Quoli Intelligence across every review surface
One AI brain trained on your store. It summarizes reviews, tracks sentiment, drafts replies and answers in your voice, surfaces Nuggets, and moderates the queue. It never invents, you approve.
Everything QI does in your voice
One brain, trained on your store. It shows up wherever reviews live, from the dashboard to the product page, doing the reading and writing you do not have time for.
A question box on your dashboard. Setup help on every plan, a full agent that clusters complaints and drafts work on Unlimited.
What reviewers actually say, distilled per product and store-wide. Refreshes as reviews accumulate, grounded only in real reviews.
Every review classified positive, neutral, or negative from the text, not the stars. A 4-star average moves slowly, sentiment moves fast.
Drafts a reply to every review in your brand voice. You approve, edit, or regenerate. Even the one-stars.
Drafts shopper answers straight from your reviews and help docs.
Finds the quotable one-liners hiding in long reviews, with a confidence score, ready to pin above the buy button.
Pulls structured details (fit, quality, scent, results) out of free-text reviews so they become filters and summaries.
Auto-publishes the reviews it is confident about and flags the uncertain ones for a human, so the queue never piles up.
Ask anything from your dashboard
Type a question on your dashboard and get a real answer. QI guides you on every plan, and on Unlimited the full agent takes action.
- Cluster the last 30 days of complaints
- Draft three reply variants for this review
What reviewers actually say
Shoppers will not read hundreds of reviews. QI distills them per product and store-wide, so the gist sits right where the decision happens.
Generated only from genuine customer reviews. No invented content, ever.
Refreshes automatically as reviews accumulate, so the summary never goes stale.
On the PDP widget header, the Reviews Sidebar, and your analytics for period-over-period insight.
Sentiment shifts before the stars
A 4-star average can hide a problem brewing in the text. QI reads every review and classifies it positive, neutral, or negative from what the customer wrote, not just the stars they tapped. So you catch a sizing issue or a packaging change before it turns into refunds.
- Spot a quality dip before the support tickets pile up
- Tell a product problem apart from a shipping problem
- Catch the gap between polite stars and honest words
- Track how a packaging or supplier change actually landed
Illustrative. Your real breakdown reflects your own reviews, classified from the text.
QI drafts every reply for you to approve
QI writes the first draft in your voice, for both review replies and product questions, pulling from your reviews and help docs. You approve, edit, or regenerate. Even the one-stars get a thoughtful, on-brand response.
QI reads every review for you
Finds the quotable line buried in a long review and scores how confident it is, ready to pin above the buy button.
Pulls fit, quality, scent, and results out of free text so they become filters and structured summaries.
Auto-publishes the reviews it is confident about and flags the uncertain ones for a human. The queue never stalls.
Built so you stay in control
QI is an assistant, not an autopilot you cannot see. Three rules hold across every surface.
Every summary, answer, and Nugget comes only from real reviews, your replies, and your docs.
AI-drafted work is marked as AI-drafted, so your team always knows what to check.
Nothing publishes until a person approves it. You can edit or regenerate any draft.
Pakistan's largest footwear chain rebuilt social proof from scratch
Stylo built a high-velocity review program across their Shopify Plus storefront and retail outlets, going from zero verified reviews to a category-leading social proof engine.
Read case studyQuestions about Quoli Intelligence?
Anything else, drop us a line. We answer the same day from [email protected].
Does Quoli Intelligence make up reviews or facts?
No. QI is grounded: every summary, answer, and Nugget is generated only from real customer reviews, your past replies, and your help docs. It never invents content, and anything it drafts is labeled as AI work for a human to approve before it publishes.
Which parts of QI are free and which need a paid plan?
The basics, including QI summaries, sentiment insights, and Nugget detection, are part of the platform. The full Ask QI agent that takes action on your behalf, plus brand-trained AI Replies, are on the Unlimited plan. Start on the free forever plan and upgrade when you want the agent.
How does QI learn my brand voice?
It reads your existing reviews, the replies your team has already written, your product copy, and your help docs. Every draft, whether a review reply or a Q&A answer, comes out in that voice. You can correct it any time and it adapts.
Can I ask QI questions about my own store data?
Yes. The Ask QI box on your dashboard answers two kinds of questions: how to use Quoli (on every plan), and real analysis of your reviews like "cluster the last 30 days of complaints" or "summarize sentiment changes this week" (full agent on Unlimited).
Is QI compliance-aware for regulated categories?
Yes. For beauty, supplements, and other regulated categories, QI is built to avoid claims it should not make and to flag wording that needs a human eye before it goes live. You stay in control of what publishes.
Where do the summaries and sentiment show up?
QI summaries appear in the PDP reviews widget header and in the Reviews Sidebar, plus your analytics. Sentiment shows in the analytics dashboard and can render as a small inline row in the product-page widget header.
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