No Owned Data? No Problem: Break Into Strategy with ChatGPT

No Owned Data? No Problem: Break Into Strategy with ChatGPT 5 Smart Ways to Use ChatGPT to Break Into Marketing Strategy Without Owned Data Access

5 Smart Ways to Use ChatGPT to Break Into Marketing Strategy Without Owned Data Access

By: Emily Zimmer, Sr. Brand Strategist at Avenue Z

One of the most common questions I get from students or young professionals is: How do I break into strategy when I’ve never worked with data or owned a platform login?

When building one of your first marketing strategies you’re often starting with only owned data, internal goals, and maybe some ad performance history. However, that’s only half the story. The other half? That comes from the world. Consumers. Competitors. Trends. Whitespace. And unless your first client is working with a full consumer insights team or has access to expensive tools like GWI or Mintel, you’re expected to fill in that half yourself—fast.

This is where AI, especially ChatGPT, can help. When used strategically, it becomes a supercharged research assistant, helping you accelerate strategic alignment, establish smart benchmarks, and test your thinking.

Below are five use cases where GPT can support stronger strategy development—especially when you’re early in your career, working on portfolio samples, or building a case for your pitches with limited resources.

⚠️ Heads up: ChatGPT isn’t a replacement for real data. Always cross-check your findings when not sourced with trusted sources like Statista, SimilarWeb, Pew, or platform-native tools. Use AI as a supplement to your work, not a shortcut past due diligence.


1. Instant Market & Category Research (to Understand the Playing Field)

Whether you’re diving into a new industry or building a campaign from scratch, understanding the broader market is essential. GPT can help you map emerging trends, consumer behaviors, and whitespace opportunities—fast.

Sample Prompt Template: “Conduct a market overview of the [industry] space in 2025, focusing on growth trends, emerging subcategories, audience behaviors, and top brands or disruptors. Cite sources or reference publicly available data where possible.”

Pro Tips:

  • Ask follow-up questions like: “What is fueling growth in [subcategory]?” OR
    “How has consumer behavior in this space shifted since 2022?”

  • Use live research mode (in GPT-4 with browsing enabled) by adding:  “Use live research from the past 12 months to inform your answer.” (This prompts GPT to pull data from real-time sources where available.)

Use these scans to quickly build a directional POV on where the brand stands in its category and where the white space is—this is perfect to stakeholders or hiring manager that you understand the importance of being at pulse with the brands positioning. 


2. Persona-Powered Strategy Testing (to Pressure-Test Messaging)

When you don’t have access to focus groups or audience testing, a custom GPT can help you pressure-test ideas by simulating your persona’s mindset. It’s a smart way to validate tone, messaging, and channel fit—especially for portfolio work or client concepts on a tight budget.

Sample Starter Prompt:  “You are now [target persona]—a [demographic] who [key behavior or mindset]. You care about [core concern] and are active on [platform]. I’m going to share a few tactics—respond in character and tell me what resonates and why.”

Pro Tips:

  • Build a detailed persona first:  “Create a persona for a [demo] with [goal/mindset], including values, content habits, and objections.” Optional: send consumer research reports of the demographic with this prompt to guide it to align with your source or truth / benchmark.
  • Then test concepts:  “Would this persona respond better to urgency or emotional storytelling?” OR  “Which of these headlines is stronger and why?”

This doesn’t replace real testing, but it’s a fast way to pressure-check if your thinking is directionally sound. 

I recommend building a custom persona GPT by feeding it consumer insight reports or even social listening data to ground it in your baseline knowledge of that audienceS behavior, then ask it to supplement that with live research on that outlined consumer. 

When throwing ideas by it, always ask it to explain what’s driving its response—that’s where the strategic gold is. This level of alignment stands out in portfolio work, shows sharp thinking to hiring managers, and earns buy-in from stakeholders.


3. Competitor & Positioning Scans (to Map the Landscape Fast)

Understanding how competitors show up is critical for strong positioning. Even without real-time research tools, your strategy doesn’t have to be uninformed—GPT can help you build a directional read and surface whitespace, tone, or channel insights.

Sample Prompt Structure: “Who are the top 5 direct and indirect competitors to [brand/product], and how are they positioning themselves? Include tone, channel usage, offers, and target segments.”

