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What is Quoli Intelligence

The intelligence layer inside Quoli: what QI does, where it lives, and how QI actions work.

Quoli Intelligence, QI for short, is the intelligence layer woven through Quoli. It reads your reviews so you do not have to read every one, drafts the routine writing, and surfaces the patterns worth acting on. You will see its work marked with a small sparkle and a QI badge wherever it helped.

What QI does across Quoli

  • Drafts replies and answers. One click drafts a review reply or a question answer in your voice, for you to edit and publish.

  • Summarizes reviews. Short, current summaries of what reviewers actually say, per product and store-wide.

  • Reads sentiment. Every review is classified, so trends show up in your analytics before they show up in your refunds.

  • Finds nuggets. QI spots quotable lines in incoming reviews and queues them as opportunities with confidence scores.

  • Extracts attributes. Fills structured details like fit and quality from review text you already have.

  • Moderates with confidence. The QI confidence check auto-publishes only reviews it is sure about and holds the rest for you.

  • Works the ads studio. Template matchmaking, ad copy variants, and image cleanup.

  • Answers you directly. Ask QI is the question box on your dashboard, from setup help to real analysis.

What QI never does

Three rules hold everywhere. QI never invents content: no fabricated reviews, quotes, or numbers, everything traces to a real source. QI drafts are labeled, in your admin and in your workflow, so you always know what had help. And you have the final say: drafts wait for your edit and your publish click.

QI actions and your allowance

Each piece of work QI does for you, a reply draft, an answer, a summary, an extraction run, counts as one QI action. Your plan includes an allowance of QI actions, and Quoli is deliberately frugal with them: results are kept and reused, so re-opening a draft or a summary never spends another action. Storefront visitors reading a QI summary cost you nothing.

Where QI lives by plan

  • Every plan. Ask QI for setup and how-to questions, with an allowance shown right in the drawer.

  • Growth. QI review summaries, QI confidence moderation, and QI-found nugget opportunities.

  • Unlimited. The full suite: QI replies, QI answers, sentiment insights, attribute extraction, ad copy and image tools, and the full Ask QI agent trained on your store.

šŸ’” Tip: Start with the workflow that hurts most. Drowning in unanswered questions? QI answers pay for the upgrade alone. Buried in reviews you never read? Summaries and sentiment turn the pile into a briefing.

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