Type “should I sell my position in this company” into most of the market assistants shipping today, and you will get an answer. A real one, with reasoning, delivered in the calm register of someone who has thought about your situation. Ask who stands behind that answer and the interface goes quiet.
That gap has been the defining unresolved problem of this category since the first wave of these products arrived. Not accuracy. Accuracy is measurable and improving. Responsibility is neither.
Three Products, One Marketing Phrase
Strip away the branding, and there are three genuinely different things being sold under the same label, separated by what they claim about you.
The first publishes. It writes about companies and events, and it writes the same thing for every reader, because it knows nothing about any of them. The second advises. It takes your holdings, your timeline, your tolerance for a bad quarter, and produces a recommendation shaped to you specifically. The third acts, with authority over an account and the ability to put an order in.
These are not points on a spectrum. They are different obligations. A publication owes you accuracy and honest sourcing. An adviser owes you a duty that attaches to your particular circumstances, which is a much heavier thing and regulated accordingly. An executor owes you both plus custody discipline. A product that quietly performs the second while describing itself as the first has not found a clever gap. It has taken on an obligation it is not answering for.
Why Blurring Pays, and How
The pull toward the middle is economic, and it is strong.
“Here is the filing and what changed in it” converts worse than “sell.” Direct answers feel like value. Documents feel like homework. Any team watching a funnel will notice within a week that the confident recommendation retains users better than the sourced write-up, and the temptation is to keep the recommendation and print a disclaimer under it in small grey type.
The disclaimer is not the problem. The mismatch is. If the interface behaves like an adviser, the user reasonably treats it as one, and a line of legal text at the bottom of a card does not undo that. Nobody reads the bottom of the card. Everybody reads the answer.
Holding the Line Costs Something
Some operators have picked the harder side of this on purpose. Iteno, which has been publishing under this model for years, monitors a subscriber’s watchlist around the clock and puts out a short, fully cited analysis whenever something material happens to one of their tickers. Every claim points to the document it came from. It does not tell any individual reader what to do with their money, and it does not place trades, and that boundary is stated wherever the analyses are described rather than tucked into a footer.
What the subscriber gives up is the comfort of being told. What they get is a piece of writing they can take apart, sourced well enough to disagree with, plus a decision that stays theirs. Not everyone wants that trade. The people who do tend to be the ones already making their own calls and looking for better inputs rather than a substitute for judgment.
It is priced the way software is priced, which is itself a signal about what is being sold. There is a free tier, Core at $249 a year or $29 a month for swing traders, Pro at $708 a year or $79 a month for people acting intraday, and a Desk plan at $199 a month aimed at small funds and professionals. Subscribe, read, cancel. No consultation, no discretionary account, no percentage of assets.
The Questions Worth Asking Before You Pay for Any of This
Four of them, and they take about five minutes.
Does it know anything about your financial situation, and if so, why does it need to? Does the output change based on who is logged in? Can you follow every factual claim back to a primary document without leaving the product? And when the tool is wrong, does the wrong version stay visible afterward, dated, or does it quietly disappear from the feed?
That last one separates almost everything. A service confident in its process leaves its record standing, including the parts it would rather you not read. A service selling the impression of insight has every reason to let yesterday’s confident call scroll away.
Where This Probably Ends
The category will sort itself into the three shapes eventually, either because operators choose or because someone chooses for them. The publishers will look more like publications, with archives and corrections and bylines that mean something. The advisers will look more like advisers, with the paperwork that implies it. And the tools acting on accounts will be held to the standard of anyone else who moves other people’s money.
Until then, the burden is on the reader, which is unfair but true. Ask what a product claims to know about you. The answer tells you most of what you need.


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