Pro Tips:

  • (Warning – This is a hit or miss prompt) Ask for channel-specific insights: “What messaging are they using in paid ads on TikTok vs. Instagram?”
  • If GPT doesn’t have access recent data, do a quick scan using:
    • Meta Ad Library → View active ad copy/creatives
    • TikTok Creative Center → Identify trending competitor ads
    • SimilarWeb or BuiltWith → Uncover traffic sources and tech stack
  • Once you’ve gathered your own observations, plug them back into GPT: “Synthesize positioning insights from [Competitor A, B, C] and highlight differentiation opportunities.”

This helps you connect patterns and add depth to your takeaways. You’ll start spotting voice gaps, offer overlap, or underused channels— all great material for building positioning decks or creative brief samples.


4. Build Strategic Benchmarks (When You Don’t Have the Data Yet)

One of the hardest parts of working without platform access or historical client data is figuring out what good looks like. Whether you’re building sample strategy work or trying to guide a small business client, GPT can help you generate directional benchmarks rooted in data for KPIs, performance expectations, and campaign structures.

Sample Prompt Structure: “For a brand in the [category] targeting [audience], what are common success KPIs and performance benchmarks across [channels: Meta, YouTube, TikTok, Email]? Include ROAS ranges, engagement rates, and conversion metrics where applicable.”

Pro Tips:

  • Ask for archetype-based benchmarks: “What does success look like for a mid-stage challenger brand in this category?” OR  “What are typical Meta CTRs and CPA ranges for DTC brands targeting [audience]?”
  • Try model campaign formats too:  “What’s the standard structure of a product launch email for a wellness brand in 2024?”

This gives you a reference point when performance data is missing or goals are vague—whether you’re presenting strategy to a client or building your own case studies. A grounded strategy speaks the language of success early, even when you’re still learning what the benchmarks should be.


5. Synthesis & Insight Extraction (to Organize the Chaos)

Finally, strategy often lives in the messy middle through feedback, brainstorm notes, coffee napkins, scattered insights, etc. all needing to be shaped into something clear and actionable. GPT can connect the dots and turn chaos into concise, actionable direction.

Prompt Template:

“Here’s a summary of [focus group notes, survey responses, Slack messages, picture of copy napkin]. Identify 3 key themes and provide 1 recommended strategic action per insight.”

Pro Tips:

  • Paste in up to 10,000 characters of unstructured input at once.
  • Then prompt:  “Cluster this into themes and summarize each one in no more than 2 sentences.” OR  “What strategic action steps would you recommend based on this synthesis?”

This is especially helpful, in a pinch like in fast-paced post-campaign reviews, brainstorms, or when reconciling messy qualitative feedback into usable direction for creative, UX, or media teams. Use a GPT to store the feedback and connect the dots. 


Strategy Is Part Math, Part Magic.

Strategy is rooted in data, and data isn’t always gated—for those breaking into the industry AI can be a powerful research tool to position your strategic expertise or level-up limited budget strategies. 

It won’t do the strategic thinking for you, but it will help you explore ideas faster, connect dots, and sharpen your POV. Strategy is half the data you’re given, and half the data you distill from the world – GPT helps you access that second half—just don’t forget to bring your own perspective to the process. 

The opinions expressed in this article are the writer’s own and do not reflect the views of Ad 2 or AAF.

This article is written by a volunteer writer for Ad 2 Orlando.

Non-Traditional Ways to Get a Job: Part I

How a Wallet Could Land You Your First Job

How a Wallet Could Land You Your First Job

By Michael Ortiz de Villate (August 30, 2017)

To work in creative, you need the wow-factor, that one thing that will help you stand out from other qualified candidates. You could be the most talented graphic designer in your school or region, but someone else could have one teeny-weeny advantage.

To avoid the challenges most graduates had to land their first jobs, Tuesday Poliak came up with an ingenious way to land herself a callback from every creative director she aspired to work for. Tuesday Poliak is currently executive vice president and chief creative officer of Wunderman D.C., a leading global digital agency. Poliak Graduated from the Art Center College of Design in Pasadena, Calif., in 1994, a time where digital portfolios were non-existent. It was a heavy price to pay to print out a portfolio, which meant most could only print one or two to send out to an agency. Poliak found a way around that and was able to print her portfolio not just once but eleven times at a low cost.

Poliak got every creative director to pursue her by shrinking all of her work down to the size of a wallet. In fact, Poliak created 11 unique wallets that looked like they belonged to each of the creative directors they were assigned to. Inside, she created a realistic version of their driver’s licenses and placed examples of her work inside the photo sleeves. Where bills would normally go, she put larger ads. In the back was a phone card with her contact information, alongside her resume (made to look like an American Express card) and her school ID (to show them her educational background).

