Using the Lab to Lead: How Falsifiable Hypotheses Make Your Marketing Sharper
TL;DR
- If you cannot identify what would invalidate your strategy, you simply have a strategy. You are taking a gamble.
- A falsifiable hypothesis is in the form of "if we [defined actions]; then [predicted outcomes] will occur," along with identifying what represents failure.
- Establishing the failure metric prior to launching is probably the area that most teams miss. This is also likely the most critical area.
- Inquiry-driven marketing continues with confidence. Confidence does not arise from each test being successful. Rather, confidence arises from each test teaching something.
If you cannot identify what would invalidate your strategy, you have a strategy. You have placed a bet.
My approach to marketing has been influenced by my years of hands-on marketing experience and a science background, which has allowed me to get beyond the surface of what something appears to be versus its true workings. In all systems, there are relationships and connections; one decision will influence all future decisions. All components within a system do not exist independently, and no component exists independently for a brand.
I've applied this way of thinking to every strategic approach, each design option, and every client decision. If you know the process behind something, then the process itself will stand.
It Works.
Research entitled “A Scientific Approach to Entrepreneurial Decision Making” (Camuffo et al., 2024), indicates that companies using structured experimentation when making strategic decisions generate average revenue 26,000 euros greater than companies that do not use structured experimentation. Not because they received luckier results. Because they knew exactly what they were testing and why.
What Does a Falsifiable Hypothesis Really Mean?
A falsifiable hypothesis is a predictive statement that can be proven false. That’s it. If there is no circumstance under which your test fails, then you are not running an experiment. You are validating your beliefs.
Marketing often illustrates this more than many marketers realize. Saying, "we’re going to build brand awareness" is not a hypothesis. It is a direction. No floor exists. No deadline exists. No failure point exists. When results indicate no movement in brand awareness metrics, no opportunity exists for learning from it because no one defined what "no movement" means.
However, establishing a valid hypothesis completely alters that paradigm.
The formula for creating a strong hypothesis is straightforward: "If we [take specific action], then [specific outcome] will occur."
However, defining what disconfirms it is equally important as defining it.
Step 1: Identify All Variables Clearly
Begin by listing the two variables involved in your proposed marketing campaign:
- What you are doing? (independent variable)
- What you believe will happen due to your action? OR Why are you doing it? (dependent variable)
Action = independent variable
Independent variable refers to the action you take. This is the exact action you are taking. Not an example of “improving our social media,” but rather “running video ads on LinkedIn that specifically target nonprofit program director.”
Outcome = dependent variable
Dependent variable is the expected measurable outcome resulting from the predicted action. Example: not “increased engagement” – rather “a 15% increase in demo requests compared to our static ad baseline over the next thirty days.”
In addition, the more specific you establish both of these elements, the more valuable the resulting data will be regardless of whether the data supports or contradicts your initial assumptions.
Step 2: Determine Your Failure Threshold Prior To Launching
Most teams bypass this step and it is most likely the most critical element of the entire process.
Determine your failure threshold prior to launching. Identify the number, time frame and baseline you are using for comparison. For example: “if demo request numbers do not increase by at least fifteen percent over the next thirty days compared to the static ad control, then this hypothesis will be disproved.”
This sentence is accomplishing many tasks. It provides a mechanism to prevent goal post shifting after receiving poor results. It maintains accountability among your team members. Additionally, it provides you with tangible evidence upon which to pivot from.
Prior to beginning any tests, if you cannot write this sentence; you are not prepared to begin testing yet.
Step 3: Substitute Vague Words With Specific Operational Measurements
Although terms such as “engagement”, “interest” and “visibility” seem relevant and actionable, these terms provide little value as they cannot be measured. Each member of your team likely has their own interpretation of each of these terms.
Replace vague terms with something quantifiable.
Vague: “increase customer interest in our services.”
Operational: “increase Contact Us form submissions from target nonprofit segment by twenty percent over sixty days.”
The operational version establishes what needs to be tracked, whom this pertains to and when you will know if it was successful. Therefore, this is the version worth testing.
2. Show Your Team Behind-the-Scenes
As humans we are naturally curious beings. By showing us behind-the-scenes we allow our audience to view us as less formal and open with our processes.
Here are some ideas:
- Highlight individual employees. Take a picture of each employee with a brief fun fact about them.
- Show how your products/services are created. Document the process.
- Show non-formal events/occurrences. Document brainstorming sessions, messes on desks, etc.
- Allow your employees to shine, and celebrate the effort they put into working with you every day.
CAPTION
3. Refashion What You Already Have
If making up completely new content each week is too much, dig deep into what you have. Repurposing content isn’t lazy; it’s intelligent. Most of your readers didn’t read your original post.
