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Food & local business Project concept

Restaurant feedback theme analyzer

Group supplied comments into food, service, atmosphere, and recurring issues while keeping the source comments available.

AI textInteractive UI
Start with this idea →Read the starter prompt

A specific idea to build and test, not a ready-made template. Starting opens an editable prompt; it does not begin a paid generation.

The useful part

What someone would do.

  1. Paste a review batch you can use
  2. Request a theme summary
  3. Compare each theme with the underlying comments

The capabilities behind it

Why Div-idy fits this idea.

Div-idy provides building blocks for this project rather than a separate prebuilt integration for every use case. Here is the role each capability would play.

AI text and reference context

Div-idy connects supported projects to AI text generation and AI Context. Supplied reference information and instructions can guide an assistant's answers, drafts, explanations, or comparisons without exposing a provider API key in the page.

For this project: Summarize supplied comments using the restaurant's chosen categories.

How this capability works →

Interactive interfaces

Div-idy generates React and TypeScript interfaces from plain-language prompts. Forms, filters, calculations, timers, and browser graphics can run in the project without calling an AI model for every interaction.

For this project: Keep generated conclusions alongside the source text for review.

How this capability works →

Make the idea specific to you

Decide these details first.

  • Permitted feedback sources
  • Theme categories
  • How to remove unnecessary personal information

Keep the promise realistic

What to check before relying on it.

Do not invent customer intent, scrape restricted review sources, or treat generated themes as statistically proven findings.

Test the full workflow with your own information, including empty inputs, mistakes, mobile controls, and any published behavior. These concepts have not been individually built or verified.

Capability limits for this idea

AI text and reference context: AI features use the owner's AI-tool allowance separately from building the project. Context is reference material, not model training or an automatic connection to private systems; outputs can be wrong.

Interactive interfaces: Generated code checks are not a substitute for testing the actual interactions, calculations, and mobile layout. Arbitrary packages and custom server programs are outside the prepared runtime.

Use it where it belongs

Keep it personal, or share it deliberately.

Start with an owner-only workflow in your private project preview. Publish only the visitor-facing pages or explicitly approved records you intend to share. An unlisted live link is not an authenticated staff workspace.

Publishing and privacy Website embeds Custom domains

Your starting point

A prompt you can make your own.

Build a restaurant feedback theme analyzer for an owner reviewing collected feedback.

Goal: Group supplied comments into food, service, atmosphere, and recurring issues while keeping the source comments available.

The main flow should let a person:
1. Paste a review batch you can use.
2. Request a theme summary.
3. Compare each theme with the underlying comments.

Details I will supply or customize:
- Permitted feedback sources
- Theme categories
- How to remove unnecessary personal information

Use these supported Div-idy capabilities:
- AI text and reference context: Summarize supplied comments using the restaurant's chosen categories. Use the built-in AI tool and relevant AI Context. Start requests only after an intentional user action, show loading and error states, and let the user review the answer. Do not invent an external API connection.
- Interactive interfaces: Keep generated conclusions alongside the source text for review. Use supported React and TypeScript components and browser APIs. Keep ordinary calculations and interactions deterministic; do not call AI for them.

Important boundary: Do not invent customer intent, scrape restricted review sources, or treat generated themes as statistically proven findings.

Make the layout work on desktop and mobile, with clear labels, keyboard-friendly controls, and useful empty, loading, and error states. Use clearly labeled sample information until I supply real content. Do not invent integrations, secure visitor logins, payments, or capabilities that are not available. Keep the first version focused on this main flow.

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