The trickiest part for Poliak was getting past reception in order to drop off the wallet — to literally drop it off somewhere random in the office. Poliak would leave it lying around for an employee to find and deliver to the creative director.

After all was said and done, Poliak successfully got a call from every creative director she reached out to and accepted her job with TBWA/Chiat/Day Venice as an art director. We’d call that a job well done.

Tell Us What You Think!

What do you think about Poliak’s method of acquiring a creative role? Tell us on social media!  

Join the 2016 -2017 Ad 2 Orlando Board!

Do you like planning events, learning more about email marketing or managing social media? Are you just looking to gain new skills and make yourself more marketable to your current employer while having a good time?

If you answered yes and you’re looking to get more involved with some pretty awesome young professionals (32 & under, of course) we are now recruiting for the 2016 – 2017 Ad 2 Orlando Board of Directors. We are looking for Programs, Social Media, Fundraising chairs and more. Interested in getting involved? Fill out our application below:

How To Land a Marketing Job in Orlando

By: Tim Mehta, Public Service Marketing Lead & Marketing Strategist at Designzillas

There’s two types of people that absolutely need to read and bookmark this post.

  1. You just graduated college. Whether it’s UCF, Full Sail, Valencia or somewhere else around here. You’ve interned at a couple agencies, you’ve attended some networking events, or maybe neither. You feel like you’ve done what you need in order to land a job. But you still don’t have one lined up.
  2. You graduated college a couple years ago. You’re pretty disappointed (or straight up unhappy) with your career choice. Now you’re trying to transition into the Orlando marketing world. But you don’t know how.

I could easily say “relax, this post has you covered” but I’m not going to lie to you like that.

Orlando is riddled with young professionals hoping to become the next Gary Vaynerchuk or Seth Godin (If you don’t know who either of those people are, you are not on the right track. Google them as soon as you’ve finished reading this sentence).

But just because the volume of competition is high doesn’t mean you should lose hope. Orlando hosts so many different businesses and companies that there is always opportunity.

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On Indeed alone there are almost 3,000 jobs that employers are looking to fill as of one-minute ago.

On top of that, Orlando was crowned with the highest rate of net job creation in 2015.

But no, I’m still not going to tell you to “relax, this post has you covered.” What I’m trying to say is to not lose hope so quickly.

Before we dive into these juicy tips (sounds kinda gross), let’s take a guess of some of the thoughts that you’ve been having as a frustrated marketing job hunter.

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  1. I keep getting rejected because I don’t have “enough experience.”
  2. How the hell can I get experience if no one will give me a shot?
  3. I just need that one first job and then it’ll be easy from there.
  4. Even entry-level jobs are looking for 2-3 years of experience. It doesn’t make sense!
  5. I will take any marketing job at this point, I’m getting desperate.
  6. I’ve submitted my resume and cover letter to like 20 places and I haven’t heard back. What’s the deal?!
  7. What miracle do I have to pull to get a damn interview?
  8. Just because I don’t have experience doesn’t mean I wouldn’t rock that role (get it? rock…role…).

Believe me, I’ve been there. Three years after I graduated UCF, I decided to take the leap from a finance career into marketing.

Thanks to all the mistakes I made along the way, it took me a whole year to find a job.

But I don’t want the same thing to happen to you.

Listen. Literally. Say this out loud and listen to the words. “Stop. Complaining. Start. Gaining.”

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For every bit of energy you spend complaining, you are wasting valuable time that you could be gaining. By gaining I mean gaining experience, gaining relationships, gaining knowledge, just getting gains!

Their Perspective

For business owners, it doesn’t make sense to hire someone with no experience. I mean, it’s a huge risk and cost to hire a new employee.
You’re a stranger, they’ve never heard of you, you don’t have directly relevant experience, and nobody recommended you. Admit it, you wouldn’t even hire you.

So what can you do? Well, this first tip is pretty obvious, but it’s the “how” part that’s the challenge…

1. Find any opportunity to gain experience (yes, I said “gain” again)

Intern

If you’re still in college, or if you can afford to, you need to find an internship and jump on that ASAP.

When you get there, you need to impress. Don’t just get stuck doing administrative work or fetching coffee for people. Ask every person you can to sit down with you and show you what they do.

And don’t just talk shop either. Ask them about what they like to do outside of work, their favorite food, whatever you can think of.

You don’t want to leave an internship with zero connections. People will remember you better if you engage in conversation beyond work. Find something that you have in common and chat about it.

Continue to ask for learning opportunities. Seriously, keep asking to learn everything you can until someone tells you no. Don’t be annoying, but be a little annoying.

