How I built a competitor intelligence system using Claude and Perplexity
From manual research to automated weekly reports — what changed, how long it took and what it now costs per month.
Coming soonAI-first Strategy Consulting
I help small and mid-size businesses in Europe, the Balkans and the US turn data and AI tools into faster decisions and real competitive advantage.
15+ years in marketing & media strategy · HSE lecturer · Based in Montenegro
The person behind the work
I started my career at BBDO Moscow — one of the world's top creative agencies. Over the next 15 years I moved through global media networks: GroupM, Havas, Media Instinct Group. I built strategies, ran analytics, consulted CMOs and taught marketing at HSE.
Then I decided to push further. I completed two certificate programs at UC Berkeley Extension — studying at 3 AM from Montenegro, working full-time. It sharpened how I think about data, strategy and business impact. UC Berkeley Extension published my story under the title "Turning Data Into Strategy."
For the last three years I have been deeply integrating AI into every part of my work — research, analytics, reporting, strategy development. Not experimenting. Building systems. The result: significantly faster output, higher quality of decisions, and a completely different scale of what one person can deliver.
That is what I now bring to small businesses — the strategic thinking of a large agency, the speed and leverage of AI, and the clarity that comes from 15 years of doing this for real.
Experience across
The problem
Every week there are new tools, new signals, new ways to compete. But as a business owner, you are already at full capacity — operations, team, clients, fires to put out. There is simply no time to track what is changing and figure out what to do about it.
The real cost of falling behind
Your competitors who adopt AI and data-driven strategy first will operate faster, spend smarter and price more aggressively. Not because they are bigger — but because they adapted sooner. The margin gap becomes structural. And structural gaps are hard to close.
AI is already changing what one person can produce, how fast and at what cost. This is not coming. It is here.
Most business owners know something important is shifting. Almost none have the bandwidth to act on it systematically.
The window to move first is still open. But it is closing.
I stay on top of everything that is changing — and I build systems that put it to work in your business. So you don't have to track it. You just move faster.
How it works
I work with businesses in an ongoing loop — not a one-time delivery. Each cycle makes the system sharper, faster and more valuable to your business.
I map your current business workflows, data sources, marketing activity and decision-making process. We identify where the biggest gaps and opportunities are — and where AI can create real leverage fast.
Output: opportunity map, gap analysis, priority list
I design AI-powered workflows tailored to your business: research, analytics, reporting, competitor monitoring, strategy. Alongside each workflow I show the projected impact — time saved, decisions accelerated, costs reduced.
Output: workflow system, prompt library, templates, projected ROI
We put the system to work. I support the rollout, help the team adopt the new workflows and make sure the tools are actually used — not just installed. This is where most AI projects fail. I make sure it doesn't.
Output: running systems, team onboarding, usage protocols
We measure what changed. What got faster. What got cheaper. What decisions improved. Then we go back to the top — with better data, sharper tools and a higher baseline. The system compounds over time.
Output: performance review, updated priorities, next cycle plan
Concrete deliverables
These are not consulting concepts. These are working analytical products — delivered on a regular schedule. All of them are built using AI agents, which makes the work significantly faster and more cost-efficient than traditional consulting.
Full audit of your business funnel based on Google Analytics data — combined with a media strategy that tells you where and how to invest next. Data in, decisions out.
What's inside:
Based on a full parse of competitor websites, social media and content — we build your brand strategy: where the open niches are, which one to claim, and how to communicate it across every channel.
What's inside:
Full cycle from market research to a ready-to-use communication strategy: who to talk to, what to say and where. Based on real data — not assumptions.
What's inside:
All the products above are already built using AI agents. This makes them faster and significantly cheaper to produce than traditional consulting. As a standalone product — I build the same agents and workflows for your business, so your team can run them independently.
What's inside:
Built on:
A single consolidated report covering all key business metrics — search demand, site traffic, conversions, media spend and ROI. One document, full picture, every week or month.
What's inside:
Thinking out loud
I write about what I actually work on — AI implementation, digital strategy, data systems and what's changing in the market. Real cases, real conclusions.
From manual research to automated weekly reports — what changed, how long it took and what it now costs per month.
Coming soonAfter auditing dozens of funnels, the same patterns keep appearing. Here's what they are and how to fix them fast.
Coming soonMost small businesses don't know where the open niches are. Here's a framework for finding them in one week.
Coming soonFollow on LinkedIn for new posts as they come out
Follow on LinkedInMy professional story was published by UC Berkeley Extension under the title "Turning Data Into Strategy."
Experience across BBDO Moscow, GroupM, Havas, Media Instinct and consulting for major brands.
Marketing analytics, attribution logic, media effectiveness, demand analysis, brand tracking and business impact.
Lecturer at HSE. Advisor to marketing teams, CMOs and business stakeholders.
If your business is ready to move faster and use AI as a real strategic tool — not a toy — let's talk.