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Documentation Index

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Meridian’s reviews dashboard gives you a centralized view of every merchant review your app has received on the Shopify App Store. Instead of checking the Partner Dashboard manually, you can monitor your star rating, read new feedback, track review trends, and act on merchant sentiment — all from one place. Review data connects directly to your Growth OS ranking data, so you can see how your rating affects your App Store position in context.

Your star rating and review count

The reviews summary at the top of the page shows your current aggregate star rating alongside your total reviewCount. Meridian surfaces both figures from your app’s App Store listing data. A higher star rating directly influences where your app appears in category and search results. Shopify’s App Store algorithm factors in review recency, volume, and rating when calculating rankings — so a steady stream of positive, recent reviews has more impact than a large backlog of older ones.
Your reviewCount and rating fields map to the same fields on competitor apps in the Growth OS Competitors view (Competitor.rating, Competitor.reviewCount), so you can benchmark your standing against similar apps in your category at a glance.

Monitoring your App Store ranking

Your reviews don’t exist in isolation — they’re one of the key signals that drive your App Store ranking. Meridian’s Growth OS surfaces your ranking data alongside your reviews so you can track the relationship between the two.

Current position

Your app’s current rank in your primary category (AppStoreRankingSummary.currentPosition).

Position change

How many positions you’ve moved since the previous period (positionChange). A positive value means you moved up; a negative value means you moved down.

Previous position

Your rank in the prior period (previousPosition) for direct comparison.

Category context

The category or search context for your ranking (context), along with per-category breakdowns if available (byCategory).
If your rating drops or your review velocity slows, you’ll typically see your positionChange turn negative within a few weeks. Keeping an eye on both metrics together gives you earlier warning than tracking either one alone.

Reading merchant feedback

The reviews feed shows each review with its star rating, review text, and submission date. Use the feed to:
  • Identify recurring praise or complaints across multiple reviews
  • Spot reviews that mention specific features, bugs, or missing functionality
  • Prioritize product work based on what merchants are actually writing about
Filter reviews by star rating to quickly isolate your lowest-rated feedback. Reading 1-star and 2-star reviews first is the fastest way to find actionable product signals.

Responding to merchant reviews

Responding to reviews — especially negative ones — is one of the highest-leverage activities for improving your App Store conversion rate. Prospective merchants read your responses as a signal of how you handle problems.
1

Open the review

Click any review in the feed to open its detail view. You’ll see the full review text, star rating, and submission date.
2

Draft your response

Write a response directly in Meridian. Keep it specific — reference the merchant’s actual feedback rather than using a generic template. Acknowledge the issue, explain what you’ve done or are doing about it, and invite them to reach out directly if the problem persists.
3

Publish your response

Submit your response. It will appear publicly on the Shopify App Store under the merchant’s review.

Best practices for responding to negative reviews

Negative reviews are visible to every merchant who considers installing your app. A well-crafted response can offset the impact of a bad rating by demonstrating that you’re responsive and take quality seriously.
Aim to respond within 24–48 hours. A recent, thoughtful response signals active support. An unanswered 1-star review from six months ago signals the opposite.
Acknowledge the merchant’s experience without minimizing it. If there was a bug, say so. If there was a misunderstanding, explain it clearly. Avoid generic phrases like “we’re sorry you feel that way.”
End every negative review response with a direct path forward — your support email, a link to documentation, or a statement that you’ve shipped a fix. Merchants reading your response want to know the problem is solvable.
Shopify’s policies prohibit offering discounts, free plans, or other incentives in exchange for changing or removing a review. Violating this can result in your app being removed from the store.
If a review violates Shopify’s review policies — for example, it was left by a competitor or contains false information — flag it through the Partner Dashboard for Shopify to evaluate.

How reviews affect your App Store ranking

Shopify’s ranking algorithm is not fully public, but the factors that matter most are well-established from partner experience:
SignalImpact
Average star ratingHigh weight — a drop from 4.8 to 4.2 visibly affects position
Review recencyRecent reviews carry more weight than older ones
Review velocityA consistent rate of new reviews is better than occasional bursts
Response rateResponding to reviews is a positive signal for listing quality
Uninstall rateHigh uninstall rates (visible in your analytics dashboard) correlate with ranking drops
Soliciting fake reviews or review-swapping with other developers violates Shopify’s Partner policies and can result in permanent removal from the App Store.

Using review insights to improve your app

Reviews contain some of the most direct product feedback you’ll receive. Use Meridian’s reviews data systematically to inform your roadmap.
1

Categorize recurring themes

Read through your 1-star and 2-star reviews and group them by theme — missing features, setup friction, pricing concerns, performance issues, or support quality. Patterns across multiple reviews indicate systemic problems.
2

Cross-reference with uninstall reasons

Compare the themes you find in reviews with the uninstall reasons in your analytics dashboard. If a feature complaint appears in both sources, it’s a high-priority signal — merchants are writing about it and leaving because of it.
3

Track rating changes after releases

After shipping a fix or new feature in response to review feedback, monitor whether your rating improves and whether new reviews mention the same issue. This closes the feedback loop and confirms the fix was effective.
4

Surface positive feedback for positioning

Your highest-rated reviews often contain phrases that resonate with merchants in your category. Use the language merchants use in positive reviews to improve your App Store listing description, making it more relevant to what merchants actually search for.

Growth OS context

Your reviews sit within a broader picture of App Store positioning. Meridian’s Growth OS surfaces several related data sources alongside your reviews:

Competitors

Compare your rating and reviewCount against competitors in your category. Growth OS shows each competitor’s position, positionChange, rating, and reviewCount so you can benchmark realistically.

Category ranking

See where your app ranks within its category and how that position has changed week over week (changeLastWeek). Ranking data includes per-category breakdowns if your app appears in multiple categories.

New apps

Monitor newly published apps in your category. A new entrant with strong early reviews can shift rankings quickly — knowing about them early lets you respond proactively.

Ads in your category

See which apps are running paid ads on keywords in your category (CategoryAds), how much competition exists per keyword, and which keywords have the most bidders. High ad spend from competitors often correlates with categories where organic review velocity matters most.
Last modified on May 5, 2026