AI SEO content software: six questions to ask before you pay

1. Where the topics come from

There are two ways a tool can decide what your site should publish next, and the gap between them is the single largest difference on this shelf.

How AI SEO tools pick topics

The first way is a guess. The tool reads your homepage, works out roughly what you sell, and asks a language model what people in that industry search for. That produces reasonable looking topics quickly, and it produces topics for which you have no history, no existing pages and no particular reason to be the answer.

The second way is derived from data you already own. Google Search Console records every query where your site appeared in results, with impressions, clicks, click through rate and average position. A query where your page already sits at position 8 is worth more than a brand new topic, because Google has already decided your page is relevant to it. Someone is a short distance away, not starting from zero.

Ask whether a tool connects to Search Console at all, and whether that connection is a setup step or a footnote. Ask too whether it shows you how hard a topic will be. Soro does not: we read through Soro's own public pages on 9 September 2026 and found no keyword difficulty metric described anywhere (trysoro.com). That is not a fault, it is a design choice, but it means you cannot audit the suggestions the way you could in a keyword tool.

You can do this analysis by hand, for free, before you buy anything: the filters and the rows worth skipping are written out in our guide to low hanging fruit keywords in Google Search Console. If a tool's topic list looks nothing like what your own report suggests, ask the vendor why.

2. What gets checked before an article goes live

A score is a number out of 100 describing the shape of a text: whether it has a title, headings, a meta description, internal links, alt text and a readable sentence length. A gate is a rule that stops a draft from being published when a condition is not met. Almost every product on this shelf has a score. Very few have a gate, and the difference is the whole of your risk.

A score cannot tell whether a sentence is true. An article on a medical topic can carry a high score and still be thin on substance, because nothing in the calculation looks at whether the claims hold up. Google's own guidance on helpful content is about the substance, and about who stands behind it, rather than about the formatting (Google Search Central).

Four things a vendor either publishes or quietly does not:

• The composition of the score. Most vendors do not say. Edward is an exception and publishes its rating as being "based on title, headings, keywords, meta tags, structure, and readability" (meetedward.com). Bunzy advertises an "AI visibility and GEO score" without publishing what it contains (bunzy.io).
• Whether anything stops a draft. "Potential issues fixed automatically" is not the same as "this draft was not published".
• What happens to a claim that could not be verified. Silently removing it is worse than marking it, because the one sentence you needed to look at disappears.
• Whether the sources are shown. A fact check you cannot inspect is a claim about a claim.

If you would rather check a whole site than a single draft, what an SEO audit includes covers the areas a full crawl looks at and, importantly, what a score out of 100 leaves out.

3. Who decides what goes live

There are three arrangements, and it is worth knowing which one a product uses before, not after, you connect it to your live site.

Review queue. Every article waits for a person. The cost is your time: reading a three thousand word article properly is not a five minute job, unless the tool marks the parts worth checking. The benefit is that nothing surprising appears on your domain.

Automatic publishing. Articles go live on a schedule with nobody in between. The cost is that you find out what was published by reading your own blog. The benefit is real: zero minutes a week.

Both, with a switch. The article waits at first, and you turn on automatic publishing once you have watched enough of them to trust it.

The listicles get this backwards. A review step is the norm on this shelf, and publishing straight to your live domain is the outlier. Bunzy describes exactly two modes, "Review mode or full autopilot" (bunzy.io). LaunchPist writes "Nothing goes out until you approve it, or switch on auto-publish and let it run" (launchpist.com). Edward offers review or auto approve, framed as staying "in control, or let Edward handle the routine work" (meetedward.com).

RankPill shows why the question is worth asking. Its help centre describes publishing from the editor, where you "publish immediately or schedule for later" (rankpill.com/help/wordpress), and we found no draft review step described anywhere in its public help pages. An override you have to know about is not the same as a default you cannot miss.

4. Where you see whether it worked

There are two places a result can be reported, and only one of them is graded by someone other than the vendor.

A vendor dashboard shows a chart the vendor drew, from data the vendor chose, on a timeline the vendor scaled. Outrank compares an updated article's new clicks and impressions against its earlier baseline and presents the difference as a win on its own dashboard. Edward marks the point on the timeline where you started using Edward. Neither is dishonest. Both let the vendor mark its own homework.

Your own Google Search Console shows the same queries and the same URLs, before and after, with no interpretation layer. It reports clicks, impressions, click through rate and average position for the pages Google actually served (Search Console Help). It is free, it is yours, and you keep it if you cancel the subscription. Results now also carry AI Overviews, and some readers meet your pages inside ChatGPT or Perplexity instead, so the record of what Google itself showed is the one place nobody can redraw.

Three practical checks: ask whether the tool reads from Search Console at all or only writes to your content management system, ask whether its reporting survives cancellation, and note the date you started, because comparing periods later is much easier with a date written down.

If you would rather see the whole site before any of this starts, you can run a free SEO audit on your own pages. No card, no account, and the findings stay yours even if you close the tab and buy from someone else.

5. What the tool can touch on your site

The quiet question. Every product on this shelf needs a way into your website, and the way in decides what can go wrong. Some connect through a plugin with its own settings, some through a CMS login with full access, some through an API key scoped to posts.