In fact, according to SocialInsider.io, the average reach rate was 3.50 percent for Instagram and 1.65 percent for Facebook (SocialInsider.io) in 2025. This means that when you send a message to 100 followers on Instagram, most likely only 2-3 of those followers will receive the message. By using repurposed content from six months ago, you’re not being redundant. You’re providing the remaining 97% of your followers with a first view of the material.
Some examples:
- Turn blog posts into shorter social media posts. Take a tip, a quote, or a catchy headline.
- Divide longer video segments into smaller ones.
- Take an old post, possibly add current statistics, and publish it as a “new” post.
4. Ask Questions
Questions can be easily answered by polls or surveys — both create engagement opportunities for your audience and provide immediate feedback to you.
Examples:
- A survey regarding their overall experience.
- Fun/low-level engagement questions to keep the flow of conversation going.
Immediate feedback gives you insights to understand what topics your audience is currently concerned with.
5. Tell Your Brand Story
Storytelling creates emotional connections with your audience. It is not necessary to tell a flawless story, but a true one .
Here are some ideas:
- Where did your company begin? Why was it formed? What problems did you try to solve?
- Celebrate milestones. Anniversaries, releases of new products… these are all occasions worthy of celebration.
- Share stories of how your work positively impacted your clients/customers/users. Let them tell the story themselves.
6. Put The Spotlight On Your Community
Highlighting your community has two advantages: It makes your community members feel appreciated and it provides proof of the possibility of working together.
- Post a picture and quote of one of your community members and give credit where due.
- Use case studies to illustrate progress before and after photos.
- Incorporate customer reviews and positive comments as visual aids.
7. Focus on Teaching Something
As an educational post, you position yourself as a guide, versus simply a company.
Some ways to do so include:
- Quick tips or tutorials.
- Surprising facts. What’s ordinary to you might feel new to your audience.
- Infographics. Simplifying information into a single image to convey an idea.
Review the Hand-Outs, Reports, White Papers etc. you've created for your clients, volunteers or business partners. They can all be repurposed into social media posts.
8. Take Advantage of Seasonal Trends and Timeliness
When posting about timely topics related to your industry, you have the ability to expand beyond your current followers.
However, there are some things to keep in mind when taking advantage of trending topics:
- Don’t force it. If you don’t naturally relate to the trend, people will find it obvious and usually won’t follow.
- Not every trendy sound or visual style fits your target audience. What’s important is not how many people see your message but whether your message is relevant to them.
9. Celebrate Your Wins!
You should celebrate not only the big milestones. All of your accomplishments are worthy of celebration.
Some Examples of Posts You Could Create Include:
- Anniversaries.
- Follower Milestone Posts.
- New Partnership Posts.
- Project Completion/ Launch Post.
In addition, these types of posts create a great opportunity to express gratitude towards those individuals who helped support you throughout your journey.
10. Use Live Video or Interactive Tools
The biggest difference between live video and recorded video is that live video takes away the polish and brings presence. Presence is often more valuable.
Examples of Ways You Can Use Live Video Include:
- Q & A Sessions (quickly ask questions and receive answers)
- Behind-The-Scenes Views Of Projects
- Interactive tools such as Polls, Sliders and Question Boxes (Instagram Stories and LinkedIn) allow your viewers to interact with your content as opposed to passively viewing it.
Consistency Over Perfection
While having multiple ways to present your brand is nice, consistency is far more important than perfection. Don’t try to accomplish all ten items listed above. Instead choose 3 – 4 formats you believe are the best representations of your organization and use them. Using a simple format that you can repeat is better than using a complicated format that leads to burnout.
If this article has helped spark a thought process or changed how you see things, please post in the comments section. Some of the best articles we write lead into some of the most interesting (and informative) comments.
And if you're currently trying to navigate a marketing or design issue - That is exactly what I am here for. Do you have questions regarding developing your company's branding? Do you need a Content Plan that reflects your business? Or simply a fresh perspective on something you've been staring at for so long? Let's Talk. No obligation; No Pitch. Just an open conversation about where you are now and where you would like to be.
If this article has helped spark a thought process or changed how you see things, please post in the comments section. Some of the best articles we write lead into some of the most interesting (and informative) comments.
And if you're currently trying to navigate a marketing or design issue - That is exactly what I am here for. Do you have questions regarding developing your company's branding? Do you need a Content Plan that reflects your business? Or simply a fresh perspective on something you've been staring at for so long? Let's Talk. No obligation; No Pitch. Just an open conversation about where you are now and where you would like to be.
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Lionel Lowery
Marketing Strategist & Creative Lead
Lionel works with small and mid-size businesses and nonprofits across the Triad, including Winston-Salem, Greensboro, and beyond, to clarify their message, strengthen their brand, and build marketing systems that actually hold up. Through LIONEL.MKTG, he brings together digital marketing, social media strategy, and graphic design for organizations that are done guessing and ready to move forward.
