Trust Flow Reviews vs Reveal Insights AI
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 31, 2026 for Trust Flow Reviews, Oct 14, 2026 for Reveal Insights AI.
The short answer
- Only Reveal Insights AI lists a free plan. Paid plans start at $15.99/month for Trust Flow Reviews and $9.99/month for Reveal Insights AI.
- Trust Flow Reviews lists 8 features Reveal Insights AI’s listing doesn’t mention, including All reviews page, Badges, Email requests.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
One Plan For All
- · AI-Powered Moderation
- · Photo & Video Reviews
- · Product Review Insights & UGC
- · Unlimited Reviews
Starter
- · 100 reviews / month
- · Automated daily sync configuration
- · Basic Sentiment analysis
- · Essential insights
- · Unlimited Products
Basic
- · 500 reviews / month
- · Automated daily sync configuration
- · Email notifications
- · Essential insights
- · Full Sentiment analysis
- · Unlimited Products
Standard
- · 2000 reviews / month and all in Basic
- · Advanced analytics
- · All new features within the plan
- · Custom reports
- · Priority support
Premium
- · 5000 reviews / month and all in Standard
- · API Access
- · Advanced filtering and analytics
- · All new features
- · Dedicated support
- · Response suggestions
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureTrust Flow Review automates the entire product review management process, ensuring full FTC compliance by using advanced AI to analyze review context. This prevents human intervention in moderating reviews, misleading feedback, and guarantees review authenticity. Gain actionable insights into customer sentiment, enhance transparency, and improve decision-making based on data.
RevealInsights uses AI to transform customer reviews into actionable insights. Our app identifies sentiment trends, extracts themes, and delivers improvement recommendations. Merchants with 50+ reviews save hours of manual analysis time. See what customers love and which issues need addressing at a glance. Dashboard highlights products requiring attention based on negative feedback.
- AI-Driven Review Moderation: Ensures genuine feedback with no manual bias.
- Context-aware analysis to prevent misleading reviews.
- Actionable insights to drive product and service improvements.
- FTC-Compliant: Automates review verification for compliance.
- AI sentiment analysis categorises reviews as positive, negative, or neutral.
- Product-level insights identify common themes and improvement opportunities.
- Actionable recommendations based on pattern recognition in customer feedback.
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  Trust Flow Reviews |  Reveal Insights AI |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Trust Flow Reviews | Reveal Insights AI |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 2 | Not published |
| New reviews, 28 days | 0 | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Trust Flow Reviews | Reveal Insights AI |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $15.99/month | $9.99/month(ahead) |
| Longest free trial | 7 days | Not listed |
| Plans listed | 1 | 4 |
Listing
| Measure | Trust Flow Reviews | Reveal Insights AI |
|---|---|---|
| Shopify category rank | #300 | Not enough data |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Apr 9, 2024 | Mar 24, 2025 |
| Languages | 1 | 1 |
| Developer | MyBranz, Inc. | Shilpakar Tech LLP |
FAQ
Trust Flow Reviews and Reveal Insights AI: common questions
- Is Trust Flow Reviews or Reveal Insights AI cheaper?
- Only Reveal Insights AI lists a free plan. Paid plans start at $15.99/month for Trust Flow Reviews and $9.99/month for Reveal Insights AI. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- Trust Flow Reviews lists 8 the others don’t mention, such as All reviews page, Badges, Email requests, Filtering. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 31, 2026 for Trust Flow Reviews, Oct 14, 2026 for Reveal Insights AI; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 31, 2026 for Trust Flow Reviews, Oct 14, 2026 for Reveal Insights AI. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.