Originality

Originality is not new ideas. It is detail nobody else had.

Most pages are unoriginal because they contain nothing that required the writer to be there. That is fixable in an afternoon, without inventing anything.

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Count the sentences that could be about anything.

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Specificity scanner

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Paste a draft. The scanner counts unnamed sources, vague quantities, abstract stand-ins and generic subjects, the four ways a page says nothing in particular. Counted in your browser. Nothing you paste leaves the page.

What originality actually means here

It is not about a novel thesis. It is about whether the page contains a fact a competitor could not write without doing what you did: a measurement, a process, a failure, a price, a customer's exact words.

A page can be entirely conventional in argument and still original, because the evidence is yours. A page can also be radical in argument and unoriginal, because the argument came from somewhere and no evidence supports it.

This definition matters because it is achievable. Nobody can be told to have an original idea, and almost anyone can be told to write down what they measured this week.

It also survives scrutiny. A page with your data is defensible even if the prose is ordinary, while a beautifully written page with nothing behind it is not.

Originality is not the same as plagiarism

Plagiarism is copying text or ideas without attribution. Originality failure is worse disguised and harder to detect: nothing was copied, and nothing was added either.

A generated page is typically a recombination of public material, presented without sources and without the structure that made any of the sources useful. It is not theft; it is dilution.

This is why plagiarism checkers return clean on pages that still read as hollow. They measure overlap with other text, and the failure is an absence rather than an overlap.

Judge the page by what a reader gains from it and what they could not have found in five other results. If the answer is nothing, the page fails on originality whatever a similarity score says.

Why generated drafts default to the average

A model produces the most probable continuation, given the prompt and the text so far. The most probable text about a subject is the text most often written about it, which is the consensus view.

It is also trained to be inoffensive and broadly applicable, so it hedges where you would commit and generalises where you would name a number. Both behaviours are safety features that become a quality problem in publishing.

The prompt usually supplies nothing to work with. A brief that names a keyword and a word count gives the model no material it does not already have, so the only possible output is a rearrangement of what everybody has.

This is testable in ten minutes. Give the same model a brief with one measurement and one constraint, and you get a page that says something the generic version cannot. The difference was never in the model.

Four forms originality takes

You do not need all four. One is usually enough to make a page worth reading, and two makes it citable.

  • Your data: a measurement, a count, a timing, a test you ran, with the conditions it ran under.
  • Your process: the steps your team actually follows, including the ones a guide leaves out.
  • Your failures: what did not work and what it cost, which is the rarest and most trusted material on any topic.
  • Your judgement: a decision rule stated plainly, with the case where you would choose the other option.

The phrases that replace thought

Unoriginality has a vocabulary. When a sentence reaches for a vague quantity or an unnamed source, it is usually because the writer did not have the figure or the citation.

Studies show, experts say, many businesses, a variety of strategies, best practices: each is a placeholder where a fact should be, and each is detectable at a glance by a reader who is looking for substance.

The fix is not to delete the sentence, which leaves a gap, but to go and find the number. If the number cannot be found, the claim is not yours to make and the sentence goes.

A page that has three real figures and no vague claims is a different product from one with twelve vague claims and no figures, even at the same word count.

Where original material comes from

Five questions, asked of yourself or a colleague, will usually produce enough for several pages.

What did we measure or count, and what were the conditions? What surprised us, and what did we expect instead? What does everyone else get wrong about this, concretely? What does this cost in money, hours or risk, with a number? What would we tell a customer who asked this on a call?

Record the answers verbatim. The wording of a real answer is more useful than a polished paraphrase, and it is the part a reader recognises as human.

Keep the answers in a file. A single afternoon of questions can supply a quarter of pages, and the file is the difference between a content plan and a keyword list.

Making the specific survive editing

Editors smooth prose, and smoothing removes exactly what makes a page original: the odd detail, the exact number, the sentence that sounds like a person. Protect those before the edit, not after.

Mark the sentences that carry evidence and tell the editor they are fixed. A small convention, such as leaving them unmarked and instructing that no figure may be removed, saves the round trip.

Watch for the swap that editors make instinctively: turning a measured result into a general trend. It reads better and says less, and it is the moment a page becomes ordinary.

After editing, compare the finished page with the notes. If every number survived, the edit was a success even if the prose changed entirely.

Originality across a set of pages

A site can be original page by page and derivative as a whole, if every page covers the same consensus from a different angle. The set needs a position, not just pages.

The test is whether someone could summarise what your site believes about the subject that differs from the default. If the summary is the same as the first five results, the site has no position.

Practically, that means one page per real question, with the strong pages carrying the argument and the others supporting it. Fifteen strongly held pages beat eighty that agree with everything.

It also means deleting pages that exist only to occupy a phrase. They dilute the position and teach readers that the site is a catalogue.

The swap test

Take a paragraph and replace its subject with a different subject from the same category: your product with a competitor, your city with another city, one integration with a different integration.

If the paragraph is still true and still useful, it was generic. Nothing in it depended on the specific case, which means the page did not need to exist in that form.

If the paragraph breaks, you have found the original material. A sentence that becomes false when the noun changes is a sentence that carries information.

Run the test across a page, then across a cluster. The paragraphs that survive the swap are the ones to keep, and the rest is the rewrite brief.

What to do with an unoriginal page

Three options, in order of preference. Add one form of originality from the list above and keep the page. Merge it with a page that already has evidence. Delete it and redirect.

The wrong option is to reword it. A paraphrase of the consensus is still the consensus, and it costs the same effort as adding a measurement to a page that already has a point.

If you cannot add anything, that is information: the page covers a question you have no standing to answer, and publishing it mainly advertises that.

Being absent from a topic is survivable. Being present and empty is the thing readers remember.

What this covers

  • One original element

    A measurement, process, failure or decision rule that is yours, present on the page.

  • No placeholder authority

    Every studies show or experts say replaced by a citation or removed.

  • Numbers where possible

    Vague quantities replaced by figures, with the conditions they were measured under.

  • Swap test passed

    Paragraphs become false or useless when the specific subject is changed.

  • Set has a position

    The site's view of the topic differs from the consensus in a way you can state in a sentence.

Questions this page usually raises

Can AI content ever be original?
The drafting can be, if you supply what it lacks. A brief containing your data, your constraints and your failures produces a page with original material. A keyword brief produces the consensus.
Is lack of originality plagiarism?
No. Plagiarism copies text or ideas without credit; unoriginal content adds nothing to public material and cites none of it. Similarity checkers miss it because the failure is an absence.
How much original material does a page need?
One element that a competitor could not write without doing what you did. One real measurement is usually enough to make a page worth reading and worth citing.
What if I have no data?
Run a small test and report it with its conditions. A five-item sample measured honestly is more original than a page of assertions, and it takes an hour.
Does originality affect rankings?
Indirectly and reliably. Pages with information found nowhere else attract links and citations, and they answer the query well enough that readers stop searching.
What does the scanner on this page measure?
Specificity: unnamed sources, vague quantities, abstract stand-ins and generic subjects. Every hit is a place where a fact could have been, and where a reader learns nothing.

Lack of originality

Run the checks, then decide who has to sign it.

The automated pass is free, needs no account and uploads nothing. Escalate to a named reviewer only where being wrong is expensive.