Growth Move · Offer Expansion
Data or Insights Product
In one sentenceA data or insights product is a growth move that packages benchmarks, reports, audits or market intelligence into something buyers pay for as knowledge itself, built from what your work lets you see and others cannot, and worthless once it is common knowledge reformatted.
A data or insights product turns knowledge into a repeatable asset. It only works if you have proprietary insight people would actually pay to access. Repackaging what everyone already knows is not a product. It is a blog post with a price tag.
01 · The quick read
The verdict on Data or Insights Product, and who it fits
The verdict
Asset when the insight is genuinely proprietary
The opportunity is turning proprietary knowledge into a repeatable asset. The cost is repackaging common knowledge, which is a blog post with a price tag, not a product.
People pay for what they cannot find, not for what you summarized.
Best for
Founders sitting on data or insight others cannot easily get
Worst for
Founders reselling common knowledge as intelligence
Quick facts
| Capacity Required | Medium |
|---|---|
| Founder Dependency Risk | Low to Medium. Depends on how the insight is produced. |
| Time to Validate | 60 to 120 days |
| Capital Intensity | Low |
| Margin Risk | High. Very low delivery cost when the insight is genuinely yours. |
| Primary Question | Do we have proprietary insight people would pay to access? |
| Runs on | Product Model, Subscription Model |
02 · Make it real
How Data or Insights Product works inside an actual business
A data or insights product packages benchmarks, reports, audits, market intelligence, or trend analysis into something people buy for the knowledge itself. The value lives entirely in how proprietary and useful the insight is.
Different industries. Same move.
Pick the business closest to yours.
vCISO
A vCISO has run the same control assessment at dozens of mid-size firms. She anonymizes the findings, counts which controls companies swear are in place and are not, and sells the annual benchmark to insurers and boards. The catch: the number is only interesting while her assessment count keeps growing.
Author
An author who surveys every audience she speaks to has five years of answers to the same twelve questions. Sorted by industry and company size, that becomes a paid annual report her corporate buyers cite in their own decks. The talk sells the report; the report books the talk. It goes stale the year she stops asking.
Med spa
A med spa owner who tracks rebooking rates by treatment, injector and price point publishes an anonymized benchmark for other owners in her region. They cannot get it anywhere else. If she stops updating it, last year's numbers become this year's blog post, and nobody renews.
Accounting firm
A firm whose client list is heavy with restaurants can see food cost, labor and rent as a share of revenue across all of them. Anonymized and bucketed by size, that is a benchmark a restaurant owner will pay for and a bank will quote. The partner sells the comparison, not another hour of advisory.
Appliance repair company
An appliance repair company logs every call: brand, model, age at failure, part replaced. After a few years that log says which refrigerators die at year six and which washers never do. Property managers and home warranty companies pay for that report. The techs produce the data on every job; the owner just has to stop leaving it in the invoicing software.
Each one sells a count of what they already saw, not a summary of what anyone could read. What decides it is whether the insight comes from work you keep doing anyway, so the data refreshes without becoming a second job.
03 · The economics
How Data or Insights Product makes money
The first report costs you the hours to count what you already know. Every copy after that costs almost nothing, which is the whole appeal and the whole test: buyers only pay repeatedly for a view that stays scarce.
60 to 120 days
Time to Validate
Low
Capital Intensity
High
Margin Risk
A Growth Move is the direction. The money arrives through the Revenue Model it runs on. Data or Insights Product usually runs on Product Model or Subscription Model revenue. The Decision Room pairs the move with the model your business can carry.
Margin Risk. Very low delivery cost when the insight is genuinely yours.
Where the money comes from
- Product Model17 scored models
- Subscription Model12 scored models
Every model in these families is scored on Return and Personal Cost. Which one your business can carry is a Decision Room read, not a directory pick.
04 · The trade-offs
What Data or Insights Product costs you to carry
Repackaged common knowledge is not intelligence. It is content with an invoice.
Capacity Required: Medium Founder Dependency Risk: Low to Medium. Depends on how the insight is produced.
This move becomes a capacity trap when
- The insight is common knowledge repackaged
- Producing it requires constant heavy labor
- The data goes stale faster than you update it
- Buyers do not value it enough to pay
05 · The conditions
When Data or Insights Product makes sense, and when it does not
Before the ask
Which of these are true in your business today?
What has to be true before you make this move. Tick what is true. Nothing leaves your browser.
The product is the proprietary view, not the formatting around it.
When it makes sense
- You have genuinely proprietary insight
- Buyers would pay to access it
- It can be produced repeatedly
- The insight stays valuable over time
Sell the view no one else can offer.
When it does not
- Your insight survives a Google search. If a buyer can find it free in ten minutes, you have formatted content, not sold intelligence.
- Producing the report means stopping client work for a month. The margin this model promises disappears into the labor that creates it.
- The data ages faster than you can refresh it. A stale benchmark sold as current is a credibility problem with your name on the cover.
06 · The decision gap
What this page cannot tell you about your business
Would buyers pay for a view they cannot get elsewhere, or are you formatting common knowledge and charging for the layout?
Before you ask whether people would buy your insight, ask whether the insight is genuinely yours. Everything above is true of the move. None of it is evidence about your business. These are the questions only your own numbers, capacity and buyer can answer.
- The count
How many engagements, patients or jobs sit in your records today in a form you could actually count, compare and anonymize? Case notes in your memory do not count. Only your files know how much is really there.
- The ask
Has any client, insurer, lender or peer asked to see your numbers across clients, not just their own? Name the request. If nobody has asked, this page cannot tell you they will.
- The refresh
Does the data refresh because of work you already do every week, or would keeping it current become a second business? Your calendar answers that, not this page.
- Exposure
Can you publish what you see without a client recognizing themselves or a regulator objecting? That is a question for your engagement letters and your attorney, not for a directory page.
07 · The Decision Room
Can your business carry this?
Many kinds of businesses could make this move. They should not all make it the same way, or at the same time.
Whether yours should depends on the business you actually have: your buyer, margins, capacity, team, delivery model, systems, and how much of it still runs through you.
A good Growth Move at the wrong point in the business can still create expensive growth.
We read the move against the business you actually have: your buyer, margins, capacity, team, delivery model, systems, founder dependency, and the Revenue Model it would run on. Make it now, strengthen something first, or leave it.
$997, paid once. One 90-day direction, reviewed in 30-day decisions, starting with this one.
08 · Keep exploring