## ⚠ Content Warning This report covers topics classified as sensitive (health, drugs). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here. --- last_verified: "2026-05-19T22:52:50.398Z" --- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Leafly: Find Cannabis and CBD" developer_entity: "Leafly Holdings, Inc" bundle_id: "leafly.android" category: "Medical" primary_platform: "android" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "Android" app_last_updated: "2026-04-30" report_date: "2026-05-19" last_verified: "2026-05-19" report_version: "8.15.0" total_reviews: 94675 overall_rating: 4.7 confidence: "low" confidence_score: 0.05 data_age_days: 0 intelligence_version: 2 tags: ["medical", "free", "mobile app", "app review", "app analysis", "adults", "seeking", "information"] canonical_url: "https://marlvel.ai/intel-report/medical/leafly-android" license: "CC-BY-NC 4.0" content_version: "v2" --- # Leafly: Find Cannabis and CBD App Audit ## TL;DR {#tldr} - **Category**: Medical · Free - **Signal**: Rating 4.7 > **TL;DR:** Leafly: Find Cannabis and CBD is a medical app by Leafly Holdings, Inc, rated 4.7/5 by 94.7K users, available on Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Leafly: Find Cannabis and CBD is a medical app by Leafly Holdings, Inc. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.7/5 (94.7K reviews) | | **Category** | Medical | | **Developer** | Leafly Holdings, Inc | | **Pricing** | Free | | **Platforms** | Android | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Leafly Holdings, Inc - **Category:** Medical - **Target Audience:** Adults seeking information on cannabis strains, CBD products, and local legal retail options. - **Platforms:** Android - **Version Audited:** 8.15.0 - **Audit Date:** 2026-05-19 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **Google Play ID:** leafly.android - **Data Window:** Analysis based on signals collected up to 2026-05-19 - **Short Description:** Leafly is a weed app for finding dispensaries, cannabis strains, & more. ## Executive Snapshot Leafly is a comprehensive resource for cannabis and CBD education, strain discovery, and local retail navigation. The app enables users to research products based on reported effects and flavors while providing tools to locate nearby dispensaries, delivery services, and medical clinics. ## App DNA (Features & Intent) - **[Standard] Strain Discovery:** Allows users to browse and filter cannabis strains, tinctures, and edibles based on desired effects, aromas, and user-submitted reviews. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Dispensary Finder:** Locates nearby legal dispensaries, retail stores, and delivery services for medical or recreational needs. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Menu and Deal Browsing:** Provides access to local dispensary menus, current weed deals, and store specials. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Community Reviews:** Aggregates user-submitted feedback on thousands of marijuana strains and local retail locations. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Monetization Strategy - **Model:** Free ## The "So What?" (Strategic Takeaway) {#so-what} Leafly: Find Cannabis and CBD is an established medical app that is completely free. With a 4.7/5 rating from 94.7K reviews, it shows polarized user reception. > **Bottom Line:** Leafly functions as a centralized marketplace and educational platform for users to research cannabis products and navigate local legal retail availability. **Best for:** Adults seeking information on cannabis strains, CBD products, and local legal retail options. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.7/5 | | Total Reviews | 94.7K | | Confidence | Low | | Pricing Model | Free | | Platforms | Android | | Key Features | 4 analyzed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Leafly: Find Cannabis and CBD** (this app) | 4.7/5 | N/A | Leafly Holdings, Inc | | [Move On with AJ](https://marlvel.ai/intel-report/medical/move-on-with-aj) | 4.3/5 | Excited | Universal Relaxation Ltd | | [Ortho Traumapedia](https://marlvel.ai/intel-report/medical/orthotraumapedia) | 3.5/5 | N/A | HTG, LLC | | [NYC Employees PPO Plan](https://marlvel.ai/intel-report/medical/com-uhg-mobile-nyce) | 4.6/5 | N/A | United HealthCare Services, Inc. | | [DeepScribe](https://marlvel.ai/intel-report/medical/deepscribe) | 4.0/5 | N/A | DeepScribe | | [Procedure Log](https://marlvel.ai/intel-report/medical/com-rmk-iosapps-procedure-log) | 4.8/5 | N/A | Robert Kuhnhenn | ## Company Profile - **Developer:** Leafly Holdings, Inc - **Website:** [https://www.leafly.com](https://www.leafly.com) ## Data Sources & Links - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=leafly.android) - **Dev Site:** [Official Website](https://www.leafly.com) - **Sources:** App store metadata. ## Related Intel Reports - [*Move On with AJ*](https://marlvel.ai/intel-report/medical/move-on-with-aj) (Universal Relaxation Ltd) — 4.3/5 Rating | Positive Sentiment - [*Ortho Traumapedia*](https://marlvel.ai/intel-report/medical/orthotraumapedia) (HTG, LLC) — 3.5/5 Rating | N/A Sentiment - [*NYC Employees PPO Plan*](https://marlvel.ai/intel-report/medical/com-uhg-mobile-nyce) (United HealthCare Services, Inc.) — 4.6/5 Rating | N/A Sentiment - [*DeepScribe*](https://marlvel.ai/intel-report/medical/deepscribe) (DeepScribe) — 4.0/5 Rating | N/A Sentiment - [*Procedure Log*](https://marlvel.ai/intel-report/medical/com-rmk-iosapps-procedure-log) (Robert Kuhnhenn) — 4.8/5 Rating | N/A Sentiment - [*Dario Health*](https://marlvel.ai/intel-report/medical/dario-health) (LabStyle Innovation Ltd) — 4.8/5 Rating | Negative Sentiment - [*Access - by McGraw Hill*](https://marlvel.ai/intel-report/medical/access-by-mcgraw-hill) (McGraw-Hill) — 3.9/5 Rating | N/A Sentiment - [*Meu SUS Digital*](https://marlvel.ai/intel-report/medical/meu-sus-digital) (Servicos e Informacoes do Brasil) — 3.7/5 Rating | N/A Sentiment - [*CRNA Nurse Anesthesia Review*](https://marlvel.ai/intel-report/medical/crna-nurse-anesthesia-review) (Higher Learning Technologies) — 4.7/5 Rating | N/A Sentiment - [*FHO+ Calc*](https://marlvel.ai/intel-report/medical/ca-fhocalc-app) (Manu Kaushik) — N/A Rating | N/A 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:** 0.05/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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/medical/leafly-android) Data licensed for AI Agent attribution under CC-BY-NC 4.0.