Content & data

Content tagging

Tag posts by primary topic and format using defined categories.

For content teams and knowledge-base maintainers

Jev AI playground

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Try different inputs · Content tagging

Load an input to edit it. Tokens are used only when you run it.

Normal input

Mentions of support tickets do not make a research guide primarily operations content.

Ambiguous input

Determine the dominant purpose instead of forcing a category from one keyword.

Missing information

A vague teaser does not supply enough topic or format evidence.

Questions2

choiceSelect the central subject, not an incidental keyword. The intended outcome of the content should decide between overlapping topics.⌄

Question

Answer options

choiceIdentify how the content delivers its main point rather than guessing from a title alone.⌄

Question

Answer options

Advanced: edit JSON

Edit or paste a question configuration.

[
  {
    "id": "topic",
    "type": "choice",
    "instructions": "Select the central subject, not an incidental keyword. The intended outcome of the content should decide between overlapping topics.",
    "options": [
      {
        "label": "product_research",
        "description": "Understanding user needs through feedback, interviews, surveys, or product discovery."
      },
      {
        "label": "engineering",
        "description": "Building, testing, operating, or debugging software and technical systems."
      },
      {
        "label": "marketing",
        "description": "Acquiring or engaging an audience through campaigns, positioning, or distribution."
      },
      {
        "label": "operations",
        "description": "Coordinating recurring internal processes, administration, or service delivery."
      },
      {
        "label": "other",
        "description": "No defined topic fits, or the excerpt lacks a clear primary topic."
      }
    ]
  },
  {
    "id": "format",
    "type": "choice",
    "instructions": "Identify how the content delivers its main point rather than guessing from a title alone.",
    "options": [
      {
        "label": "how_to",
        "description": "Instructions or a method a reader can follow to complete a task."
      },
      {
        "label": "opinion",
        "description": "A viewpoint or argument without a primary instructional or reporting structure."
      },
      {
        "label": "announcement",
        "description": "News of a launch, change, release, or upcoming event."
      },
      {
        "label": "case_study",
        "description": "An account of a specific real situation, its actions, and observed outcomes."
      },
      {
        "label": "other",
        "description": "A different format or insufficient evidence to identify the format."
      }
    ]
  }
]

Runs use input tokens and are saved to your account.

Results

Your answers will appear here.

Add your text and questions, then run Jev.

Probabilities express model confidence, not a guarantee of correctness.

Set up this template

Tag mixed-topic content using your own categories.

What to provide

A post or representative excerpt and the categories your team needs to organize it.

Provide enough text to identify the central subject and format.
Define category boundaries and what other means.
Use the same categories across your collection, and review posts that cover several topics.

Outputs and rules

topic · choice

The main subject, using your categories.

Select the central subject, not an incidental keyword. The intended outcome of the content should decide between overlapping topics.

product_research: Understanding user needs through feedback, interviews, surveys, or product discovery.
engineering: Building, testing, operating, or debugging software and technical systems.
marketing: Acquiring or engaging an audience through campaigns, positioning, or distribution.
operations: Coordinating recurring internal processes, administration, or service delivery.
other: No defined topic fits, or the excerpt lacks a clear primary topic.

format · choice

The presentation format, independent of the subject.

Identify how the content delivers its main point rather than guessing from a title alone.

how_to: Instructions or a method a reader can follow to complete a task.
opinion: A viewpoint or argument without a primary instructional or reporting structure.
announcement: News of a launch, change, release, or upcoming event.
case_study: An account of a specific real situation, its actions, and observed outcomes.
other: A different format or insufficient evidence to identify the format.

Try different inputs

Normal input

Mentions of support tickets do not make a research guide primarily operations content.

A practical guide to collecting product feedback: combine survey responses, support tickets, and interview notes before deciding what to build next.

Ambiguous input

Determine the dominant purpose instead of forcing a category from one keyword.

We used interview findings to rewrite our landing page, then shipped a small experiment. This post discusses both research methods and campaign messaging.

Missing information

A vague teaser does not supply enough topic or format evidence.

A better approach for next quarter. Read more soon.

Use the result

Write topic and format into separate columns. Review other and mixed-topic rows before changing the taxonomy or automatically publishing tags.

Limits to keep in mind

Tags reflect the text you provide. A short excerpt may miss the main topic; use other when none of your categories fit.