--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Trustpilot: Reviews & Ratings" developer_entity: "Trustpilot" bundle_id: "com.trustpilot.new-horizons" app_store_id: "1608392803" category: "Shopping" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-06" report_date: "2026-06-13" last_verified: "2026-06-13T21:35:23.050Z" report_version: "1.66.0" total_reviews: 5804 overall_rating: 4.77 sentiment: "Excited" sentiment_score: 75 confidence: "high" confidence_score: 0.95 top_praise_theme: "Independent review platform provides essential security checks before making online purchases" top_complaint_theme: "Opaque review removal processes lead to user frustration regarding perceived censorship" top_request_theme: "User-initiated verification process for reviews to increase overall platform credibility" review_sample_size: 555 total_review_count: 555 analyzed_review_count: 120 data_age_days: 18 momentum_velocity: "maintenance" intelligence_version: 6 nemesis: "Yelp: Food, Services & Reviews" competitor_count: 7 tags: ["shopping", "freemium", "excited sentiment", "mobile app", "app review", "app analysis", "online", "shoppers", "seeking"] canonical_url: "https://marlvel.ai/intel-report/shopping/trustpilot-reviews-ratings" license: "CC-BY-NC 4.0" content_version: "v2" --- # Trustpilot: Reviews & Ratings App Audit ## TL;DR {#tldr} - **Category**: Shopping · Freemium - **Signal**: Rating 4.77 · Sentiment Excited - **Recent focus**: Opaque review removal processes lead to user frustration regarding perceived censorship (top complaint) · Independent review platform provides essential security checks before making online purchases (top praise) · User-initiated verification process for reviews to increase overall platform credibility (top request) > **TL;DR:** Trustpilot: Reviews & Ratings is a shopping app by Trustpilot, rated 4.77/5 by 5.8K users, with Excited user sentiment (75/100), available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Trustpilot: Reviews & Ratings maintains Excited user sentiment (4.77/5 from 5.8K reviews), with users consistently praising independent review platform provides essential security checks before making online purchases. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.77/5 (5.8K reviews) | | **User Mood** | Excited | | **Category** | Shopping | | **Developer** | Trustpilot | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | High (0.95/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Trustpilot - **Category:** Shopping - **Target Audience:** Online shoppers seeking purchase validation and businesses managing public reputation. - **Platforms:** iOS - **Version Audited:** 1.66.0 - **Audit Date:** 2026-06-13 - **Signal Count:** 555 reviews analyzed - **Confidence:** High (0.95/1.0) - **App Store ID (iOS):** 1608392803 - **Bundle ID:** com.trustpilot.new-horizons - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-06-13 ## Executive Snapshot **What it is:** Trustpilot is an independent review platform for online shopping and services, providing consumer feedback and business reputation management on iOS. **Why users hire it:** Users hire Trustpilot to verify the legitimacy of unknown webshops and hold businesses accountable for service quality, reducing the risk of online fraud. ## App DNA (Features & Intent) - **[Differentiator] Verified Reviewer System:** Distinguishes reviews from verified experiences to reduce noise and potential fraud. - **[Standard] Review Search and Filtering:** Search reviews by keywords and filter by location, recency, star rating, or popular mentions. * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] Business Interaction Tools:** Allows businesses to respond to reviews and manage their reputation directly from the platform. ## Market Position {#market-position} Trustpilot maintains a strong presence in the shopping category, holding the #52 Free position in Denmark. The gap between its high consumer rating and user complaints regarding moderation suggests that its market lead is currently sustained by brand recognition rather than user-experience satisfaction. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free for consumers, Paid business plans for reputation management and analytics - **Analysis:** Consumer-facing app is free to drive volume and data, while revenue is generated via B2B subscription tiers for businesses. ## 🟢 User Sentiment (High Confidence: 120 of 555 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.77/5 - **Platform Split:** iOS 4.8/5 (5.8K ratings) - **Overall Sentiment:** Excited ### Top Praises - **Independent review platform provides essential security checks before making online purchases** ### Top Complaints (Impact Areas) - **Opaque review removal processes lead to user frustration regarding perceived censorship** ### Top Requests (What Users Want) - **User-initiated verification process for reviews to increase overall platform credibility** ## SWOT Analysis {#swot} **Core Strengths:** - Independent brand identity as a trust signal - High-volume review data across global markets - Established B2B reputation management revenue stream **Critical Frictions:** - Opaque moderation processes driving censorship complaints - Inconsistent verification badge standards - Technical instability during review submission **Growth Levers:** - User-initiated verification pathways - Expanded B2B analytics for small enterprises **Market Threats:** - Discovery funnel dominance by Google Maps - Credibility erosion from perceived censorship - Specialized vertical competitors like Consumer Reports ## Recent Changes (v5 → v6) {#recent-changes} The platform's sentiment score declined as user complaints regarding moderation transparency intensified, leading to a shift in PM priorities toward auditing review removal processes. **Overall trend**: Declining **Compared at**: 2026-06-13 ### High-impact changes - **[Declined] Sentiment score reduction** (sentiment) — Sentiment score dropped from 85 to 75, indicating a decline in user satisfaction. - **[Shifted] PM action item pivot** (positioning) — PM action item for review removal shifted from 'Maintain' to 'Pivot', prioritizing an audit of moderation notifications over UI updates. ### Medium-impact changes - **[Added] New risk factors** (swot) — Added 'Technical instability during review submission' (weakness) and 'Credibility erosion from perceived censorship' (threat) to the SWOT analysis. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Trustpilot: Reviews & Ratings vs Yelp: Food, Services & Reviews — Head to Head - **[Yelp: Food, Services & Reviews](https://marlvel.ai/intel-report/food-drink/yelp-food-services-reviews)** by Yelp: Yelp dominates the local services and business review space with a massive, entrenched user base and high-frequency engagement. - **Key differences:** - Integrates real-time booking and reservation workflows directly into the business profile page - Provides deep local search filters for price, distance, and specific service attributes - Leverages a massive community-driven photo and tip ecosystem for every listed business - **Where Trustpilot: Reviews & Ratings wins:** - ✅ Maintains a more focused, independent brand identity unburdened by local navigation or booking features - ✅ Offers a cleaner, less cluttered interface by avoiding the heavy local-search ad-insertion model - **Where Yelp: Food, Services & Reviews wins:** - ❌ Deeply integrated transactional features like table reservations and service quotes drive higher daily retention - ❌ Hyper-local search capabilities provide immediate utility that general review platforms cannot match - **Verdict:** Yelp's moat is built on transactional utility; the target app must decide whether to remain a pure review platform or pivot toward service-booking integrations to compete for daily active users. ### Contenders (Strong Challengers) - **[Google Maps](https://marlvel.ai/intel-report/navigation/google-maps)** by Google: Google Maps is the primary discovery engine for local businesses, effectively capturing review intent at the point of search. - Dominates the discovery funnel by surfacing reviews directly within the primary navigation experience - Utilizes massive location-data signals to provide personalized recommendations based on user movement patterns - **[Tripadvisor: Plan & Book Trips](https://marlvel.ai/intel-report/travel/com-tripadvisor-localpicks)** by Tripadvisor: Tripadvisor serves as a direct competitor in the travel and hospitality review vertical with high update velocity. - Aggregates global travel inventory including flights, hotels, and experiences in one interface - Features a robust forum community that facilitates peer-to-peer travel advice and planning ### Peers (What They Do Better) - **[Houzz - Home Design & Remodel](https://marlvel.ai/intel-report/lifestyle/houzz-home-design-remodel)** by Houzz Inc.: A vertical-specific platform that combines reviews with visual inspiration and professional service discovery. - Visual-first interface allows users to browse project photos before engaging with service providers - Direct connection to home professionals creates a closed-loop ecosystem for renovation projects - **[Consumer Reports](https://marlvel.ai/intel-report/shopping/org-consumerreports-ratings)** by Consumer Reports: Provides expert-led, rigorous product testing that contrasts with the user-generated content model of the target app. - Prioritizes objective, lab-tested data over subjective user sentiment and anecdotal experiences - Subscription-based model ensures independence from the commercial interests of the companies being reviewed - **[Glassdoor | Jobs & Careers](https://marlvel.ai/intel-report/business/com-glassdoor-glassdoor)** by Glassdoor: Operates as a specialized review platform focusing on employer and workplace transparency rather than consumer goods. - Niche focus on salary data and interview experiences creates a highly specific professional utility - Anonymized review submission model encourages higher honesty regarding sensitive workplace culture topics ### New Kids on the Block (What's Innovative) - **[Influenster: Try & Review](https://marlvel.ai/intel-report/lifestyle/com-influenster-mobile)** by Bazaarvoice: High release cadence suggests aggressive iteration on the user-generated content and product sampling model. - Gamifies the review process by offering product sampling opportunities to highly active community members - Focuses on social-proof-driven discovery for consumer packaged goods and beauty products ## What's New - **Latest (v1.66.0, 1 months ago):** General bug fixes and minor UI tweaks to improve the review reading and writing experience. ## App Momentum (Maintenance) {#momentum} - Maintains consistent presence in European charts. - Ships regular stability and performance updates. > **Cadence:** 1 total versions · 0 majors in last 6 months · 37 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Trustpilot: Reviews & Ratings is a market-leading shopping app that is free with in-app purchases. With a 4.77/5 rating from 5.8K reviews, it delivers strong user satisfaction. > **Bottom Line:** Trustpilot holds its category lead through its independent trust signal but risks long-term erosion due to opaque moderation, so the PM should prioritize transparent verification workflows to stabilize contributor trust. **Best for:** Online shoppers seeking purchase validation and businesses managing public reputation. