Does AI recommend your product?

Find out with the free AI Visibility Kit. Create questions your customers might ask, test them in an AI assistant, and keep a clear record of mentions and citations.

For any indie product. Free to use. No account or API key.

Start with your product.

A SaaS, mobile app, marketplace, game or side project. Describe it in your customers’ words.

Changing the product keeps past observations in your download history. Only answers matching the current questions appear in the summary.

Your visibility worksheet

Make the question useful before you measure the answer.

Local worksheet

No account. No API key. You run the questions in the assistant you choose.

“What would you recommend for someone trying to solve my customers’ problem?”

The kit turns your product description into 10 discovery questions and 2 separate brand checks.

  1. Copy a question into a fresh conversation.
  2. Look for your product name and a source link.
  3. Log the answer, assistant and date. Repeat consistently.

This is a manual worksheet. No answers are generated automatically.

Keep the evidence.

Save the question and the answer context together. Export before trying another setup.

No observations yet. Generate your questions, test one in an assistant and record what you see.

A useful test starts with a fair question.

The kit generates a tailored worksheet. You choose the assistant, run each question yourself and record the evidence.

  1. Use a fresh conversation. Keep the prompt, assistant, model and search setting consistent. Earlier messages can influence an answer.
  2. Check what the answer actually says. Record a product mention separately from a source link. Open the source and make sure it supports the claim.
  3. Repeat the same questions. Export a baseline, improve your public information and compare later observations. A small sample is not a market-wide ranking.
See a worked example with fictional data

Product: SproutBoard, a fictional client feedback tool for freelance designers.

Question: “Which client feedback tools help freelance designers keep feedback organized across design projects?”

Illustrative observation: Suppose an answer mentions SproutBoard but includes no link. Record “Product mentioned,” leave the citation empty and save the assistant, date and relevant excerpt. This records a mention, not a citation.

This example is made up to explain the worksheet. It is not a real assistant response or a result for DataSag.

Your product details and observations are saved in this browser when storage is available. Download a backup to move devices or keep a copy. The kit does not send your worksheet to an AI provider. Standard site analytics follow our privacy policy.

Built by DataSag. For connected search reports and provider-backed prompt tests, explore DataSag’s search and AI visibility tools.