in brief
- Competitor customer research helps identify category problems, alternatives, and buying situations to investigate.
- Competitors’ reviewers are not your customers or a representative sample of the whole market.
- Separate category hypotheses from company findings, compare buying contexts, and seek corroboration before acting.
Research competitors’ customers by examining their reported choices, experiences, and tradeoffs, then testing whether the same conditions apply to your business. The useful output is a category hypothesis with supporting evidence, not an assumption that another brand’s customers behave like yours.
A complaint about a premium detergent can be relevant to a budget brand without proving that either brand should change its formulation. The buyer’s washing routine, product expectations, price, and purchase channel may differ.
what can competitor evidence help you discover?
Look for the problem buyers hoped to solve, what they used before, what attracted them, and what disappointed them after use. Switching stories can show the alternatives actually considered, including options outside the product category you started with.
Keep concrete accounts separate from commentary about a brand. A person describing a recent purchase provides a buying situation. A person disliking the brand’s advertising provides an opinion. Both can matter, but they answer different questions.
A category pattern can justify investigating your customers. It cannot substitute for evidence about them.
research note from relvo
how do you avoid a misleading competitor comparison?
| comparison dimension | check before combining evidence |
|---|---|
| Use situation | Are people using the products for the same purpose? |
| Channel and geography | Were availability and service conditions comparable? |
| Product version | Does the account describe the current offer? |
| Price context | Was the purchase full-price, promoted, or subsidized? |
| Evidence type | Are you comparing purchases, testimony, or opinions? |
Do not combine different conditions merely because the products share a shelf. A convenience purchase at an airport and a planned household purchase may carry very different priorities. Preserve those distinctions in the analysis.
why does a recipe change matter to competitor analysis?
Domino’s 2009 recipe announcement described replacing elements of its core pizza. An account of an earlier recipe and an account of the revised product concern different offers.
The inference for research is straightforward: dates and versions belong beside findings. Old complaints may remain useful as history, but they should not silently become evidence about current product quality. A new scrape does not make the event new.
how should a finding be written?
hypothetical finding, not measured evidence
Some reviewers of a premium snack describe a mismatch between the promised protein benefit and their expectations. This suggests investigating claim credibility among relevant category buyers. It does not establish that your own customers distrust your claim, or that changing the wording will increase purchases.
Then record what would corroborate or challenge it. Your support exports might contain the same concern, interviews might reveal a different interpretation, or a product test might show that an assumed problem is limited to one use situation.
when should you commission primary research?
Commission research when a named uncertainty affects the decision and the existing evidence cannot resolve it. For a positioning change, recruit buyers facing the relevant choice. Ask what the claim means and what would make it credible. Avoid supplying the competitor’s complaint as the expected answer.
Collect through permitted sources, customer-provided exports, or appropriate partnerships. Public accessibility is not blanket permission to collect or republish every record. Attribute external claims while keeping personal identities out of the analytical presentation.
Read what reviews can tell you about demand before using review volume to justify a market claim.
Frame the question at market level first, then say what would be needed to answer it for your company. Bring that question to relvo.