Co_
Data analytics
Strategy Dec 6, 2025 7 min read

AI-Powered OSINT: How Local Businesses Are Finally Hearing the Voice of the Consumer

DZ
Dietrich Zeledon
Founder, Co_
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Open-source intelligence used to require a team of analysts. Now AI is democratizing access—and local businesses are discovering what their customers really think.

Data analysis
Intelligence gathering
Section 01

What Is OSINT?

Open-source intelligence is simply the practice of gathering and analyzing publicly available information. Nothing clandestine—just systematic collection and synthesis of what's already out there.

For decades, OSINT was the domain of intelligence agencies, hedge funds, and Fortune 500 companies with dedicated research teams. The rest of us got by with gut instinct and occasional surveys.

That's changed. AI has compressed what used to require a team of analysts into something a single person can do in an afternoon.

Section 02

For Businesses

For businesses, OSINT means systematically understanding what's being said publicly:

Reviews
01 Reviews & Ratings

What people say about you on Google, Yelp, Facebook, and industry platforms

Social media
02 Social Mentions

Conversations on Instagram, TikTok, Twitter, Reddit, local Facebook groups

Competitor analysis
03 Competitor Intel

What customers say about alternatives—and what gaps exist

Local community
04 Local Sentiment

Community discussions, neighborhood forums, Nextdoor threads

Industry conversations
05 Industry Talk

What professionals in your space are discussing, debating, predicting

All public information. The challenge was making sense of it at scale.

Section 03

The AI Shift

AI changes the equation in three fundamental ways:

AI processing
Natural Language Processing That Works

Modern AI can read a review and understand not just that it's negative, but why—whether it's about wait times, pricing, or service quality. It parses sarcasm and identifies themes across thousands of data points.

Synthesis at Scale

Instead of reading 500 reviews yourself, AI summarizes main complaints, identifies trending issues, and highlights quotes representing broader patterns. Days of work in minutes.

Accessible Interfaces

No Python or data science required. Ask questions in plain English: "What do customers in Coral Gables want that they're not getting?"

System Insight_

The customer is telling you exactly what they want.

The question is whether you're listening in the right places. AI-powered OSINT lets you listen at scale, across platforms, without the bias of direct inquiry.

// Unfiltered voice of the consumer

Listening to customers
Section 04

Practical Applications

Local businesses are using AI-powered OSINT right now to:

01 Identify Underserved Needs

A Coral Gables salon discovered through Reddit analysis that residents wanted late-evening appointments. They extended hours and captured a whole new customer segment.

02 Monitor Reputation Real-Time

AI-powered monitoring alerts you within hours when someone mentions your business—giving you a chance to respond before the narrative sets.

03 Understand Competitor Weaknesses

Reading between the lines of competitor reviews reveals opportunities. What are their customers complaining about that you could solve?

04 Track Sentiment Shifts

Community attitudes change. AI helps you see when neighborhood conversations are shifting so you can adapt before it's obvious.

Business intelligence
Section 05

The Bottom Line

AI has democratized access to intelligence that was once available only to organizations with massive research budgets.

Local businesses can now understand their market—the real, unfiltered voice of the consumer—in ways that weren't possible even five years ago.

The technology is here. The data is available. Your customers are already talking. AI just makes it possible to finally hear what they're saying.

Modern office

Want to hear what your customers are really saying?

Let's talk about how AI-powered intelligence can help you understand your market—and make better decisions.