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Mine Shopify product reviews for buyer pains, exact quotes, page gaps, and competitor comparison. Turn public Shopify product reviews into a verifiable competitor brief. - Finds recurring buyer pains, desires, and objections. - Shows counts, shares, page coverage, and exact supporting reviews. - Filters the analysis by rating, recency, verified status, and reviews added since the previous scan. - Searches and copies exact customer language without leaving the product page. - Compares repeated themes with claims already on the product page. - Saves two to five full scans for normalized competitor comparison. - Tracks pages locally and reminds you when a fresh scan is due. - Copies structured product and comparison briefs for your creative workflow. How it works 1. Open a Shopify product page with visible customer feedback. 2. Open the extension and click Analyze reviews. 3. It reads the public feedback available in the page and its widget. 4. Narrow the corpus and open the reviews behind each insight. 5. Add full scans to Compare to separate shared category problems from product-specific openings. 6. Track the page locally or copy the research brief. Works with common feedback widgets and generic structured markup. Results depend on the customer comments the store makes publicly available. Privacy: Collection, analysis, comparison sets, snapshots, and tracking happen locally in Chrome. No customer text, browsing history, or research data is collected or sent anywhere. The optional Adlicio button opens only the current public product URL in a new tab. WHO MAKES IT: This extension is built by Adlicio (tryadlicio.com), a research tool that turns real customer comments into clear ad angles and hooks. Independent tool. Not affiliated with Shopify Inc. or any feedback provider. Use public content responsibly. OPTIONAL ADLICIO LINKS The extension includes optional links to Adlicio, a separate service with its own account and pricing. Extension features remain free. These links include the extension name and button placement as campaign tags, so Adlicio can attribute visits after you choose to open it. No background usage telemetry is sent.
Sep 6, 2026
rating_count is the Chrome Web Store ratings count, not a written-review count.
Media assets
Screenshots and videos on the listing.
Has promo video
Whether the listing includes at least one video.
Languages
Declared language locales.
Developer website
Listing exposes a developer website URL.
Contact email
Listing exposes a contact email.
Keyword in name
Case-insensitive substring match in the name.
Keyword in description
Case-insensitive substring match in the description.
Keyword occurrences in description
Count of case-insensitive occurrences in the description.
Category user-count percentile
Share of same-category extensions with fewer users (null if unknown).
These are transparent listing completeness / keyword signals, not a prediction of Chrome Web Store search ranking.