Research Methodology
Benchline Reports evaluates categories by defining buyer intent, collecting visible evidence, comparing options against practical criteria, and documenting limitations.
Research inputs
Depending on the category, research may include public websites, product documentation, pricing pages, review profiles, customer proof, interviews, submitted materials, community discussions, marketplace listings, search results, and editorial review.
Evaluation criteria
Criteria are chosen for the specific category. Common criteria include category fit, service scope, implementation requirements, proof quality, pricing clarity, support model, trust signals, geographic coverage, integrations, and suitability for different buyer types.
| Criterion | What it checks | Evidence examples |
|---|---|---|
| Category fit | Whether the option actually serves the buyer's intended use case. | Service pages, product docs, category pages. |
| Proof quality | Whether claims are supported by visible, specific evidence. | Case studies, dated reports, reviews, customer examples. |
| Buyer clarity | Whether a buyer can understand scope, pricing signals, and tradeoffs. | Pricing pages, FAQs, comparison pages, onboarding notes. |
Limitations
Benchline Reports does not claim to inspect private company data unless a report explicitly says so. We do not invent statistics, awards, customer claims, or endorsements. Every report should distinguish documented facts from editorial interpretation.
Updates
Reports should include publication or last-updated dates. Material updates may be made when category conditions change, new evidence is reviewed, or errors are identified.