
AI Readiness Assessment vs an AI Pilot: Where Should Your Business Start?
An assessment tells you where AI fits and what blocks it; a pilot proves one use case works. Use this decision tree to pick the right first step, or combine them.
Decision Guide Consultancy
The right market research depends on the decision at stake. Free public data and desk research answer more than most teams expect; custom research earns its cost when the decision is large and specific.
The short answer: the best way to do market research is to start with the decision, not the research method. For early exploration and modest decisions, careful desk research using free public data, company filings, trade sources and your own customer data answers more than most teams expect. Buy syndicated reports when you need an established industry view, market size estimates or benchmarks quickly and the publisher covers your exact segment. Commission custom research when the decision is large, specific to your business and depends on evidence nobody has published, such as how a particular buyer group will respond to your offer. Many good decisions use all three in sequence.
DIY desk research (secondary research done in-house). Your team gathers and analyzes existing information: government statistics, company websites and filings, trade association publications, news, job postings, review sites and your own sales and customer data.
Syndicated reports. Research produced by a publisher and sold to many buyers: industry reports, market size and forecast studies, analyst coverage, panel data and benchmarks. You buy access to research designed for a broad audience.
Custom research. Research designed for your specific question and owned by you: customer and prospect interviews, surveys, pricing studies, competitor analysis, field research in new markets and feasibility assessments.
| Factor | DIY desk research | Syndicated reports | Custom research |
|---|---|---|---|
| Cost | Staff time; often no direct cost | From modest single reports to substantial subscriptions | Highest; scales with scope and sample |
| Speed | Days to weeks | Immediate on purchase | Weeks to months |
| Specificity to your question | Depends on available data | Low to moderate; written for many buyers | High |
| Exclusivity | None | None; competitors can buy the same report | Yours |
| Methodology transparency | You control it | Varies; check sample and method | You specify it |
| Best for | Exploration, sizing, competitor scans, hypothesis building | Industry context, benchmarks, investor-ready market figures | Major decisions, new offers, pricing, market entry |
| Main risk | Gaps, bias, inconsistent sources | Wrong segment definitions; outdated or opaque figures | Poor design; asking the wrong question; cost |

| Criterion | Desk research | Syndicated reports | Custom research |
|---|---|---|---|
| Evidence | Existing public and internal data | A published industry study | Evidence collected for your question |
| Specificity | Limited by available sources | Defined by the report scope | Designed around the decision |
| Resource cost | Staff time and source access | Report or subscription fees | Design, fieldwork and analysis |
| Best use | Exploration and shortlisting | Industry context and benchmarks | Important unresolved decisions |
| Main limitation | Gaps and inconsistent definitions | Segment fit and opaque methods | Design quality and scope |
| Ownership | Publicly available inputs | Shared with other report buyers | Commissioned findings |
Free and low-cost sources go further than many teams assume. In the United States, the Census Bureau's County Business Patterns program publishes annual counts of business establishments, employment and payroll by industry and geography, which is useful for sizing a business-to-business market in a region. The Bureau of Labor Statistics publishes employment and wage data by occupation and industry. Public company filings, trade association reports, competitor websites, pricing pages, job postings and customer reviews reveal how competitors position themselves and where they are investing.
Your own data is often the most valuable source of all: win and loss reasons, customer interviews conducted by sales, support tickets, web search queries on your site and the characteristics of your best customers.
Desk research works best when a skilled analyst documents sources, states assumptions and separates facts from estimates. Its weaknesses are gaps, inconsistent definitions between sources and the risk of finding what you hoped to find.
Syndicated research earns its price when:
Before buying, ask for the table of contents, the methodology section and a sample chart. Check the publication date and whether forecasts have been revised. Market size figures for the same "market" can differ widely between publishers because definitions differ; understand what is included before quoting a number.
Custom research is justified when the decision is significant and depends on information specific to your business:
A useful rule: the more expensive or irreversible the decision, the stronger the case for custom evidence. Spending a modest share of an expansion budget to avoid entering the wrong market is usually good value.
The following scenario is invented for illustration.
A B2B equipment maintenance company considers expanding into a neighboring state.
The desk research showed the market was large enough; the interviews revealed that buyers valued guaranteed response times more than price, which reshaped the entry offer.
| Situation | Suggested approach |
|---|---|
| Early idea; deciding whether to explore further | DIY desk research |
| Board or investor needs a market context slide | Desk research plus a carefully checked syndicated figure |
| Choosing between two or three markets to enter | Desk research to shortlist, custom interviews to choose |
| Launching or repricing a core offer | Custom research, possibly including a live test |
| Ongoing competitor monitoring | Structured desk research on a regular schedule |
When Growix may not be the right fit: if you need a large quantitative survey with a nationally representative consumer sample, or continuous panel data, a specialist research agency or panel provider is the right supplier. And if a decision is small and reversible, a short internal desk review may be all it needs.
There is no standard percentage to spend on research, but the logic is simple: compare the research cost with the cost of being wrong. If a market entry would commit a year of salaries, leases and marketing, a few weeks of interviews that could change or stop the decision is cheap insurance. If the decision can be reversed next quarter at little cost, a short desk review and a small live test are usually better value than a formal study.
Before approving a budget, write down what result would change the decision. If no plausible finding would change it, the research is confirmation, not evidence, and the money is better spent elsewhere.
Competitor research should rely on public and legitimately obtained information: websites, pricing pages, filings, published case studies, job postings, reviews, trade show materials and conversations with customers who choose to share their experience. Avoid misrepresenting who you are to obtain information, and do not ask new hires or candidates to share a former employer's confidential material. Apart from the legal risk, evidence gathered that way is hard to use openly in a board paper.
Research only creates value when someone acts on it. Ask for findings in a short decision memo: what we learned, how confident we are, what it means for the decision and what we recommend. Record the assumptions the research supported or disproved, and revisit them after launch to check whether the market behaved as expected.
Research is usually described as secondary, which uses existing information such as government statistics, filings and reports, or primary, which collects new information through interviews, surveys and tests. Syndicated reports are secondary research sold to many buyers; custom research is primary research designed for your question.
Desk research mainly costs staff time. Syndicated reports range from modest single reports to substantial subscriptions. Custom research costs the most and scales with scope and sample size. Size the budget against the cost of making the decision wrongly.
Start with your own data, such as win and loss reasons, customer interviews, support tickets and site searches, then use free public sources like Census County Business Patterns, Bureau of Labor Statistics data, competitor websites, job postings and reviews. Add a small number of customer interviews before any large spend.
Write down the decision, the date it must be made and the three questions that would most change it. Then check what your own data and free public sources can answer before paying for anything.
Growix's Market Research & Competitive Intelligence team assesses markets, industries and competitors so decisions rest on evidence, and our Business Expansion & Market Entry team tests feasibility and plans specific geographic moves. For turning research into an annual plan, see 2027 growth planning for B2B SaaS.