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Prompt Workbench

JSON Prompt Builder

Ads builder

Generate JSON prompts for ads, hooks, and performance creative

Define the platform, format, ad angle, offer, proof, urgency, and CTA to get repeatable structures for Meta, Google, TikTok, and other channels.

AdsAds
5Presets
13Specific fields
jsonpromptbuilder.com
Server assembly

Ads

Ads

Live builder
Plain request

Create an SEO article about choosing a CRM for a small business. Include structure, FAQ, and a clear CTA.

Transformation
  • Common fields + category settings + humanization
JSON prompt
{
  "category": "ads",
  "task": "...",
  "common_settings": { ... },
  "category_settings": { ... }
}

Builder

Builder: Ads

Start with the common settings, then tune the category-specific fields and generate a ready-to-use JSON prompt.

Builder mode

Builder mode

Play mode keeps the whole form on one screen, while Wizard guides the user through clear numbered steps.

Blank mode

Start from scratch

Use it when the request does not fit one category cleanly and you want a more universal JSON prompt setup.

PRO

Quick start and presets

Use a built-in scenario to fill the form fast, then export, import, or share your own preset configuration.

Preset families

Core starters

Reliable starting points for the most common use cases in this category.

3
Starter

Google search sales

For search ads with direct intent and a tight focus on the offer.

Use case: General use case

Starter

Meta UGC lead gen

A strong starting point for Meta UGC creative with pain, benefit, and a lead CTA.

Use case: General use case

Starter

TikTok hook test

Built for testing short native-style ad hooks on TikTok.

Use case: General use case

Preset families

Competitor analysis

Scenarios built around market comparison, objection handling, and differentiation.

1

Preset families

Customer journey

Presets aligned with awareness stages and movement through the funnel.

1
1

Task

Describe the plain-language request in your own words. This value will be stored as the task field in the final JSON.

2

Common settings

These parameters affect the result regardless of the selected category.

Target audience

Who the content or prompt is primarily written for.

Beginners: an audience with limited experience that needs a clear explanation.

Reasoning method

How the model should approach the task before producing the final output.

Standard: a direct answer without an extra reasoning framework.

Output language

Which language the model should use in the generated result.

English: the output should be written in English.

Content length

How concise or detailed the final output should be.

Brief

a compact result without long expansion.

BriefLongform
Tone

How the final output should sound emotionally.

Friendly: warm, light, and easy to understand.

Writing style

How the final output should be organized and presented.

Concise: minimal fluff and maximum substance.

Output format

In what format the model should return the result.

HTML: the result should be returned in HTML.

3

Category-specific settings

These fields depend on the selected category and its use case.

Writer role

What professional role the model should take.

Ads copywriter: writes ad copy and performance creative prompts.

What to create

What kind of ad asset should be created.

Ad copy: the main text for an ad.

Ad platform

Where the ad will be used.

Meta Ads: advertising on Facebook and Instagram.

Ad format

What ad format will be used.

Static image: one visual with short copy.

Campaign goal

What main result the campaign should deliver.

Awareness: make the brand more visible and memorable.

Audience awareness

How much the audience understands the problem and your product.

Unaware: not yet thinking about the problem or solution.

Hook angle

What opening angle should grab attention in the first seconds.

Pain point: starts from the audience's problem.

Offer type

What type of offer the ad is built around.

Discount: the main motivator is a lower price.

Proof elements

What should reinforce trust in the ad and the offer.

You can choose multiple options.

Urgency level

How strongly the ad should push the audience to act right away.

0%

no time pressure.

0%80%
Call to action

What the user should do after seeing the ad.

Buy now: a direct CTA to purchase.

Creative direction

What visual and messaging direction fits the ad best.

Before / after: shows a transformation or difference.

Sales intensity

How much direct sales pressure the ad copy should carry.

0%

almost pure awareness with little pressure.

0%80%
4

Additional sections

Named blocks for rules, constraints, examples, and any context that does not fit into the standard fields.

Additional sections

Named blocks for rules, constraints, examples, and any context that does not fit into the standard fields.

Sections left: 10

Use this area for brand rules, negative examples, legal constraints, or formatting instructions.

5

Humanization controls

Reduces recognizable AI markers, makes the tone feel more natural, and lets you explicitly exclude common AI phrases.

Humanization controls

Reduces recognizable AI markers, makes the tone feel more natural, and lets you explicitly exclude common AI phrases.

Which AI markers to avoid

Choose the phrases and constructions the model should avoid.

Custom phrases to exclude

List additional phrases or constructions to avoid. Use one phrase per line.

6

Review and generate

Use the generated JSON prompt right away: copy it, download it, and drop it into any AI workflow or internal tool.

Send feedback

Result

Generated JSON prompt

Use the generated JSON prompt right away: copy it, download it, and drop it into any AI workflow or internal tool.

Ads

Ads

The ads builder is built for performance teams that need structured prompts for ads, UGC scripts, hooks, and offer-driven messaging.

It includes controls for platform, format, awareness stage, hook angle, offer type, creative direction, urgency, and sales intensity.

This makes it easier to test new combinations faster and standardize prompt preparation across creatives, copy, and video scripts.

FAQ

FAQ

Can I use the builder for both ad copy and creative prompts?

Yes. The category includes content types for ad copy, creative prompts, video hooks, UGC scripts, and other ad tasks.

Are multiple ad platforms supported?

Yes. The ads category includes a dedicated platform selector with Meta, Google, TikTok, YouTube, and more.

Can I control the offer and urgency?

Yes. The builder includes offer type, urgency level, CTA, and sales-intensity controls.

Can I reduce AI-sounding phrasing in ad copy?

Yes. The shared humanization block lets you avoid common AI phrasing and add your own exclusion list.