Competitor analysis should answer a product question, not produce a colourful feature grid. Begin with an authorised research packet, compare direct, adjacent, service, manual and do-nothing alternatives, then state the job, trade-off, switching burden, proof requirement, supporting source IDs or unknowns, and the implication for the proposed position.
Start with a completed, authorised research packet
Competitor analysis begins after the research question and source packet are complete. The packet should name the buyer, trigger, job and boundary, then give every authorised observation a stable source ID, URL or private reference, access date, scope and limitation. If those fields are missing, return to research instead of filling the comparison with assumptions.
Keep observations separate from hypotheses and preserve counter-evidence in the packet. Unknown is a valid input to the matrix: it identifies what still needs investigation without making the decision look more certain than the sources allow.
Map direct, adjacent, service, manual and do-nothing alternatives
The product with the closest landing-page language may not be the alternative a buyer would replace. Build the set around the job.
- Direct products serve a similar buyer and own most of the same result. Inspect their stated audience, entry point, workflow, boundaries and proof.
- Adjacent products solve one step or a broader process. A general operations suite may generate the needed output even if it is not positioned as a specialist tool.
- Services include consultants, agencies, bookkeepers and outsourced operators. Record the judgement, custom work and accountability included in the service before assuming it can be automated.
- Manual workflows include spreadsheets, email, shared folders, checklists and internal handoffs. Document why they persist: flexibility, low adoption cost, visible history or fit with existing approvals.
- Do nothing means the problem is tolerated, handled only after an incident or considered too minor to change. This alternative has no new setup burden, so the consequence of staying put matters.
Do not force one representative into each category if the authorised research does not reveal it. Conversely, do not omit a service or workaround because the intended product is software. The analysis is about the buyer’s available choices.
Compare alternatives by decisions, not feature totals
For each alternative, compare the job it completes, the trade-off or excluded use, the switching burden, the proof a buyer would need, the supporting source IDs or unknowns, and the implication for the proposed position. A raw feature count conceals these decisions.
Proof can include a supported input, source-row traceability, security documentation, an accuracy test, a reversible review step, service credentials or a sample output. Avoid a proof-heavy promise when you cannot define or demonstrate the test.
After filling the matrix, choose one target job and one main alternative to displace. State the trade-off the buyer must accept. A narrow product might support one export format and keep approval manual. That can be coherent if the manual review is valuable; it is not coherent if buyers require live synchronisation before they can act.
Turn the comparison into a first-version boundary
Name the completed result in operational terms. “Reporting for local businesses” is a category. “Turn one supported weekly export into an exception list that a coordinator can trace and approve” is a testable job hypothesis. It implies an input, output, actor and review state.
Write the excluded use with equal care. Exclude multi-entity approvals, regulated retention, custom analysis, mobile field entry or live integrations only when the chosen job can succeed without them. Exclusion is not a licence to ship an incomplete result. It distinguishes a deliberate position from a smaller copy of a broad incumbent.
Select a switching path that does not demand disproportionate change. A product might accept an export the buyer already creates, preserve source rows and run alongside the current process for one cycle. If adoption requires replacing the system of record, retraining several roles and migrating history, the switching burden is part of the product strategy, not a footnote.
Finally, list the proof you can supply and the scope you will not carry. If the position depends on speed, accuracy, security or reliability, define the claim and the test. If proof is unavailable, narrow the promise to an inspectable output and a visible human decision.
Source-to-decision matrix
Illustrative material only. The fictional alternatives and source IDs below demonstrate the comparison. They are not observations about real competitors or evidence of buyer behaviour. Replace every illustrative source ID with the matching authorised packet before using the decision.
Fictional boundary: one coordinator at a one-location repair business reviews a weekly job export. The decision is whether a narrow import-and-review product could displace the current manual process without requiring live operational integrations.
| Alternative | Job and trade-off | Switching burden | Proof needed | Supporting source IDs / unknown | Decision implication |
|---|---|---|---|---|---|
| Direct product | Connected recurring report; may require more setup than one export review | Connection, configuration and possible history migration | Supported systems, permissions and output fit | Illustrative SR-D01; setup effort and buyer fit unknown | Do not copy the integration scope; test whether the export boundary is enough |
| Adjacent suite | Broader operations; narrow review flow may already exist inside the suite | Existing team configuration and adoption | Whether the current module already completes the job | Illustrative SR-A01; current usage unknown | Reject the wedge if the installed suite completes the decision adequately |
| Service | Prepared report plus interpretation; self-service speed is secondary | Loss of context and accountable human judgement | Which decisions genuinely require expertise | Illustrative SR-S01; reason for purchase unknown | Keep interpretation manual unless evidence shows it can be bounded safely |
| Manual process | Visible weekly review; repeated handling may be tolerated for flexibility | Habit, trusted history and clear ownership | A permitted sample and an observed failure state | Illustrative SR-M01; failure cost and time spent unknown | Main alternative to displace only if traceability improves without hiding review |
| Do nothing | Handle exceptions only when noticed | No adoption cost | Consequence and urgency of missed exceptions | Illustrative SR-N01; all consequences unknown | Stop if the consequence is too small to justify a new workflow |
A competitor analysis is complete when each implication can be traced to a comparison row, each row points to source IDs or an explicit unknown, and every source ID resolves to an authorised dated observation in the research packet. The output is a bounded hypothesis and a list of unknowns for validation, not a verdict that demand exists.