Introduction

This is the fifth year I’ve taught a class at Albright College. Every year I come back with whatever is actually happening in the industry right now — not textbook theory, not what worked in 2019. This year the topic was market research: how to get smart on a client’s business, market, and competition before you ever touch a website or write a headline.

The session was built around a real client engagement. A business came to us looking for a website and a marketing strategy. Before we pitched, before we built a single page or wrote a word of copy, we ran them through a structured research process. We won the deal. The research is exactly why.

That’s what I walked the students through. Not hypotheticals. The actual process, the actual tools, and the actual findings — including one competitor weakness that became a core positioning advantage for our client on day one.

I promised the students these resources would be available on the website. They are. Free. No form to fill out. Links are at the bottom of this post.

The Problem With Most Market Research

Most people open a browser, type something into Google, and start clicking. An hour later they have 40 tabs open, a head full of disconnected information, and no clear picture of what they actually need to know. That’s not research. That’s noise collection.

The real skill is not finding information. It’s knowing what information to find before you start looking.

That distinction matters more now than it ever has. AI tools like Claude, Gemini Deep Research, and Microsoft Copilot can execute 100+ targeted searches and synthesize a 25-page market intelligence report in two to three hours. But those tools are only as useful as the framework you give them. Garbage in, garbage out still applies — it just happens faster now.

A structured framework turns AI into a research team. Without one, it’s just a faster way to produce confusion.

The 8 Categories of Market Intelligence

Every client engagement we take on runs through eight research categories before any strategy work begins. Each category answers a specific business question. That’s the point — you’re not collecting data for its own sake. Every piece of research connects to a decision.

Market Size & Opportunity

Decision it drives: Is this market worth pursuing? How big can this client realistically get? Total addressable market in dollars, customer base size, average transaction value, growth trends.

For the client in this presentation — a residential roofing contractor in Southeastern PA — this translated to roughly 175,000 annual roof replacements in the region, with average job values between $8,900 and $22,000. And 82% of that volume is replacement work, not new construction. That single data point changes how you build a marketing strategy.

Competitive Deep Dives

Decision it drives: Where do we position? What can we say that they can’t?

Business profile and history, online presence, SEO rankings, review analysis — not just star ratings but the specific language customers use — messaging, positioning, and pricing signals. You can’t differentiate without understanding what you’re differentiating from. This is also where you find the weaknesses worth exploiting.

Additional Competitors

Decision it drives: Who are we really fighting for attention?

The competitors your client names aren’t always the real threat. Lead aggregators like Angi and Thumbtack frequently dominate local search results. National brands operate in local markets. This category maps the full competitive picture — not just the obvious players.

Lead Aggregator Landscape

Decision it drives: Buy leads, build owned channels, or both?

Which platforms are active in the industry, cost-per-lead by platform, competitor usage patterns, how much search real estate aggregators control. In some industries this category alone reshapes the entire channel strategy.

Customer Acquisition & Behavior

Decision it drives: What do we say, where, and when in the buyer journey?

Primary decision factors ranked, research behavior, trust signals that actually convert, typical sales cycle length. Marketing that ignores how people actually buy is wasted spend. One data point from our roofing research: 78% of consumers are more likely to contact contractors who show pricing on their website. That finding went directly into the website strategy.

Digital Marketing Landscape

Decision it drives: Which channels deserve budget? Where can we win?

Search landscape and keyword opportunities, paid advertising intensity and cost estimates, social media norms, content gaps. Understand the battlefield before choosing your weapons. This category tells you where competitors are strong and — more importantly — where they’ve left ground uncovered.

Industry Dynamics

Decision it drives: What timing and compliance factors must we account for?

Seasonality patterns, licensing and regulatory requirements, certifications that matter to customers, economic factors affecting demand. External forces shape what’s possible and when. Ignoring them means building a strategy on a foundation that shifts under you.

Positioning Opportunities

Decision it drives: What’s our angle? How do we win?

This is where strategy lives. Gaps in competitor coverage, underutilized messaging angles, underserved customer niches, quick wins versus long-term plays. This category synthesizes everything above into a concrete positioning recommendation. It’s not a research category — it’s the output of all the others.

What the AI Found: A Real Example

I showed the students the actual research output from the roofing client engagement.

A few findings that went directly into our pitch:

• One primary competitor charged a 3% credit card processing fee — but buried it in the fine print. Customers consistently mentioned feeling deceived in reviews. That became a trust and transparency talking point for our client on day one.
• The 78% pricing transparency stat shaped an entire section of the website strategy.
• Market composition data — 82% replacement versus new construction — drove the content strategy. You write very differently for a homeowner dealing with storm damage than you do for someone building new.

The full deliverable was a 25-page market intelligence report. It took two to three hours to produce using structured prompts and AI deep research tools. Not days. Two to three hours. That’s the point. The framework is what makes the speed possible. Without it, those same tools produce noise. With it, they produce something you can actually hand a client.

The Framework Works Because It Asks the Right Questions First

This is what I wanted the students to take away, and it applies equally to anyone reading this. The value of AI research tools is not that they find information faster. It’s that a well-structured prompt can replace days of manual research with hours of targeted output. But structured prompts require a structured framework. You have to know what questions to ask before you ask them.

The eight categories above are that framework. They work for B2C service businesses. They adapt to B2B and e-commerce with modifications. I’ve been running client onboarding through this process for years — AI has just made the execution significantly faster.

The students left with the framework, the prompt templates, and a real example of what the output looks like. You can have the same thing below.

Get the Resources

Both documents are available as free downloads. No opt-in required.

Market Intelligence Checklist

All eight categories with specific data points and the decision each one drives. Use this as your client onboarding checklist for every new engagement.

Research Prompt Templates

AI-ready prompt templates for each research category, plus a master prompt that runs all eight at once. Designed for Claude, ChatGPT, Perplexity, or any capable AI with web search. Copy, customize the bracketed sections, and run.

One More Thing

Every year I come back to Albright with something that’s actually working in the real world. The framework in this post isn’t theoretical — it won a client engagement. The prompt templates aren’t hypothetical — they produced a 25-page research report that became the strategic foundation for a real marketing build.

If you’re running a marketing agency, a development shop expanding into marketing services, or an in-house team that needs to get smart on a market quickly, this process applies directly to your work.

The checklist and templates are yours. Use them.