The three jobs these tools do
“AI SEO tool” is one label covering three products that leave you with very different amounts of work. Establishing which one you are looking at is the first and most useful thing you can do, because the prices are not comparable until you have.
- Tools that analyse. They crawl, audit, track rankings and produce reports. The output is a list of things you should do. These are mature, accurate, and leave every hour of the actual work with you.
- Tools that write. You choose a topic, they produce a draft. The output is text in a box. Choosing topics, judging quality and getting it into your site remain yours.
- Tools that run the loop. They decide what to write, write it, publish it, watch what happens, and adjust. The output is published pages. This is the newest and least uniform of the three, and where the claims need checking hardest.
A business with no SEO in place and no time is usually poorly served by the first category, however good it is. Being told what to do is only valuable if being told was the blocker — and for most owners it is not, the hours are.
Seven questions to ask
Ask these of any vendor, including this one. Each has a checkable answer, and a vendor who cannot answer plainly has told you something.
- Where does the strategy come from? A crawl of my actual site, a connected analytics source, or a prompt describing my industry?
- What decides what gets written next? A fixed calendar, a keyword list I supply, or something that responds to how the last article performed?
- Does anything publish without me? If so, what do I see beforehand, and how long do I have to stop it?
- What happens to a page that stops performing? Anything? Most tools in the writing category have no answer here, because they never look back.
- What is included at the price shown? Is that figure monthly or annual-billed, per seat or per site, and does it include VAT?
- What does the output look like in British English? Not whether the tool supports English — whether it writes “optimisation”.
- Can I test it on my own domain before paying? And is what I get in that test the real output, or a truncated or watermarked version of it?
Where does the strategy come from?
This is question one and it deserves its own section, because it is the difference between a content plan about your business and a content plan about your industry.
A tool that starts from a prompt — your sector, your location, a few keywords — can only produce what is generically true of businesses like yours. It does not know which of those topics you have already covered, which of your pages are thin, or what you sell that your competitors do not. The output reads plausibly and duplicates work you may already have done.
A tool that starts from a crawl of your live site knows what is already there. That is what makes the difference between “write about commercial cleaning” and “you have nothing on the one service your pricing page leads with”.
How to check: run the free tier or trial against your real domain, not a demo account, and see whether the first strategy it produces refers to anything only a reader of your site could know. If it could have been written about any business in your sector, it was.
Who approves what gets published
Automation and control are usually presented as a trade-off. They are not, and the tools that treat them as one are making an implementation problem sound like a philosophy.
There are three arrangements in the market. Drafts land somewhere and wait for you indefinitely, which is safe and quietly becomes the backlog it was meant to prevent. Articles publish the moment they are written, which works until the first one describes your business wrongly. Or articles are queued with a fixed window in which you can read, edit, hold or publish early — after which they go, so nothing stalls if you have a busy week.
The third is the only one that survives contact with a real month. Ask specifically how long the window is and what you are shown during it. “You have full control” is not an answer to that question.
What UK-specific actually means
Nearly every tool in this category is built and priced for the US market, and most make no claim about British English either way. That has four practical consequences worth checking.
- Spelling and idiom. Output that says “optimize”, “fall” or “zip code” is publishable only after you have fixed it, which puts the work back on you.
- Currency and VAT. A dollar price is an approximate price. A few vendors state that their listed figure excludes VAT, which for a UK buyer is a real difference on the invoice.
- Search context. Google holds the overwhelming majority of UK search — 91.19% in June 2026 according to StatCounter — so UK advice that hedges across several engines is usually US advice with a flag on it.
- Data handling. If the tool connects to Search Console or stores your content, where does that sit and under what terms?
Testing a tool on your own site
Feature lists cannot be checked. Output can. Whatever you are considering, spend the free tier or trial doing these four things rather than exploring the interface.
- Point it at your real domain. A demo account tells you about the demo account.
- Read the first strategy for one sentence that is specifically about your site. If there is none, the tool is not grounded in it.
- Read one full article end to end, as a customer would. Not the headline — the middle, where generic writing gives itself away.
- Find where you would stop something publishing, and time how long that takes to find. If you cannot locate it quickly on day one, you will not on a busy Thursday.
ClimbrIQ
Our own answers to the seven questions
The strategy comes from a crawl of your live site. Search Console data decides what gets refreshed. Every article sits in a 24-hour window in which you can edit, hold, veto or publish it early. One plan, £59 a month in pounds, one site. Connect your site free and the crawl, the strategy, the 30-day calendar and your first article cost nothing — which is question seven answered in the only way that counts.
Start free today →Two of these questions are worth reading further on. The grounding question is really a strategy question, covered in search visibility strategy. And if you are weighing whether one tool can genuinely cover search, AI summaries and direct answers together, start with what SEO, GEO and AEO each mean. You can also run our free checks against your site to see the kind of output any tool in this category should be producing.
Key takeaways
- ✓Three different products share the label: tools that analyse, tools that write, and tools that run the whole loop.
- ✓Being told what to do is only worth paying for if being told was the blocker. For most owners, the hours are.
- ✓Ask where the strategy comes from. A crawl of your site and a prompt about your industry produce very different plans.
- ✓A publishing window you control beats both an indefinite draft queue and unattended publishing.
- ✓UK-specific means British spelling, pounds, VAT clarity and UK search context — not a language dropdown.
- ✓Test on your real domain, read one full article, and find the stop button before you pay.