in the spring, and Ducach has several growth plans surrounding launch. The app will be fundraising for pre-seed money in 2019, and expanding the team to include a data scientist, as well as other department hires. The company currently has eight employees — most of which are in the Houston HQ — but some reside in Boston and around the world.

The core components of the app are the matching and AI-generated newsfeed, but hosting event meet ups is another successful avenue for the app, as is the potential to recommend products to the mothers. Ducach says this could be a part of the the app's business plan, as is a subscription model for moms to opt into extra perks.

"We know so much information about these moms that they are telling us, that we have the ability to send them recommended products from other mothers," she says.

While Ducach says the initial launch will only be in Houston, the app is already in big demand worldwide. She says they had to shut down the beta version because they had so many international downloads and they were concerned about cybersecurity.

"Moms want this in Germany, China, and Cypress, Texas," Ducach says. "It's really a need everywhere, and we're really excited to expand and see which markets take off."

Ducach says she is excited for the app to go live and affect these moms' lives.

"We're really excited because it should really change the trajectory of these women's lives and create a support group they've never had before," Ducach says.

social mamaSocial Mama went through a beta phase, but when it launches in the spring, it will be totally different. Courtesy of Social Mama

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Houston brain health co. secures $6.5M for rare disease study

neuro funding

Houston-based Goldenrod Therapeutics, part of Fannin Partners' portfolio, has announced the initial close of a $6.5 million series seed preferred stock round.

The round was led by Ataxia Ventures and an affiliate of Fannin, according to a news release.

Goldenrod Therapeutics plans to use the funding to support manufacturing, formulation optimization, IND-enabling studies and a Phase I study of its drug to treat brain inflammation, known as 11h.

The study will consider how 11h, which blocks the enzyme PDE4, could treat Friedreich’s ataxia (FA), a rare genetic disease that affects movement, speech and balance. To date, other PDE4 inhibitors have proven to regulate neuroinflammation and neuronal signaling, but have had adverse gastrointestinal side effects or have not reached enough of the central nervous system, according to Goldenrod.

The company says its 11h is expected to have "broad applicability" with limited emetric side effects.

“Our 11h program is a next-generation, orally bioavailable, brain-penetrant PDE4 inhibitor, where researchers overcame longstanding limitations associated with earlier PDE4 inhibitors," Dr. Dev Chatterjee, CEO of Goldenrod, said in the news release. "We believe this creates the potential for a best-in-class therapy for Friedreich’s Ataxia and a potential foundation for development across multiple neurodegenerative and neuroinflammatory disorders.”

11h was first developed at the University of Nebraska Medical Center (UNeMed). Houston-based Fannin Partners in-licensed the product 2020 and landed SBIR Phase I funding to support its initial development for opioid use disorder soon after.

Goldenrod has also received funding to study 11h's effectiveness for multiple sclerosis, methamphetamine addiction and cocaine addiction.

Goldenrod says it is developing 11h to target a variety of neurological and inflammatory conditions, including Alzheimer's disease, multiple sclerosis, ALS, substance use disorders, Batten disease, pain and traumatic brain injury.

27 Houston companies make Fortune 500 for 2026, led by energy giants

Houston HQs

Houston is a giant among U.S. hubs for corporate headquarters.

The 2026 Fortune 500 lists 27 companies based in the Houston area, with many energy companies claiming top spots. Houston ties with Chicago for the second-most Fortune 500 headquarters, preceded only by New York City (53). Dallas-Fort Worth is home to 23 Fortune 500 headquarters.

Texas leads the nation for Fortune 500 headquarters (57), with California in the No. 2 spot and New York at No. 3.

“Texas is the undisputed headquarters of headquarters,” Gov. Greg Abbott said in a news release. “The world’s leading businesses invest with confidence in Texas because of our welcoming business climate, predictable regulatory environment, and skilled and growing workforce. People and businesses are choosing Texas because Texas works.”

The 2026 Fortune 500 ranks the largest U.S. corporations based on revenue in fiscal year 2025.

Here’s a rundown of the 27 Fortune 500 companies based in the Houston area.

  • No. 9 ExxonMobil
  • No. 21 Chevron
  • No. 29 Phillips 66
  • No.55 Sysco
  • No. 75 ConocoPhillips
  • No. 89 Enterprise Products Partners
  • No. 103 Plains GP Holdings
  • No. 133 Hewlett Packard Enterprise
  • No. 149 NRG Energy
  • No. 157 Quanta Services
  • No. 164 Baker Hughes
  • No. 173 Occidental Petroleum
  • No. 179 Waste Management
  • No. 201 EOG Resources
  • No. 204 Group 1 Automotive
  • No. 207 Halliburton
  • No. 223 Cheniere Energy
  • No. 236 Corebridge Financial
  • No. 262 Targa Resources
  • No. 266 Kinder Morgan
  • No. 388 Westlake
  • No. 435 CenterPoint Energy
  • No. 438 APA
  • No. 440 Comfort Systems USA
  • No. 455 NOV
  • No. 488 KBR
  • No. 496 Coterra Energy. Oklahoma City, Oklahoma-based Devon Energy and Houston-based Coterra Energy merged in early May, with the combined company retaining the Devon Energy name and the Houston headquarters.

