Which sources count
Prices, plans, features and limits come from each vendor's own pages: pricing, documentation, changelogs, status pages and terms. Company facts such as funding come from the company's own announcements, public filings or established press, and the page names who reported them.
A headcount or traffic figure appears only when a public source publishes it, and it is labelled as that source's estimate with the date. No headcount or traffic figure is invented or derived. Chatbot answers, unattributed social posts and numbers without a source are not used.
Dates on every page
Each comparison shows the date its facts were checked, and its source table shows the date each source was read. Vendors change prices and plans often, so read every fact as true on that date.
Screenshots and videos
Screenshots come from public pages, such as a vendor's website, pricing page or docs. Each caption says where the screen came from, when it was captured and whether anything was cropped or blurred. If a page ever shows screens from an account I set up myself, its caption will say so.
Official vendor videos are labelled as the vendor's own material. They load from YouTube or Vimeo only after you choose to play them. Illustrations are labelled as illustrations and never stand in for a product screen.
Scores and n/s
Comparisons can use a scorecard with five weighted pillars: interface (25), capability for the job (30), cost (15), technical fit (15) and vendor transparency (15). A pillar that was not tested is marked n/s, which means not scored. Its weight is removed from every total, so a total reads like "60 of 70 scored points". Nothing gets a default score.
Many pages have no score at all, because nothing was tested hands-on yet. Those pages compare documented features and published prices and say so at the top.
Funding, revenue and headcount are reported for context and never scored. When a figure is not public, the page says "not publicly reported" instead of estimating it.
How pages are checked
I research and draft these pages with help from AI tools. Before a page goes live, a separate review pass that did not write the page checks its claims against the cited sources. Only the exact version that passed is published, and any later edit sends the page back for another check.
That review lowers the chance of an error. It does not guarantee there are none, which is why the facts on each page link to their sources.
Criticism and disclosure
Each comparison covers what every product does well and what it does poorly, and ties each point to a source, a screenshot or a test. Pages state any affiliate relationship, credits used or sponsorship. Where I have not tested a product, the page says so.
Updates and corrections
I aim to recheck prices every month and features every two months. The checked date on a page changes only when a recheck actually happens. If you spot an error, email ahmadbukhari4245@gmail.com with the page and the source, and I will look into it.