Skip to main content

PWA AI content

The Comments block in the Editor can generate believable reviews in whole batches: texts, ratings, author avatars and developer replies — taking the app's language and geo into account. This saves you from manually writing dozens of reviews for each card.

note

The AI features use OpenRouter. If the models are not selected or the key is not set, the generation buttons will prompt what needs to be configured — select the models and set the key in the OpenRouter settings (the Connections section).

How to generate a batch of reviews​

  1. Open the app → the Editor tab → the Comments block.
  2. At the top of the block, pick a model for text and a model for images.
  3. Click AI comment generation — a parameters window opens.
  4. Set the parameters (see below) and click Generate.
  5. Wait for it to finish — there is a time counter next to the button. The finished reviews will appear in the list.
Tip

Free and «reasoning» models reply in 2–5 minutes — that is normal. For fast generation, pick a lightweight model (for example, Gemini Flash, GPT-4o-mini, Claude Haiku or Grok Mini).

Generation parameters​

  • Comment language — defaults to the app's language; can be overridden for the batch.
  • Country — affects the author names and the style of reviews.
  • Count — how many reviews to generate at once (up to 50).
  • Extra style (opt.) — a free-form hint for the model (for example: «winter theme, bonus 100 FS»).
  • Local slang / dialect (opt.) — regional expressions that the model will mix in.
  • Comments with avatar — the share of reviews for which an author photo will be generated.
  • Negative share (1–3★) — how many reviews will be low scores for believability.
  • Male / Female mix — the gender balance of authors (also affects avatars).
  • Developer reply — the share of reviews for which a reply on behalf of the developer will be generated. The «no replies» position disables them entirely.
  • Emoji in user comments and Emoji in developer replies — turn emoji on or off.

Fine-tuning​

Each review can be edited manually or refined with AI individually:

  • Regenerate the review text (you can hint what to change).
  • Generate or regenerate the developer reply, or add a reply manually.
  • Regenerate the author's avatar.

If you need developer replies for all of them at once, use the 💬 Generate all developer replies ({{n}}) button.

Caution

Deleting a review is irreversible — the app will ask for confirmation.

What's next​

PWA editor

Manifest and icons

On this page