Nobody is going to come and find you and ask you if you want to learn something, you have to take the wheel.

Volunteer

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Maybe you’re in your mid-20s and you can’t afford to intern during work hours because you have a full-time job.

No worries. There’s plenty of volunteer opportunities out there where you can get your feet wet.

Reach out to local non-profits and ask if they’d like some help with their marketing. The more specific you are about how you’d like to assist, the better.

The beauty of volunteering is that you can discover what you enjoy and what you’re good at. Spend 2-3 hours a week of your own time on these types of opportunities.

Now it’s much more difficult to individually reach out to organizations who need volunteer help. I highly suggest reaching out to Ad 2 and asking about the Public Service team. You don’t need to submit a resume or go through any interviews. If you want to help, you can.

This is actually how I got the experience that I needed. I volunteered for Ad 2’s Public Service team and worked on a campaign for Save The Manatee Club in 2015. The results and references that I got from this project were the direct reason I landed my first marketing job.

It’s the easiest way to get experience that you can slap those employers in the face with and say “YES, I do have experience.”

2. Attend keynotes, events, trade shows. Get your face out there.

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The word networking sounds so… dirty. That word triggers visuals of stock-photo-business people shaking hands in a well-lit room. Don’t think of that word.

Think of it as becoming familiar.

Your resume is just a piece of paper with a bunch of letters on a word doc. You need to make yourself familiar.

Science has proven that people are more inclined to like you (or call you back for an interview) if they recognize you. It’s called the “familiarity principle.” It says that “the more often a person is seen by someone, the more pleasing and likeable that person appears to be.”

For example, after you attend a keynote, stick around and mingle among the attendees. Talk about the topics of the conference, ask them questions about what they do and try to connect on any level possible.

Here’s a common mistake people make: familiarity events (see what I did there) are NOT about trying to impress people. It’s about finding commonalities and connecting with people. The “impressing” part is for later.

You have to be as authentic and genuine as possible during these events. People are attracted to that.

Let me give you an example. I went to a forum event where they had several expert speakers engaging in a discussion. Afterwards, everyone was mingling and chatting with some of the forum speakers. One of them was wearing a hat with the Florida State flag on it.

This yuppie-looking fella walks up (T-shirt, jeans and blazer) and says “Oh I bet my generations go further back then yours in Florida. Let me just put it this way – my last name is Primrose. I think my grandpa was the mayor or something like that.”

If you have ever heard a real car crash, try to re-imagine that sound right now. This type of forced self-promotion is a big no-no.

The point of attending these things is to find opportunities, not to try and create them on the spot.

It’s always good to prepare for these types of things. In the week leading up, listen to some marketing podcasts or read up on what’s going on in the marketing world (which you should be doing anyway).

The more knowledge you can drop, the better. If you can bring up a perspective or insight about something marketing-related that the other person hasn’t heard of before, it will be 10x more impressive than being named after an old mayor.

3. It’s not who you know, it’s who you reach out to.

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Don’t forget to re-connect with people you already know or reach out to meet some new people.

If you had a course with a group project, reach out to some of those fellow students to see if you can get them to write up a recommendation for you on LinkedIn or even as a job reference.

For what little experience you do have, you want to leverage it as much as possible. There’s no better way to do this than establishing social proof. Once you have real people vouching for you, your credibility (and likeliness of getting hired) skyrockets.

But before you ask them for anything, do something for them. Write them a LinkedIn recommendation, share something they’ve done, or provide them with an article you recently read that you think they might find interesting. You want to give before you ask.

If you know the person well enough, they might be willing to do you a favor without receiving one first.

Just remember, reciprocity is a powerful thing. Bonus points if the favor you originally give requires more effort than the return favor you are asking from them. If they really like you, they will try to “out-do” your original favor, which is the best you can hope for.

Conclusion

You’re going to find yourself in a cycle. One where you look back 6 months and say “what the heck was I thinking?” This is a good thing.

If you’re looking back that far and NOT saying that, then you aren’t growing or adapting. If you’re doing it right, you’ll constantly be learning better ways of starting and advancing your career.

Try to catch yourself every time you are complaining about your job hunt and say “stop complaining, start gaining.” There is no secret formula for success, everyone’s path is different.

But the one thing I can guarantee you is that nobody has ever reached their goals by stressing themselves out. They did it by getting out there and gaining (that’s the last time, I swear) experience, knowledge and connections.

Good luck on your hunt, and please remember to bookmark this post for the next time you find yourself struggling to find a marketing job in Orlando.