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AI answer exercises

Practise checking an answer and its sources using Carqo’s examples.

Three exercises

The answers are fixed. Nothing here contacts an AI service or assesses your business.

What does this answer tell you?

An assistant says Fern Workshop opens on Sundays and links to an old opening hours page.

What this shows

The answer names Fern Workshop. It says nothing yet about the hours.

Learn how to review an incorrect answer
Read an answer

An assistant says Fern Workshop opens on Sundays and links to an old opening hours page.

A mention. The answer names Fern Workshop. It says nothing yet about the hours.

A citation. The answer links to a page. Open it and check the disputed detail, because a link doesn't make every statement correct.

A business fact. The current business record says Monday to Friday. The owner should review the conflict before anyone publishes a correction.

Learn how to review an incorrect answer
Read a percentage

Ten attempts were made. A percentage needs its readable answers and its capture coverage beside it.

Complete sample. Three mentions in ten readable answers. All ten attempts produced answers.

Two missing answers. Three mentions in eight readable answers. Two attempts gave no readable answer, and a missing answer isn't an absence.

No readable answers. All ten attempts are missing. With no answers to look at, a mention rate is unavailable.

Understand the numbers and their limits
Choose a review

Pick a finding to see what evidence to keep and what to review next.

Incorrect opening hours. Keep the exact answer and the linked page. Compare the hours with the owner's record and prepare a correction for the owner.

No business mention. Save the full answer and the context of the question, then check the cited sources. One answer without your name doesn't say why you were left out.

No readable answer. Keep the failed capture and its reason, and don't count it as an absence. Check your collection coverage before you read a rate.

Continue with a practical guide