I’ve been hearing a lot of anecdotal stuff about consumer behavior in LATAM—‘Brazilians like lifestyle content more than Mexicans,’ ‘LATAM consumers are more price-sensitive,’ ‘TikTok crushes Instagram in Mexico’—but I have no idea if any of this is actually backed by data or if it’s just the kind of marketing folklore that gets repeated until it sounds true. I work for a mid-size e-commerce company, and we’re about to make some significant budget allocation decisions for LATAM markets, so I really need actual data, not hunches. Are there any reliable sources for consumer behavior data comparing Mexico, Brazil, Colombia, and Argentina? What does the data actually say about platform preferences, purchase intent, content consumption patterns, and price sensitivity across these markets? And more importantly, how do I know if data I find is actually credible or if it’s biased toward certain platforms or agencies? I’ve found fragments of data here and there—some reports on TikTok usage, some on Instagram engagement rates—but I haven’t found a comprehensive picture. Has anyone built a data-driven strategy for LATAM expansion based on actual consumer research?
This is great that you’re asking for data instead of relying on hunches. What I’ve seen work well is talking directly to creators and community managers in each market—they’re sitting in these communities and they see patterns that data reports miss. But you’re right that you need actual data too. I’d recommend starting with public data sources like Statista, DataReportal, and We Are Social’s reports on social media usage by country. They publish regular reports on platform usage, demographics, and engagement patterns in LATAM. Then, layer in conversations with local creators and agencies to fill the gaps. The combination of data plus local insight is powerful. And honestly, the fact that you’re asking these questions puts you ahead of most brands. A lot of companies just guess and hope it works out.
Also, if you want to go deeper, consider commissioning a custom research study with a local research firm in each market. I’ve seen brands do this and the ROI is incredible because they have competitive intel that nobody else has.
For sources, I trust DataReportal, Statista, and ecommerce-specific research from firms like Euromonitor. Also, platform-provided insights—YouTube and Meta both publish market reports. And get on industry newsletters like Stratechery or The Next Big Thing that often cover LATAM developments. Don’t rely on a single source. Cross-reference everything.
I’m doing this exact process right now for expansion into LATAM. Here’s what I’ve learned: public data is useful as a starting point, but it’s often 6-12 months behind reality. Consumer behavior in these markets moves fast. So yes, start with public data, but validate with real people. I’ve been running surveys with 200-300 consumers in key cities in Mexico, Brazil, and Colombia, asking about their social media habits, purchase intent, price sensitivity, and content preferences. It costs maybe $3,000-$5,000 per market to run a good survey, but the insights are current and specific to your product category. Do that and suddenly the data-driven approach becomes real. Also, platform data is super valuable—Meta gives you audience insights if you’re advertising. Use that even if you’re small. Run test campaigns with relatively low budgets, track everything, and use the learnings to inform your bigger strategy. That’s data-driven in a practical sense.
From an agency perspective, we have access to proprietary data from managing campaigns across LATAM, and here’s what I can tell you: the data sources you’d want are Mediavalet, Hootsuite’s social reports, Think With Google’s insights, and directdata from platforms themselves. But honestly, the most valuable data comes from running campaigns and measuring performance. I counsel clients to allocate 10-15% of their initial LATAM budget to testing and learning. Run multiple campaigns across different channels, content types, and messaging in each market, track everything meticulously, and use that data to make bigger bets going forward. It’s the most expensive way to learn in the short term, but the highest-confidence way to make decisions. Also, work with a local agency that has historical data on consumer behavior in that market. They’ve run campaigns and can tell you what actually works.
One more thing: be skeptical of any single data point that claims to represent an entire market. Consumer behavior is segmented by income, education, age, urban vs. rural, and a dozen other factors. The right way to think about this is through digital personas, not market-wide generalizations.
From a creator perspective in Brazil, I can tell you some things that might not show up in the data. We’re super into authentic, behind-the-scenes content right now. Polished content feels corporate and disconnected. Messy, real content performs way better. That might not be in the topline statistics, but it matters. Also, the timing of content matters—not just what time you post, but what’s happening in the culture that day. A brand that can jump on cultural moments and trends will crush it. Static, pre-planned content will underperform. So yes, look at the data, but also stay close to the community and what’s trending in real-time.
Document your data sources and update them quarterly. Consumer behavior changes fast, especially in emerging markets. What’s true today might not be true in 6 months.