Ask three things and expect plain answers: which credentials the tool holds, what it can change beyond the articles it publishes, and how you revoke the access in one step. A tool that can only create and update its own posts is a bounded risk. A tool that holds an administrator login is not, however good the articles are.

Kitto connects to WordPress through an application password scoped to the account you create for it, publishes and updates only its own posts, and stops the moment you delete that password. Nothing it does on your site is hidden from the WordPress admin, and everything it publishes is yours to edit or remove.

6. What you actually pay per month

All prices below were checked on 9 September 2026, and every figure comes from the product's own page on that date. We read the public pricing pages of six tools on this shelf: four of the six advertise $99 a month for about thirty articles, one advertises $39 a month, and one publishes no price at all. The real monthly cost is usually a different number, because the base plan is often a floor rather than a total.

Three rows show the three different ways this shelf prices itself: everything in the base plan, everything as an add on, and a yearly price that holds for one year.

Product	Advertised price	What thirty articles a month really costs
RankPill	$99/mo, or $82.50/mo billed yearly	$99. "30 SEO/GEO articles (1 daily)" are included in the base plan (rankpill.com/pricing)
Outrank	$99/mo, or $999/year	$99 base. Beyond that: 60 articles +$85, 90 articles +$160, Premium Images $49, Backlink Premium $199, Human Curated $1,399, Free Tools Builder $199, Directory Submission $500 once (outrank.so/pricing)
Bunzy	$99/mo, or $19/mo billed yearly for the first year	$228 for the first year, then $468 a year, which is $39 a month from year two (bunzy.io)
All six we checked	Four advertise $99, one advertises $39, one publishes no price	The three remaining prices, and the add ons stacked on each of them, are in the pricing comparison linked below

Prices change often on this shelf, so screenshot whatever number you are quoted today. Our own sit on the Kitto pricing section: $49 a month on Growth for 30 credits, where one credit is one published article, and $99 on Scale. Against a shelf whose common price is $99 for thirty articles, that is the same volume for half of it, with no add ons on top.

Four lines decide the real total, and none of them is in the headline price: the number of sites, images, volume above the base plan, and the date your cheap first month becomes a full subscription. Each one is worked through on the figures above in what AI SEO tools cost.

Is AI generated content risky for SEO

Google's spam policies do not target AI. They target scaled content abuse, which the policy defines as generating many pages "for the primary purpose of manipulating search rankings and not helping users", and they name generative AI as one of the ways that happens (Google Search spam policies). The method is judged, not the tool. Volume without checking is the risk, and accuracy stays yours to defend, because the article carries your name. The policy taken apart line by line, plus what to do if your traffic already moved, is in is AI content safe for SEO.

AI SEO software for a small business: what changes at your size

Most of this shelf is priced and paced for a site with hundreds of pages. On a site of twenty to forty pages, three things change. Thirty articles a month is more than you can absorb, and that many near neighbours mostly means your own pages competing with each other. Your impression numbers are smaller, so the thresholds in any published method have to come down with them, or every filter returns an empty list. And per site pricing hurts more, because a second small domain doubles a bill that was never large.

The order at that size is the opposite of the sales page: look first at what your existing pages already almost do. The Search Console opportunities guide includes the smaller thresholds to use.

Where Kitto fits

Kitto is on this same shelf, so it is fair to hold it to the same six questions. You do not need to know any of this to use it.

• Topics come from professional SEO data pulled by API, the same class of search volume and live results data that tools such as Ahrefs or Semrush are built on, and, where you connect it, your own Google Search Console history. The data is pulled live for your site, not guessed by a language model. Connecting it is recommended, not required.
• Checking is a quality gate rather than a score. Claims with a number, a date or a name are checked against sources, and anything that could not be verified is marked in the draft instead of deleted, so you can see exactly what to look at. A draft that does not pass is not published, and the credit returns to your balance.
• Deciding is yours by default. The article waits for you, and automatic publishing is a switch you turn on when you want to.
• Results are read from your own report, on your own URLs, before and after.
• Access is a scoped WordPress credential you create and can delete in one step. Kitto publishes and updates only its own posts.
• Cost is $49 a month on Growth for 30 credits and $99 on Scale, with a free SEO audit that needs no card and no account.
• Getting in costs $4.99 for your first month on Start, which covers 5 published articles on one site, each one waiting for your approval before it goes live. After that it becomes Growth at $49 a month unless you cancel. The renewal date and amount are shown on the checkout page, in your receipt and in the billing portal, and cancelling takes one click. Your first full payment comes back within 30 days if you ask.

One honest limitation, because a section about ourselves with no drawbacks in it would undo the previous three thousand words: Kitto publishes to WordPress and nothing else yet, and it is new enough to have no case studies and no independent reviews. We are not going to invent either. What you can check today, for nothing, is whether your own site has anything worth writing about at all.

If you are weighing a named product against it, two pages take the same six questions product by product: Kitto vs Soro for the cheaper end of the shelf, and the RankPill alternative page for the $99 end.

Where to start

If your site already has some search history, start with the Search Console method: it is free, it takes about twenty minutes, and it shows you the exact raw material any tool on this shelf would work from. Do it once by hand and no vendor demo will ever confuse you again. If you are not sure what shape your site is in at all, start with the audit guide instead.

Two places to go next: low hanging fruit keywords in Google Search Console and what an SEO audit includes.