If you only ever run one research report, this is a strong candidate, because customers write better ad copy than marketers do and they do it for free.
Review research costs 20 credits and reads G2, Capterra, Trustpilot, the App Store, Google Play, Reddit and trusted review blogs, then clusters what it finds into themes, sentiment, recurring objections, unmet expectations and the vocabulary people actually use.
The pre-check that saves you 20 credits
Before charging anything, Aiter checks whether real public reviews of your exact product exist. If they do not, you are told so and nothing is deducted.
You then get a useful fallback: paste your own links. A G2 profile, a Trustpilot page, specific Reddit threads, anything you trust, and only those get analysed. This is the right move for a young product with reviews scattered in places a general search would not surface, and for anyone whose product name collides with a more famous one.
What to do with it on the same afternoon
Lift exact phrases for headlines and landing pages. When forty customers independently describe the outcome the same way, that phrasing is pre-tested. Use theirs, not the one from your positioning workshop.
Pre-empt the top objection. Whatever complaint appears most often is the thing prospects are also worried about. An ad that answers it before the click converts better than one that waits and hopes.
Find the feature people love that you barely mention. This happens constantly. Something you consider minor turns out to be the reason half your reviewers stayed, and it appears nowhere in your marketing.
Check for drift. Older reviews complaining about a problem you fixed two years ago should not be shaping this year's messaging. Comparing older and newer clusters stops you defending a wound that healed.
It reads competitors' reviews too, if you let it
Paste a competitor's review page as one of your links and you get the same treatment applied to them: the objections their customers raise, the promises they fail to keep, the words their fans use.
That is switching-message material. It is also the most uncomfortable reading available about your own category, which is usually a sign it is worth doing.
The honest limitation
Reviews skew. People write them when delighted or furious, rarely when mildly satisfied. Treat the sentiment split as directional rather than as a satisfaction score, and treat the vocabulary as the reliable part, because that is what it is genuinely good for.
Frequently asked questions
My product has ten reviews. Is it worth running?
Probably not on its own. Ten reviews is a read, not a study. Run competitor review analysis instead by pasting a rival's review page, and you get category-level language you can still use.
Does it include reviews of my competitors by default?
It focuses on your product. To bring competitors in, paste their review pages as source links.
How current are the reviews?
As current as what is published. The report notes where insights come from, and comparing older against newer themes is one of the things it does deliberately.