Playbook

What Playbook does

Playbook (legally Herring Labs, Inc.) was a San Francisco-based digital financial planning platform founded in 2020 that targeted millennial consumers with a self-serve, freemium-to-subscription model for optimizing tax advantages and building retirement plans. The platform enabled users to link external financial accounts, manage Roth IRA and brokerage accounts, and access educational content covering tax planning, retirement planning, and wealth building. Investment advisory services were delivered through a wholly-owned subsidiary, Herring RIA Sub, LLC, operating under the "Playbook Adviser" brand, while the core software platform ran under the "Playbook" brand. Distribution was direct-to-consumer via the helloplaybook.com website with a content-led acquisition funnel supplemented by organic social presence on Instagram, Facebook, Twitter/X, and TikTok.

The company monetized through subscription-based recurring revenue, with no publicly disclosed pricing tiers. Playbook had raised approximately $12.6 million in venture funding — a $5.6 million seed round led by Atomic Labs in October 2021 and a $7 million round led by Titanium Ventures (with participation from Atomic and Operator Partners) in March 2023. By the time of the seed announcement, the platform reportedly had over 10,000 users and a 50,000-person waiting list. Account custody and transaction processing were handled through a partnership with Apex Clearing.

On October 1, 2024, Playbook announced the wind-down of operations, with the platform accessible until October 31, 2024. Investment advisory services ceased immediately, subscription charges were halted, and clients were instructed to transfer assets to external accounts. Apex Clearing was retained to issue tax forms to former clients in 2025. The company has no patent portfolio, no disclosed AI/ML capabilities, no enterprise customers, and no awards or recognition recorded in the available data.

Name

Playbook

Legal name

Herring Labs, Inc.

Website

https://helloplaybook.com

Company type

Private

Founded year

2020

Operating status

Closed

Headcount range

11–50 employees

Short description

Playbook was a San Francisco-based consumer financial planning app for millennials that offered tax optimization, retirement planning, and account management (Roth IRA, brokerage) via a subscription model. Operations wound down effective October 31, 2024.

Ownership category

akta.pro rank

Product category

Personal Financial Planning Software

NAICS

Portfolio Management and Investment Advice (523940)

SIC

Investment Advice (6282)

akta.pro primary industry

Bill Management & Subscription Management (FSAGADAG)

Keywords

• Tax optimization platform
• Investment advisory services
• Retirement planning app
• Personal finance software
• Wealth management tool

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2C

Offering type

Software

Cost components

Technology or R&D, Marketing or Sales, Personnel, Operations, Infrastructure

Revenue model

1. Subscription Services: Subscription-based revenue model offering investment advisory services and tax optimization platform access. Users who subscribed beyond the wind-down date (October 31, 2024) received refunds for unused portions.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels6 records

Core offering

Playbook was a digital financial planning platform that helped millennial users optimize tax advantages, build retirement plans, and manage investment accounts including Roth IRAs and brokerage accounts. The platform enabled users to link external financial accounts, access tax optimization tools, and consume educational content, with optional managed-account investment advisory services delivered through its affiliated RIA subsidiary (Herring RIA Sub, LLC, dba Playbook Adviser). The company wound down operations on October 31, 2024.

Product overview

Playbook was a unified financial planning platform offering two integrated services: (1) the Playbook Platform by Herring Labs, Inc., which provided tax optimization tools, financial planning resources, and account management, and (2) Playbook Adviser by Herring RIA Sub, LLC, which offered investment advisory services for managed accounts. Users could optionally utilize investment services in conjunction with the core platform. The company is currently winding down operations as of October 2024.

Differentiator

Problem solved

Functional benefit

Products and services

• Playbook Platform A self-serve digital financial planning platform for individual millennial users that enabled linking of external financial accounts, tax-optimization planning, retirement planning, and educational content covering Roth IRAs, brokerage accounts, and broader wealth-building strategies. Offered as a subscription-based service with a free trial signup model.
• Playbook Adviser (Investment Advisory Services) Investment advisory services for managed accounts (including Roth IRAs and brokerage accounts), delivered by the company's wholly-owned RIA subsidiary, Herring RIA Sub, LLC, operating under the Playbook Adviser brand. Optional to the core platform and available to clients who chose to utilize managed-account services.

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Partnerships

One partnership is on record.

• Apex ClearingcoreTechnology or IntegrationApex Clearing served as Playbook's custodian for client accounts including Roth IRA and brokerage accounts. They handled account custody, transaction processing, and were responsible for distributing tax forms to clients in 2025 following the platform wind-down.

Scale indicators4 records

Recent moves5 records

Direct peers

• Betterment: Betterment is one of the largest independent robo-advisors offering automated, tax-optimized portfolio management with IRA, Roth IRA, and taxable accounts, plus tax-loss harvesting. It directly overlaps with Playbook Adviser on registered advisory services, target customer (mass-affluent retail), and tax-aware investing thesis.
• Wealthfront: Wealthfront is a leading robo-advisor offering automated investing, tax-loss harvesting, and a Path financial planning tool for retirement, college, and home-buying. It is directly comparable to Playbook's combined planning plus tax-optimized advisory offering and serves a similar millennial/early-career cohort.
• Stash: Stash is a subscription-based investing app purpose-built for beginner and millennial investors, offering fractional shares, retirement accounts, and educational content. It mirrors Playbook's PLG, subscription-driven, education-heavy go-to-market aimed at the same under-40 cohort.
• Acorns: Acorns is a micro-investing app focused on millennials and Gen Z, automating spare-change investing into diversified portfolios with IRA options. It overlaps with Playbook on millennial-focused subscription investing, automated portfolio construction, and embedded financial education.
• M1 Finance: M1 Finance offers self-directed automated investing, IRAs, and dynamic portfolio rebalancing aimed at long-term retail investors. It competes with Playbook on automated tax-aware account management, IRA offerings, and the hands-off millennial investor use case.
• Ellevest: Ellevest is a digital wealth management platform offering goal-based investing, IRAs, and financial planning with a women-focused (and adjacent millennial) target. It is directly comparable to Playbook on subscription pricing, goal-based financial planning, and tax-advantaged account offerings for a younger cohort.

Broad incumbents

• Robinhood: Robinhood is a mass-market retail brokerage that added retirement accounts (including Roth IRA) and gold subscription tiers. While broader than Playbook's advisory model, it competes for the same millennial investor mindshare, IRA dollars, and subscription-driven engagement.
• Fidelity Go: Fidelity Go is Fidelity Investments' robo-advisor offering, providing automated portfolio management integrated with Fidelity's broader brokerage, IRA, and cash management ecosystem. It is an incumbent alternative to Playbook Adviser for consumers seeking a low-fee, registered-adviser solution.
• Charles Schwab Intelligent Portfolios: Schwab Intelligent Portfolios is Schwab's automated investing service offering diversified portfolios, tax-loss harvesting, and integrated IRA accounts within the Schwab platform. It overlaps with Playbook on automated tax-aware advisory and IRA offerings but from a much larger incumbent distribution platform.

Emerging players

• Titan: Titan is an emerging digital investment platform offering actively managed portfolios aimed at younger, higher-income retail investors with a subscription model. It competes with Playbook Adviser on the millennial/professional advisory niche but with active management and a higher AUM focus.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat4 records

Key risks5 records

Key highlights4 records

Customer concentration

• Xx.com/helloplaybook
• Facebookfacebook.com/helloplaybook
• Instagraminstagram.com/hello.playbook
• TikToktiktok.com/@helloplaybook

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Subsidiaries1 record

Funding overview

Funding rounds2 records

Investors3 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Playbook