The Greater Houston Partnership notes the Houston area soon will welcome its 28th Fortune 500 company. Expand Energy (formerly Chesapeake Energy), appearing at No. 362 on the 2026 list, says it’s moving its headquarters from Oklahoma City to Spring this year.

As the natural gas producer prepares to relocate to Texas, it’s hunting for a new leader. Nick Dell’Osso stepped down as president and CEO earlier this year. Board Chairman Michael Wichterich is interim president and CEO.

Dell’Osso became president and CEO of Oklahoma City-based Gulfport Energy effective May 28.

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This article first appeared on EnergyCapitalHTX.com.

Elon Musk's SpaceX is about to make its debut on Wall Street

Money Moves

Elon Musk's rocket company SpaceX will make its debut on Wall Street Friday, June 12, and both institutional and retail investors are expected to gobble up the 555.6 million shares going up for sale at $135 apiece. Musk, already the world's richest man, could become its first trillionaire.

SpaceX is likely to become the biggest IPO ever, with proceeds of around $75 billion. SpaceX hopes to become the first company to send people to Mars. In fact, part of Musk’s future compensation depends on SpaceX eventually establishing a colony of at least 1 million people on the red planet.

Why SpaceX is going public now

In a video conference on Musk's social media platform X, he told JPMorgan CEO Jamie Dimon that people have suggested for the last 10 years that he take SpaceX public. He's doing it now because the company plans to put 100,000 next-generation Starlink satellites into orbit. Deploying AI data centers in space is a “massive new growth base and you need capital for that,” he said.

Going public provides access to the capital that SpaceX needs. But it also exposes it to more scrutiny from shareholders and more regulatory oversight. That includes filing quarterly financial reports, which critics say incentivizes short-term thinking over longer-term planning and creates unnecessary costs for a company. Securities regulators are currently soliciting public comment on a proposal to require public companies to file the financial reports only twice every year.

How the IPO impacts the company

Musk will hold the majority of a special class of shares, giving him control over decisions related to company strategy, finances and personnel. On the latter, because of his ownership of most of these Class B shares, the only person who can fire Musk as CEO is Musk.

The company credits Musk with being the “driving force” behind its growth, innovation and success. But what happens if Musk is no longer in the picture? SpaceX warns that the loss of Musk could disrupt its ability to execute its strategy as well as hurt its “reputation and relationships with customers, partners and other stakeholders.”

The company also warns that finding a replacement with the same skills and experience as Musk would be time-consuming, if not nearly impossible. As Wedbush Securities analyst Dan Ives wrote Wednesday, “At the end of the day Musk is SpaceX and SpaceX is Musk.”

What could make or break SpaceX

Currently in the test phase, the gigantic reusable Starship rocket is key to SpaceX realizing Musk's ambitions. Much of the commercial space business hinges on SpaceX developing Starship’s capability to be fully reusable and hearty enough for a quick turnaround between flights. If that doesn't happen, SpaceX warns that putting data centers and satellites in space will take longer and cost more money, meaning it risks customers bailing on the company.

Analysts say that by pioneering reusable rockets, SpaceX has established a clear lead on competitors such as Blue Origin, led by Amazon founder Jeff Bezos. The Starlink satellite business competes with, among others, AST SpaceMobile – which is relying on a SpaceX rocket to send its latest generation of satellites into orbit next week.

The prospectus filed last week says SpaceX’s biggest potential market is the sale of business-oriented artificial intelligence products designed to transform how people get work done. It’s an opportunity SpaceX predicts would be worth $22.7 trillion if it could somehow dominate rivals like Anthropic, OpenAI and Microsoft in a highly competitive industry. But the prospectus shows no clear path to profitability for the xAI business, which merged with SpaceX earlier this year.

Why Wall Street is paying attention

If the SpaceX IPO is as successful, the stock could quickly join the Nasdaq 100, a widely followed index that tracks the 100 largest non-financial companies in the composite. That's important because some popular funds, such as the $460 billion QQQ exchange-traded fund, mimic the index and will automatically buy whatever is listed in the index.

Nasdaq recently changed its rules to allow select companies to enter the Nasdaq 100 after just 15 trading days.

S&P Dow Jones Indices, on the other hand, is sticking to established and more traditional thresholds that will not allow SpaceX or other companies with gargantuan IPOs faster entry into its S&P 500 index. That means even high-profile companies will still need to wait for their stocks to trade a full 12 months before they can enter the index.

Companies want to be in the S&P 500 in particular because it's arguably the most important index on Wall Street, with trillions of dollars either mimicking it exactly or benchmarked against it. Vanguard's VOO fund that tracks the S&P 500 has roughly $950 billion invested in it, for example.