TL;DR: Define a customer and a recurring job in the country you want to serve. Separate evidence about the storefront, the language and the customer's actual context. Then test the local workflow and buying conditions directly.
In a snapshot covering September 28 through October 27, 2026, PainHunt added 17,610 insight records from app stores: 12,205 from the App Store and 5,405 from Google Play. Those are research records added during that period, rather than a count of new customers, purchases or reviews originally published in those dates.
That material can help you find questions to investigate. It does not tell you which country will buy a product. The step from a review to a local buying case needs its own evidence.
Keep the different meanings of location separate
| Information | What it can describe | What you should still check |
|---|---|---|
| Storefront or territory | The store context represented by the source | Where the intended customer operates |
| Review language | The language used in that review | Which market and workflow the person is describing |
| A country named in the text | The context claimed by the author | Whether it applies to your exact segment |
| A local interview | One person's described experience | Whether the pattern repeats among reachable buyers |
Apple's customer review attributes define a territory field for the App Store. In PainHunt's public-review collection, a country setting also determines which storefront is queried. Treat that as source context, rather than as a complete customer profile.
A shared language can span several markets. A person can also discuss a foreign product, use a different store region or describe work done by a company elsewhere. Preserve what you know and leave the rest open.
Write a narrower research question
“Does this country need a CRM?” is too broad to guide a useful investigation. Specify a role, a workflow and the current tools.
A hypothetical scope might be: small service businesses in one country that coordinate repeat appointments through messages and a spreadsheet. You can investigate what happens when an appointment changes, how staff share updates and who chooses the software.
The scope gives you a basis for selecting evidence. It also stops a result about an enterprise sales team from becoming accidental proof for a small local business.
Use the buyer and workflow checklist if the operator, manager and person approving payment are different people.
Search in the vocabulary of the work
Research the task, the workaround and the failure separately. People may describe the same job using an industry term, a local phrase or the name of an existing tool.
Read enough surrounding context to check what the complaint refers to. A translated keyword match can point you toward a source without resolving whether its customer segment, product version or business conditions fit your question.
For app reviews, compare the same product and a similar time period where possible. Keep track of which storefronts and languages you actually inspected. A larger count in one store can reflect collection coverage, product reach or review behaviour; it is not automatically evidence of a larger software market.
The app-store research guide covers selecting useful review patterns.
Verify what is local about the problem
For each relevant example, ask what would change if the same customer did the job in another market.
- Does the workflow require a particular language or document format?
- Are the existing integrations available to this customer?
- Is the complaint about the product generally, or a particular version or account setup?
- Can the intended buyer use the proposed purchase and payment route?
- Are there market-specific requirements that need checking with official sources?
A difference between store regions is a lead for research. It may turn out to concern distribution, support, a temporary defect or a genuine local workflow constraint. Establish which one before describing it as an underserved market.
Investigate the buying process locally
A download or review does not establish a paid subscription. Google Play's review guidance ties review eligibility to downloading the app; that is different from a purchase record.
Look for stated existing spend and ask the person responsible for the workflow how a comparable purchase was made. Find out who approves it, what they compare it against and what would make them delay or reject it.
A localized landing page can explain an offer. A supported pilot or another concrete commitment gives you additional information about whether that offer fits the customer's circumstances. Record the result and any reason the buyer gives for declining.
Handle sparse evidence honestly
Sparse public material can reflect a small customer segment, different terminology, private industry communities or limited coverage in the sources you searched. It can also reflect weak demand. An empty result alone does not distinguish these possibilities.
Choose the next investigation accordingly. Try the language and terms practitioners use, inspect a relevant local community or ask someone to show you a recent instance of the task. Keep a counterexample alongside the supporting material: an existing tool that works well, a tolerable workaround or a buyer who sees no reason to change.
Use Idea Validator to explore a bounded topic and the Pain Point Browser to inspect linked observations. Record the country-specific assumptions in a validation brief, including what your sources cannot establish.
A useful regional decision has a named customer, a recognizable job and a buying case you have investigated in that setting. Global complaint volume can help you begin the work; the local evidence determines the next step.