How we research software and workflow claims

We separate verified product capabilities from our interpretation of who they fit.

Primary-source first

For current features, pricing, plan limits, and policy requirements, we prioritize official product pages, help centers, and platform policy documents. We date-check unstable claims and avoid filling gaps with assumptions.

Fit-based comparisons

We do not force every comparison into a winner. A review-first local business, a multi-location operator, and an agency reseller can rationally choose different tools.

No fabricated experience

We do not claim firsthand product usage, performance improvements, conversion lifts, or customer outcomes unless that evidence actually exists and can be documented.

Affiliate independence

Affiliate relationships are disclosed near endorsements and commercial links. We can earn a commission from HighLevel purchases while still presenting competing products and situations where another product may be a better operational fit.