How We Rank & Verify
AI SEO Compare exists to be a source you can trust when choosing a GEO tool. Here is exactly how the data is produced and kept honest.
1. How we select tools
A tool has to be genuinely relevant to GEO / AI-search visibility (how brands appear in ChatGPT, Perplexity, Google AI Overviews) or to AI-content creation. We include both established platforms and newer startups, so the list reflects the real market rather than just the biggest ad budgets.
2. How we verify pricing
Every price is checked against the vendor's official pricing page. We show effective monthly figures and note when a plan is billed annually or in a currency other than USD. Where pricing is custom or sales-led, we mark it as such instead of inventing a number.
3. How we keep it fresh
We aim to review data weekly. An intended schedule is not a guarantee that every entry has been rechecked; failed or incomplete checks do not receive a new verification date. Each tool page carries a 'last verified' date so you always know how current the information is.
4. How we rank & recommend
Ordering within a guide reflects fit for that use case — price, depth, and who the tool is best for — not affiliate payouts. When we name a 'best for', it's about the buyer, not the commission.
How we measure outbound interest
Our first-party counter stores daily totals by tool and site page when a reader follows a vendor link. It does not store cookies, IP addresses, query strings or visitor identifiers. It honors Do Not Track and Global Privacy Control and removes aggregates dated 90 or more days earlier on the next recorded click; during inactivity, cleanup waits for that next click. Counts measure click attempts, including possible repeat or automated activity, not unique people, sales or commissions. A blocked or failed measurement never prevents opening a vendor website. Separate existing site analytics may have different collection methods.
5. How we stay independent
Some outbound links are affiliate links, so we may earn a commission at no extra cost to you. Referral commissions do not determine filter results, price sorting or our assessment. We also accept paid editorial updates: SE Visible is a paid editorial placement. Payment does not buy a positive verdict or suppress limitations. Tools without a commercial relationship remain included.