Methodology & neutrality

Where the data comes from

Each field comes from the vendor's own public pricing or product page, rendered in a real browser and saved as text on the date shown. Third-party reviews are never used as a source for prices.

If a page doesn't state something (an API, white-label, a price), the field is marked UNKNOWN. We don't infer or guess.

How often

Weekly. A script re-renders every pricing page, extracts prices and limits, and diffs them against the previous snapshot. A person reviews each detected change before it reaches a profile or the log.

Neutrality rules

• No vendor writes, edits or approves content here.
• Table order is alphabetical or user-sorted. It can't be bought.
• Featured listings and sponsorships are labelled "Sponsored", sit outside comparison tables, and don't change any data.
• Affiliate links, if used, are disclosed on the page and don't affect order.
• Vendors can submit corrections with a source link. We publish corrections, not marketing copy.

Segments

Budget, Mid-market, Enterprise, SEO suite add-on, Agency-first: a rough grouping by entry price and audience taken from vendor pages, used only for filtering.