Shopify review intelligence

Reviewant turns reviews into usable sentiment reports

Connect launch-ready review providers, sync review data, and give your team clear sentiment, topic, emotion, and report snapshots inside Shopify admin.

Read setup guide Review launch FAQ
Three launch providers Judge.me, Yotpo, and Klaviyo Reviews.
PDF and CSV Export report snapshots without using extra quota.

A sharper way to read customer feedback

Reviewant is built for merchant experience teams that need reliable review ingestion, practical analytics, and compliance controls.

Review data in one place

Sync supported provider reviews into a normalized review store with provider metadata, sync history, and manual refresh controls.

  • 1Supports Judge.me, Yotpo, and Klaviyo Reviews.
  • 2Daily, weekly, custom, and manual cadence paths are documented.
  • 3Connector state is visible through the integrations screen.

AI-backed insight pipeline

Sanitized review text feeds analysis workflows for sentiment labels, topic clustering, summaries, language detection, and confidence metrics.

  • 1Emails, phone numbers, URLs, and social handles are redacted.
  • 2Topic and emotion rows support deeper investigation.
  • 3Dashboard summaries can use cached AI-authored text.

Reports your team can share

Build report snapshots from analytics rollups, then revisit, export, and compare them without spending extra report quota.

  • 1PDF snapshots for stakeholder updates.
  • 2CSV tables for deeper analysis.
  • 3Report quota is consumed only when generating a new report.

Inside the app

Dashboards built for repeated review cycles

The authenticated app layers integration status, sentiment snapshots, trends, topic highlights, report history, and export actions into the workflows merchant teams use to review customer feedback.

  • ATrack aggregate sentiment, average rating, and review volume.
  • BFilter analytics by dimensions such as product and collection.
  • CUse report history to return to completed snapshots.
Reviews analysed24
Average rating4.6
Sentiment score0.64

Sentiment trend

Topic highlights

  • 1Fast shipping surfaced as a positive topic.
  • 2Deep-dive tables keep long-tail feedback searchable.
  • 3Featured review excerpts can feed exported snapshots.

From connection to report snapshot

Reviewant follows a clear flow: connect providers, sync reviews, analyse safely, and export what matters.

Connect a launch provider

Use the setup guide for Judge.me, Yotpo, or Klaviyo Reviews.

Choose a sync cadence

Use daily, weekly, custom, or manual syncs depending on the merchant workflow.

Analyse sanitized text

Reviewant redacts sensitive patterns before AI-backed analysis requests.

Share finished reports

Generate a report, revisit it later, and export PDF or CSV snapshots.

Launch pricing from the app configuration

Start with a small monthly allowance, then upgrade or add a report pack when stakeholder reporting needs increase.

Free

For validating fit and generating a small number of snapshots.

$0 / month

  • 13 reports per calendar month.
  • 2Viewing and exporting existing reports does not use quota.
  • 3Manual setup and support resources.
Configured plan

Pro

For teams reviewing sentiment weekly and sharing findings across the team.

$19.99 / month

  • 130 reports per calendar month.
  • 2PDF and CSV exports for completed reports.
  • 3Dashboard and analytics summaries inside Shopify admin.

Report top-up

For months where additional snapshots are required beyond plan allowance.

$9 / pack

  • 110 extra reports.
  • 2Used only when creating new report snapshots.
  • 3Designed for seasonal or ad hoc reporting spikes.

Launch FAQ

Key setup, sync, quota, and AI usage details for launch.

Which providers are supported at launch?

Reviewant supports Judge.me, Yotpo, and Klaviyo Reviews at launch.

How often do reviews sync?

Merchants can use daily, weekly, or custom sync cadence settings, and can request manual syncs when needed.

What uses report quota?

Only generating a new report uses quota. Viewing, exporting, and revisiting existing reports do not.

How is AI used?

AI is used for sentiment analysis, topic clustering, and summaries. Sanitized review text is used for those requests.

Need help with a setup?

Open the support widget for provider setup, sync issues, report quota, or unexpected app states. Include your Shopify store domain and the affected review provider so we can trace the issue quickly.