Arcadia vs Decimal

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

Arcadia leads in AI visibility (51 vs 18)
Arcadia logo

Arcadia

ChallengerHealthcare Revenue Cycle & Health IT

Population Health & Value-Based Care Analytics

Population health and value-based care analytics platform aggregating clinical and claims data for health systems and ACOs. Burlington MA, raised $100M+.

AI VisibilityBeta
Overall Score
C51
Category Rank
#1 of 1
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
50
Perplexity
45
Gemini
46

About

Arcadia is a healthcare data and analytics company that helps health systems, ACOs, and payers succeed in value-based care arrangements. Headquartered in Burlington, Massachusetts, and having raised more than $100 million from investors including Andreessen Horowitz, Arcadia's platform aggregates clinical data from EHRs, claims data from payers, and social determinants of health data from community sources into a unified longitudinal patient record. This master data layer powers care management workflows, quality measurement, network analytics, and financial performance reporting for value-based care programs.\n\nArcadia's differentiation lies in its ability to normalize and harmonize data from dozens of disparate EHR and claims sources at scale, giving health system leaders and ACO operators a complete and accurate view of their attributed populations. The platform supports MSSP, Medicare Advantage, commercial value-based contracts, and Medicaid managed care programs, helping organizations track performance against quality metrics like HEDIS and CMS Stars while identifying high-risk members for intervention. Embedded care management tools allow clinical teams to act directly on the insights the platform surfaces.\n\nThe company has positioned itself as a strategic analytics partner for complex, multi-entity health systems that cannot rely on a single EHR vendor for population health insights. Arcadia competes with health IT giants like Health Catalyst and Optum as well as specialty vendors, and has continued to grow its customer base among large regional health systems and national provider organizations participating in risk-bearing contracts.

Full profile
Decimal logo

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

51
Overall Score
18
#1
Category Rank
#1
66
AI Consensus
84
up
Trend
up
50
ChatGPT
21
45
Perplexity
17
46
Gemini
23
59
Claude
18
49
Grok
22

Capabilities & Ecosystem

Capabilities

Only Arcadia
Population Health & Value-Based Care Analytics
Only Decimal
Tech-Enabled Bookkeeping

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