# Listicle in a trench coat

Part of [The AI Tells Index](https://feedsquad.com/ai-tells). A tell signals low effort. It does not identify an author. Skilled writers produce every shape listed here, some of them daily, and automated detectors misread those writers for it at rates measured above 60 percent on non-native English prose. Nothing in this index proves that a machine wrote anything. Read an entry as one piece of evidence to weigh against the false-positive notes printed beside it.

## Facts

- Id: listicle-in-prose
- Category: Structural and syntactic (structural)
- Subcategory: list-shape
- Also known as: prose that is secretly a list, bulleted thinking in paragraph form
- Status: Active. Currently signals low-effort writing.
- Severity: low
- Evidence grade: community-observed (named by practitioners, no formal measurement exists)
- Languages: en
- Added: 2026-08-15
- Updated: 2026-08-15
- Page: https://feedsquad.com/ai-tells/listicle-in-prose

## Description

Paragraphs that are list items with connective tissue pasted between them. tropes.fyi names the pattern and is the only taxonomy in our harvest that carries it, so this entry rests on a single source and the grade reflects that rather than hiding it.

## Why it reads as machine-written

An argument has an order. A list does not. When the paragraphs of a piece can be shuffled without anything breaking, the piece was a list before it was prose, and the transitions between paragraphs are doing decorative work. The reader is asked to follow a line of thought that was never drawn.

## Detection

Type: judge (a rubric for a lightweight model judge)

Rubric for a lightweight model judge:

```text
Number the paragraphs, reverse their order and reread. If no pronoun loses its referent, no comparison loses its first term, and no paragraph now precedes what it depends on, the piece is a list. Then read the transitions: a transition that says only that another item follows is decoration. Escape hatch: service journalism, reference entries, glossaries and specification documents, which are legitimately list-shaped and usually announce themselves as such. Return whether reversal broke anything, quote one transition, and say whether the piece presents itself as an argument.
```

## Examples

Constructed specimens. Written for this index. Never quoted from anyone's posts.

### Specimen 1

Before, exhibiting the tell:

> One area worth attention is pricing. Pricing sets expectations before anyone speaks to sales. Another area is onboarding. Onboarding decides whether the first week goes well. A further consideration is support, which shapes renewal.

After, repaired:

> Pricing sets expectations before anyone speaks to sales, which is why our onboarding email now repeats the plan limits in its first line. People who read that line open half as many support tickets in week one, and they renew at a higher rate than the ones who skip it.

Note: Three interchangeable paragraphs became one chain where each clause depends on the one before it. Figures in this repair are invented for the specimen.

## False positives

Who legitimately writes this way.

Service journalism is legitimately list-shaped, and a piece about ten places to eat has no argument to carry between them. Reference writing, glossaries and specification documents are the same, and shuffling their sections breaks nothing because nothing was meant to depend on order. The discriminator is what the piece claims to be: a list that announces itself is doing what it says, and an essay that turns out to be a shuffled list is not.

## Model attribution

Undocumented by vendor. The shape follows from prompts asking for an article about a topic, where the model has items and no thesis to order them with.

## Sources

1. tropes.fyi pattern directory
   https://tropes.fyi/directory
   (tier: community; accessed 2026-08-14)

## Status history

Ids are permanent. A retired tell keeps its id and its page.

- 2026-08-15, Active: Named in one taxonomy and unmeasured anywhere. Ships active because the shape is common in currently published material, and low severity because plenty of good writing is legitimately list-shaped.

## License

CC BY 4.0. https://creativecommons.org/licenses/by/4.0/

Attribution: The AI Tells Index, feedsquad.com/ai-tells

Reuse the data, including commercially. Keep the attribution line.

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