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Editorial methodology
The Growth Hub recommends software to people spending their own money, so the rules it follows should be readable in one sitting. This is all of them, including the ones that make the site look less authoritative than it could.
The short version: nothing on this site is invented. Where we do not know something, the page says so instead of filling the space — no borrowed star ratings, no stock testimonials, no round numbers with no arithmetic behind them.
Listings start from a problem a local business actually brought us — an unanswered phone, a quote that took three days, a website that produced nothing — not from a category of software we wanted to fill.
Each listing is written from the vendor’s own published material, and every listing links to the pages it was written from. Where we have implemented the tool for a client, that experience shapes the write-up too.
We do not list everything. A directory with ten thousand entries is a search engine with worse search; this one is deliberately short.
Ratings are Scale AI Pros editorial assessments based on published vendor information and hands-on implementation experience. They are not user reviews.
A rating is published only after hands-on use. Reading a pricing page is not hands-on use, and neither is watching a demo video.
That means most listings here carry no rating at all. That is not an oversight and it is not a gap waiting to be filled with a plausible-looking number — an invented 4.5 out of 5 would be more useful to us than to you, which is exactly why it is not there.
It means no one on our team has used the tool in a real implementation. The factual parts of the listing — what it does, what it costs, what it connects to — still stand, because those come from the vendor and are linked.
It does not mean the tool is bad, and it does not mean it is unpopular. It means we have not earned an opinion about it yet.
Every listing shows when it was last reviewed. Anything reviewed more than six months ago is marked as due a re-check on the card itself, so you can see the age of the information rather than having to assume.
A weekly automated check watches each vendor’s pricing page for changes and raises a flag for a human. It never edits a listing and never unpublishes one — software that quietly rewrites its own facts is worse than software that is out of date.
Pricing changes faster than anything else on a listing. Confirm it on the vendor’s site before you commit to anything.
Some listings can be sponsored — meaning the vendor paid to appear higher in a list. Every one of them says so on the card and again at the top of its own page, in a sentence rather than a pill in the corner.
Sponsored placement buys position, and nothing else. It does not buy a rating, it does not buy favourable wording, and it does not buy the removal of a drawback.
Some outbound links are affiliate links. They never change what you pay, and they are disclosed on the page where they appear.
Scale AI Pros also sells implementation work, and this site exists partly to lead to it. That is the plainest conflict of interest here, so it is worth stating: where the honest answer is that you do not need us, the assessments say so.
Fabricated reviews, testimonials, ratings, case-study outcomes or statistics. Not as placeholders, not as examples, not “for now”.
A client result without that client’s recorded permission. Results pages stay empty until a real customer has agreed to appear on one — which is why you may find one empty today.
A number we cannot show the working for. The cost-of-inaction calculator shows its arithmetic and uses your figures, not researched averages.
Labels you will see
Every one of these appears on the cards themselves, not buried on a page like this one.
| Label | What it means | What it does not mean |
|---|---|---|
| Not yet rated | Nobody here has used it in a real implementation. | That it is bad, unpopular, or worse than a rated listing. |
| Reviewed <month> | A person checked the listing against the vendor’s own pages on that date. | That every figure is still current — pricing moves fastest. |
| Due a re-check | The last review was more than 180 days ago. | That anything specific is known to be wrong. |
| Sponsored | The vendor paid for position in the list. | That the write-up, the rating or the drawbacks were influenced. |
| Featured | We chose to promote it editorially, usually because it solves a common local problem well. | That anybody paid for it. |
Tell us and we will fix it. Factual corrections are free, are not conditional on any commercial relationship, and do not require you to be the vendor — a reader who spots a stale price is doing the same job our weekly check does.
Wider background on why this site exists is on the about page.
Answer a short set of questions about your website, lead flow, and follow-up. You will get a prioritized list of opportunities — no sales pitch required to see the results.
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