Report updated Apr 16, 2026

TL;DR:Tasks.app by DoorDash is a micro-tasking platform focused on crowdsourcing video and audio data for AI training. Users feel Frustrated, praising financial incentive but frustrated by authentication and login failures.|TL;DR:Tasks.app by DoorDash is a micro-tasking platform focused on crowdsourcing video and audio data for AI training. Users feel Frustrated, praising financial incentive but frustrated by authentication and login failures.
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Tasks.app is a challenged business app that is completely free. With a 2.4/5 rating from 57 reviews, it faces significant user friction. Users particularly appreciate financial incentive, though authentication and login failures remains a common concern.

What is Tasks.app?

Tasks.app by DoorDash is a micro-tasking platform focused on crowdsourcing video and audio data for AI training. It targets gig workers in specific US regions, offering supplemental income for authentic content. While it leverages DoorDash's brand, it currently suffers from severe technical issues and a declining market rank (#92 in its category).

Current Momentum

v1.0

Bug fixes and performance improvements.

AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Active Nemesis

Toloka: Earn online

Toloka: Earn online

By Ai Toloka

Other Rivals

Userlytics
UserTesting
Field Agent
Dscout
Google Opinion Rewards
Streetspotr
Behavior Observation: BOSS
Gigwalk

7-Day Rank Pulse 🇺🇸

Business
#91
27

Rating Pulse 🇺🇸

Recent User MoodAI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

What makes this app unique?

How Is The App's Momentum Right Now?

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What Are The Key Features?

AI Training Data ContributionDifferentiator

Users contribute real-world, authentic video and audio content to help train AI systems.

Task Submission & TrackingStandard

Upload content via simple prompts and track submission status and earnings within the app.

Privacy ControlsStandard

Content is shared only with explicit user consent and secure handling.

How much does it cost?

Free
  • Free to use; users earn money by completing tasks

The app operates as a crowdsourced data collection platform where the 'payment' flows to the user rather than from them, incentivizing participation in AI model training.

Who Built It?

DoorDash, Inc. app icon 1
DoorDash, Inc. app icon 2
DoorDash, Inc. app icon 3
DoorDash, Inc. app icon 4

DoorDash

(24.9M)

Connecting local merchants, delivery drivers, and consumers through a multi-category logistics platform for on-demand delivery and business management.

Portfolio

6

Apps

Free 5
Business60%
Food & Drink40%

Who is DoorDash?

DoorDash operates a vertically integrated three-sided marketplace, controlling the consumer interface, the fulfillment workforce, and merchant operational software. Their primary advantage is the massive network effect and logistics density across thousands of cities, coupled with a subscription layer that locks in consumer demand. A key strategic signal is the expansion into micro-tasking for AI training, leveraging their existing gig-worker network for non-logistics labor.

Who is DoorDash for?

  • Consumers seeking on-demand delivery
  • Gig workers looking for flexible income
  • Restaurant or retail operators managing digital storefronts
Intense

Portfolio momentum

Maintains an exceptionally high development cadence with 44 updates across 6 apps in the last 6 months, with all titles currently active.

Last release · 7d agoActive apps · 6

What do users think recently?

High confidence · 44 reviews analyzed

How did the latest release land?

Overall
2.4/ 5
(57)
Current version
2.4/ 5
0.0 vs overall
(57)
Main signal post-update: financial Incentive.

What is the recent mood?

Frustrated

Recent user voice shows a frustrated sentiment. Users appreciate financial incentive and ease of use, but report authentication and login failures and technical bugs and camera issues.

Limited review volume (44 reviews). Sentiment analysis will deepen as more data lands.

What is the competitive landscape for Tasks.app?

How's The Business Market?

How does it evolve in the Business market?

ChartRankChange
iOSFree#9121

The rivals identified

The Nemesis

  1. -

    Users are happier — sentiment 35/100 vs 25

  2. -

    Higher rated at 3.7★ vs 2.4★

  3. -

    Skill-based Task Access

Contenders

AI UX Analysis

Global Participant Panel

UserTesting

UserTesting

2.6 (6.9K)

UserTesting

While focused on UX, it competes for the same user behavior: recording video/audio content for rewards.

Field Agent

Field Agent

4.6 (12K)

Field Agent

A dominant player in the 'gig-for-data' space, requiring users to submit photos and videos of real-world environments.

Dscout

Dscout

3.9 (4.3K)

dscout

Focuses on qualitative research through video 'missions,' attracting users interested in higher-effort media tasks.

Peers

PayPal and Play Credit Payouts

Location-based Surveys

Task Verification Workflow

Professional Reporting

Offline Functionality

Retail Audit Services

Digital Experience Testing

New Kids on the Block

AI-Driven Survey Matching

In-App Mobile Games

Influence

Influence

AJ Educators

Rapidly growing app that specifically focuses on 'video surveys,' a direct format rival to Tasks.app.

The outtake for Tasks.app

Strengths to defend, gaps to attack

Core Strengths

  • Backed by DoorDash's established brand and payment infrastructure
  • Clear value proposition in the high-demand AI training data market
  • Simple, prompt-based user interface

Critical Frictions

  • Critical technical bugs in authentication and camera functionality
  • Highly restrictive regional availability
  • Poor user sentiment and low App Store rating (2.1)

Growth Levers

  • Expansion into more U.S. regions and global markets
  • Exploiting the gap for high-quality authentic media data over simple surveys
  • Improving transparency and ethical messaging to increase user trust

Market Threats

  • Established global competitors like Toloka with superior stability
  • Public backlash against AI training ethics and low compensation
  • Declining App Store visibility and ranking (currently ↓21)

Key Takeaways

Tasks.app is a challenged business app that is completely free. With a 2.4/5 rating from 57 reviews, it faces significant user friction. Users particularly appreciate financial incentive, though authentication and login failures remains a common concern.

Where Is It Heading?

Trend analysis

Available very soon

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

Marlvel.ai is not affiliated with, endorsed by, or sponsored by Tasks.app, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

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Cite this report

Marlvel.ai. “Tasks.app Intelligence Report.” Updated Apr 16, 2026. https://marlvel.ai/intel-report/business/com-doordash-sensordatacollector

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