Stock phrases · flagged by Slop or Not
turns out
Rhetorical termMirativityMarking information as news, as something the speaker did not see coming.
“Turns out” announces a discovery in the voice of someone correcting a belief. Read back for that belief; if nobody on the page ever expected otherwise, the reveal is a costume.
Not once in our fixed sample of pre-2023 books, news and documentation.
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Written by a model
Turns out the battery really does last four days on one charge, and the shell is sturdier than the product photos suggest.
Fix it
Before
Turns out the cheapest seats in the hall have the best sound, since the balcony sits exactly between the two speaker stacks.
After
Every usher steers a first-timer downstairs toward the expensive rows. The balcony sits exactly between the two speaker stacks, so the cheapest seats in the hall have the best sound.
Try it on your own writing
The scan runs in memory on Numen's server and the passage is discarded with the response.
How to spot it
Finding the phrase is easy and judging it is not, so the work is all in the second step. Find the reveal first: a sentence that opens on "turns out", or a longer clause with "it turns out that" tucked into the middle of it. Then read back a sentence or two, looking for the belief the reveal is supposed to correct. Somebody has to have been wrong. The writer, the reader, a named source, a whole industry, any of them will do, but one of them has to be on the page holding the wrong idea before the correction is worth anybody's time.
Passages fail this test more often than you would guess. A paragraph that opens on a reveal has nothing behind it by definition, because the belief would have had to sit in a sentence nobody wrote. The buried version is the harder case, and the way to settle it is to delete the phrase and read the passage again. If the fact lands exactly as it did before, the words were carrying tone rather than news, and the tone was surprise that nobody in the passage ever actually felt.
Why models overdo it
Few openers in English keep better company than this one, and a model writing the next word is picking what usually comes next. It shows up wherever its sources show up: forum answers, product blogs, explainers, comment threads, the whole register of friendly expertise that training data is thick with. In that register the phrase does almost no work, which is the plain reason it spread so far. It means roughly "and here is the next thing", and it got there fairly, because a speaker can hear what the room expects and never has to write the expectation down.
Prose has no room. Every belief a reveal corrects has to be put on the page deliberately, some distance earlier, and that is a decision about structure, made well before the phrase arrives. A model never held the belief in the first place, and it has no reader in front of it to hold one either. So the cadence of correction arrives on time while the thing being corrected never arrives at all, and the paragraph ends up sounding startled by a conclusion it walked toward in a straight line.
When it's fine
When the belief is genuinely there, the reveal is fine, and sometimes very good. Paul Graham spends the run-up to his reveal in Hackers and Painters explaining that he was taught empathy as a polite name for doing what other people wanted, and that he made a point of not cultivating it. Then the correction: "Boy, was I wrong. It turns out that looking at things from other people's point of view is practically the secret of success." The reveal costs him something. He has just said in public, under his own name, that he held the wrong view for years, and the phrase is the hinge where he hands it over. That is why it lands.
So keep your reveal wherever you can point at the belief it overturns and say who was holding it. When you cannot, the repair is usually one sentence long: write down what everyone assumed, put it where the reader will meet it first, and the phrase you were ready to cut has something to do again.
Where it comes from
"Turn out" arrived in English as a plainly physical verb. A crowd turns out for a parade, a mill turns out parts, a pocket is turned out onto a table. One branch of that sense drifted from the physical to the mental, so that a thing could turn out to be the case, and by the nineteenth century the mental sense was ordinary enough for Stoker to put it in a newspaper voice without anybody blinking.
Linguists have a name for the job it does. In 1997 Scott DeLancey proposed mirativity for grammar that marks information as new or unexpected to the speaker, a category some languages carry in a verb ending or a dedicated particle. English never grew that grammar. It improvises the same signal with intonation, with a bare "oh", and with borrowed phrases such as "as it happens" and "little did I know", "turns out" among them. Each one stands in for a piece of grammar the language never bothered to build, which is why so short a phrase feels heavier than it looks, and why a model can pick it up so cheaply.
Side by side
Written by a person
It turns out that the schooner is a Russian from Varna, and is called the Demeter. She is almost entirely in ballast of silver sand, with only a small amount of cargo—a number of great wooden boxes filled with mould.
Alone of all creeds it is convincing where it is not attractive; it turns out to be right, like my father in the garden.
This of course gave empathy a bad name, and I made a point of not cultivating it. Boy, was I wrong. It turns out that looking at things from other people's point of view is practically the secret of success.
Written by a model
Sorry for the slow reply. It turns out that the ferry only runs twice a day in October, so I cannot get there before Thursday.
The council approved the bridge repair in March. Turns out the contractor had already begun work on the approach ramps a month earlier.