Shruti KaushikAn outcome asserted in words that cannot be checked, such as "engagement skyrocketed", "metrics were up" or "the results speak for themselves". The free checker at klype.ai/check flags it as "Vague result claim". It is a lighter finding: the checker deducts less for it than for an invented story or an unsourced figure, since it is quick to fix.
What it looks like
- After we changed the posting schedule, engagement skyrocketed.
- We rewrote the onboarding emails and saw a marked increase in activation.
- The results speak for themselves.
Example text on this page is written to show the pattern. Figures and people in it are illustrative, not reported.
Why readers distrust it
A result stated without a number is a result the reader is asked to take on trust, and the phrasing is usually the giveaway: nobody who had the figure would write "a marked increase" instead of it. Readers who work with numbers read these phrases as an admission that there is nothing behind them, or that the real figure was not impressive enough to print. One vague outcome makes the post's whole case feel decorative.
Why it shows up in generated drafts
A model writing a success story needs an ending in which something improved, and it has no figure to supply. The vague phrase fills the gap: it has the grammar of a result without the content of one.
How the free checker spots it
The checker matches a short list of phrases: "metrics were up", "engagement skyrocketed", "engagement started climbing", "marked increase", "noticeable increase", "improved significantly", "results speak for themselves", "transformative experience" and "game-changer". The first match is quoted. Outcome claims phrased differently are not caught by this rule, so a pass is not a guarantee.
The checker runs in your browser; nothing you paste is sent anywhere.
How to fix it
- Replace the phrase with the specific thing that changed: the number before, the number after, and over what period.
- If you do not have the figure, say what you observed instead: "three people who had never commented replied within the hour".
- If there is nothing specific to say, leave the outcome out. A post about what you tried can stand without a claim about what it did.
Before and after
We started posting at 8am instead of midday and engagement skyrocketed. The results speak for themselves. It was a game-changer for our pipeline.
We moved our posts from midday to 8am for a month. Comments in the first hour roughly doubled, which we think is because the people who reply are reading before their first meeting. Inbound did not change, so the pipeline claim I wanted to make is not one I can make yet.
The rewrite removes the pattern without adding anything the author could not stand behind.
Test your draft
The checker reports every pattern it finds, not only this one.
Common questions
Is "engagement went up" flagged?
Not by this rule, which matches a fixed list of phrases. The problem is the same, though: an increase with no size is a claim the reader cannot weigh. Give the figure, give what you observed, or cut the sentence.
What if the honest number is small?
Print it. "Comments went from two a post to five" is more credible than "engagement skyrocketed", and a reader who sees you report a modest result will believe the larger ones later. Small true numbers build the trust that vague large ones spend.
How is this different from the unsourced statistics rule?
That rule catches a percentage with no source: a figure presented as evidence. This one catches the absence of a figure where one is implied. Both come from the same habit of asserting outcomes without the record to back them.