The category, mapped in one paragraph
"AI SEO tool" covers at least three different products wearing one label: optimisation layers that improve content humans write (Surfer being the best-known — see our comparison); automation pipelines that research, write, and publish end-to-end (SEOtopilot, BabyLoveGrowth, Outrank, Arvow, and others); and writing assistants with SEO features bolted on. Deciding which category you need — determined mostly by whether you have writers — matters more than any feature checklist.
If you're here, you likely need the pipeline kind. Here are the six questions that actually separate those.
The six questions
1. What happens to a claim the AI can't verify?
The revealing one. Every pipeline tool generates confident prose; fluent errors are the category's documented weakness. Ask each vendor where unverifiable claims go. If the answer is "our AI is very accurate" — that's not an answer, it's a hope. The answer you want is a mechanism: extraction, live-source checking, and visible flags, which is precisely what we built.
2. Can you understand the pricing in one read?
Count the tiers. Find the credits. Check whether credits expire. Look for the price on the public site — if you can't find it without signing up, note what that tells you. Then look at the article-per-month maths honestly. Our answer is two flat plans with rollover and a self-serve volume dial; whatever tool you pick, make sure you can explain its bill to a colleague in a sentence.
3. How hard is it to leave?
Search "[tool name] cancel" and read what customers report. Difficulty cancelling is the single most reputation-damaging pattern in this category's public reviews, and it's entirely a vendor choice. Our position is a one-click public commitment; demand the equivalent from anyone you evaluate.
4. Does publishing require their hands or yours?
Auto-publish without review has produced well-documented horror stories — dozens of unread articles live overnight. The right default is a review gate with the tool doing the review legwork (annotations, scores, flags) so the gate is fast enough to keep. Ours is on by default.
5. What happens after publish?
Most tools stop measuring at the moment of publish. The good ones close the loop: watch Search Console, detect decay, draft refreshes. This capability — rare, and consistently loved in reviews wherever it exists — is covered in decay detection.
6. Does it see AI search, or just Google?
A growing slice of discovery happens inside Perplexity, ChatGPT, and Gemini answers. Ask whether the tool tracks AI citations at all — and whether tracking feeds anything, or just decorates a dashboard. Our answer: gaps become briefs automatically.
Run the questions on us too
We're a vendor; discount accordingly. Every claim on this page about SEOtopilot links to the page describing the mechanism, and the comparisons linked above include the cases where competitors win. Ask the six questions of everyone — us included — and the field narrows fast.