- If primary needs are competitor website traffic, SEO, or keyword research, vendors such as Similarweb or Semrush may be more appropriate.
- If the organization cannot participate in anonymized/aggregated data sharing for legal or policy reasons, the vendor's benchmark value may be reduced.
- If the procurement process requires comprehensive, publicly documented benchmark methodology (for example, published cohort sample sizes, statistical methods, or confidence intervals) before trusting outputs.
- If enterprise identity controls (SSO/SAML/SCIM) and compliance artifacts must be available and publicly documented during procurement; public materials did not clearly document these capabilities in the sources accessed.
- If the primary requirement is an internal, governed BI dashboard rather than peer comparisons; an in-house warehouse + BI approach may better meet governance needs.