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [HIGH IMPACT] Ship user-initiated verification flow because verification inconsistency is a top complaint → increase platform credibility — *User sentiment data highlights verification badge inconsistency as a primary driver of doubt.* _(trade-off: deprioritize Pause the B2B analytics dashboard refresh — verification trust has a higher impact on long-term contributor retention.)_ - [ ] [PIVOT] [HIGH IMPACT] Audit review removal notifications because opaque moderation is the #1 sentiment complaint → reduce censorship perception — *High-frequency complaints regarding review removal without explanation drive user frustration.* _(trade-off: deprioritize Delay the new search-filter UI updates — moderation transparency is critical to maintaining the platform's objectivity.)_ ### Feature Gaps vs Competitors - Real-time booking and reservation workflows (available in Yelp but absent here) - Expert-led, lab-tested product data (available in Consumer Reports but absent here) ### Outlook: Mixed The review platform market is consolidating around discovery engines that offer transactional utility, leaving Trustpilot's pure-play model increasingly exposed. Unless the platform addresses moderation transparency, it will continue to lose the trust of power users who are critical for maintaining the platform's objectivity. - 🔴 Opaque review moderation processes continue to drive user frustration, which threatens the long-term credibility of the platform's user-generated content. - ⚪ Recent updates focus on stability, but the lack of feature expansion leaves the platform exposed to competitors with higher update velocity. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.77/5 | | Total Reviews | 5.8K | | Sentiment | Excited (75/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Trustpilot: Reviews & Ratings** (this app) | 4.77/5 | Excited | Trustpilot | | [Influenster: Try & Review](https://marlvel.ai/intel-report/lifestyle/com-influenster-mobile) | 4.8/5 | N/A | Bazaarvoice | | [Consumer Reports](https://marlvel.ai/intel-report/shopping/org-consumerreports-ratings) | 4.8/5 | N/A | Consumer Reports | | [Tripadvisor: Plan & Book Trips](https://marlvel.ai/intel-report/travel/com-tripadvisor-localpicks) | 4.8/5 | Thrilled | Tripadvisor | | [Glassdoor | Jobs & Careers](https://marlvel.ai/intel-report/business/com-glassdoor-glassdoor) | 4.8/5 | Frustrated | Glassdoor | | [Google Maps](https://marlvel.ai/intel-report/navigation/google-maps) | 4.7/5 | Mixed | Google | ## Company Profile - **Developer:** Trustpilot - **Website:** [https://trustpilot.com](https://trustpilot.com) - **Social:** [Instagram](https://www.instagram.com/trustpilot) · [Facebook](https://www.facebook.com/Trustpilot) · [X/Twitter](https://twitter.com/Trustpilot) · [YouTube](https://www.youtube.com/c/trustpilotreviews) · [LinkedIn](https://www.linkedin.com/company/trustpilot) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/trustpilot-reviews-ratings/id1608392803?uo=4) - **Dev Site:** [Official Website](https://trustpilot.com) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Influenster: Try & Review*](https://marlvel.ai/intel-report/lifestyle/com-influenster-mobile) (Bazaarvoice) — 4.8/5 Rating | N/A Sentiment - [*Consumer Reports*](https://marlvel.ai/intel-report/shopping/org-consumerreports-ratings) (Consumer Reports) — 4.8/5 Rating | N/A Sentiment - [*Tripadvisor: Plan & Book Trips*](https://marlvel.ai/intel-report/travel/com-tripadvisor-localpicks) (Tripadvisor) — 4.8/5 Rating | Excellent Sentiment - [*Glassdoor | Jobs & Careers*](https://marlvel.ai/intel-report/business/com-glassdoor-glassdoor) (Glassdoor) — 4.8/5 Rating | Negative Sentiment - [*Google Maps*](https://marlvel.ai/intel-report/navigation/google-maps) (Google) — 4.7/5 Rating | Mixed Sentiment - [*Yelp: Food, Services & Reviews*](https://marlvel.ai/intel-report/food-drink/yelp-food-services-reviews) (Yelp) — 4.5/5 Rating | Mixed Sentiment - [*Houzz - Home Design & Remodel*](https://marlvel.ai/intel-report/lifestyle/houzz-home-design-remodel) (Houzz Inc.) — 4.8/5 Rating | Negative Sentiment - [*Groupon - Local Deals Near Me*](https://marlvel.ai/intel-report/shopping/groupon-local-deals-near-me) (Groupon, Inc.) — 4.8/5 Rating | N/A Sentiment - [*Koupon: Real Deals & Codes*](https://marlvel.ai/intel-report/shopping/koupon-real-deals-codes) (Koupon Inc.) — 4.8/5 Rating | N/A Sentiment - [*Best Buy: Tech Deals & Savings*](https://marlvel.ai/intel-report/shopping/best-buy-tech-deals-savings) (Best Buy Co., Inc.) — 4.9/5 Rating | Positive Sentiment ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** — Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** — Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** — Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction and evidence quoting. 4. **Competitive Landscape Analysis** — Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** — Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.95/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 555 - **Data Sources:** user reviews, developer website, company about page, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/shopping/trustpilot-reviews-ratings) Data licensed for AI Agent attribution under CC-BY-NC 4.0.