Cerebral vs Decimal

Side-by-side comparison of AI visibility scores, market position, and capabilities

Cerebral leads in AI visibility (43 vs 18)

Cerebral

ChallengerMental Health Tech

Online Psychiatry & Therapy

Online mental health platform for therapy, medication management, and psychiatry, San Francisco CA, raised $300M+. Serves anxiety, depression, ADHD, and insomnia.

AI VisibilityBeta
Overall Score
C43
Category Rank
#1 of 1
AI Consensus
64%
Trend
up
Per Platform
ChatGPT
41
Perplexity
53
Gemini
48

About

Cerebral is a San Francisco, California-based online mental health company founded in 2020 that offers therapy, psychiatric evaluations, and medication management through a telehealth platform. The company raised over $300 million, achieving unicorn status in 2021 during a period of rapid growth, and serves patients with conditions including anxiety, depression, ADHD, insomnia, and bipolar disorder through a subscription-based access model.\n\nCerebral's model is designed to make psychiatric care and therapy more accessible than traditional in-person services by offering online intake, same-week appointments with licensed clinicians, electronic prescriptions, and medication delivery through pharmacy partners. The platform serves both self-pay and insurance-covered patients, having expanded insurance contracting significantly to reduce cost barriers. Cerebral employs a large clinician workforce of therapists and psychiatric nurse practitioners operating across most US states.\n\nThe company navigated a period of regulatory and reputational scrutiny in 2022–2023 related to prescribing practices and marketing claims, which led to leadership changes, workforce restructuring, and a strategic refocus on clinical quality and compliance. Cerebral has since invested in clinical governance infrastructure, stricter prescribing protocols, and transparent outcomes reporting. The company continues to compete with Talkspace, Done, and Done Global in the online psychiatry and therapy market, and has repositioned around a more clinically rigorous, insurance-first approach following the operational challenges of its hypergrowth phase.

Full profile

Decimal

EmergingFintech

Tech-Enabled Bookkeeping

Tech-enabled bookkeeping pairing dedicated accountants with proprietary automation; flat monthly subscription; founded 2020 in Fishers, Indiana; faster close with full client transparency.

AI VisibilityBeta
Overall Score
D18
Category Rank
#1 of 1
AI Consensus
84%
Trend
up
Per Platform
ChatGPT
21
Perplexity
17
Gemini
23

About

Decimal is a Fishers, Indiana-based technology-enabled bookkeeping company that provides small businesses with a dedicated accounting team and a modern software platform for a flat monthly subscription. Founded in 2020, Decimal was built to address the most common frustration of small business owners who have outgrown DIY bookkeeping but find traditional bookkeeping firms slow, expensive, and opaque. Decimal pairs each client with a dedicated bookkeeper and accounting team who are supported by proprietary software that automates routine transaction processing, exception identification, and reporting, allowing the human team to focus on accuracy review, month-end close, and client communication rather than manual data entry.\n\nDecimal's product experience centers on transparency and responsiveness. Clients access their books through a web portal with real-time financial dashboards showing cash position, profit and loss, and accounts receivable and payable balances. The platform includes a communication thread for each question or task, giving small business owners visibility into the status of their bookkeeping without email chains or phone tag. Decimal's pricing model is a flat monthly subscription based on business complexity rather than hours worked, making costs predictable and removing the billing anxiety that characterizes traditional bookkeeping relationships.\n\nDecimal targets small businesses with $500,000 to $10 million in annual revenue that need accurate, timely books and periodic financial guidance but are not yet ready for a full-time accounting hire or a CFO-level engagement. The company operates as a fully remote team and serves clients across the United States in industries including professional services, e-commerce, retail, and service businesses. Decimal competes with Bench, Pilot, and Botkeeper in the technology-enabled bookkeeping market, differentiating on its dedicated team model, the quality of its software-plus-human integration, and its Midwestern operational roots that keep its cost structure competitive.

Full profile

AI Visibility Head-to-Head

43
Overall Score
18
#1
Category Rank
#1
64
AI Consensus
84
up
Trend
up
41
ChatGPT
21
53
Perplexity
17
48
Gemini
23
44
Claude
18
38
Grok
22

Capabilities & Ecosystem

Capabilities

Only Cerebral
Online Psychiatry & Therapy
Only Decimal
Tech-Enabled Bookkeeping

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