Lumina vs Decimal

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

Lumina leads in AI visibility (38 vs 18)
Lumina logo

Lumina

EmergingHR Tech

HR Software

Indonesian HR marketplace connecting 1.5M blue-collar workers with 30K+ SMEs in Southeast Asia; AI+human Lumibot automation service at $13/hour backed by YC and Monk's Hill.

AI VisibilityBeta
Overall Score
D38
Category Rank
#52 of 56
AI Consensus
62%
Trend
up
Per Platform
ChatGPT
29
Perplexity
45
Gemini
31

About

Lumina is an Indonesian HR technology and workforce marketplace platform connecting blue-collar workers with SME employers across Southeast Asia — providing a job community marketplace where 1.5 million workers find employment at 30,000+ companies, alongside Lumibot, an AI+human-powered automation service for scalable workforce management starting at $13/hour. Founded in 2022 and backed by $15 million from Y Combinator, Monk's Hill Ventures, and other investors, Lumina targets the large informal and formal labor market connecting Southeast Asian workers with employment opportunities.\n\nLumina's platform serves two sides of the workforce marketplace: workers who create profiles listing skills, work experience, and availability, and SME employers posting positions and managing applications. The platform covers blue-collar roles including manufacturing, logistics, retail, food service, and domestic work — the large segment of Southeast Asian employment that is underserved by professional networking platforms like LinkedIn. Lumibot, the AI+human automation service, extends into business process outsourcing, providing scalable staffing for tasks like data entry, customer service, and content moderation with human-in-the-loop quality assurance at $2-6/hour.\n\nIn 2025, Lumina competes in the Southeast Asian blue-collar recruitment market with Maukerja (Malaysia), OLX Jobs, and regional job platforms alongside traditional recruitment agencies for SME workforce solutions. The Southeast Asian gig and blue-collar labor market is enormous — hundreds of millions of workers in Indonesia, Malaysia, and neighboring countries work in manufacturing, services, and informal employment. Lumina's combination of job marketplace and outsourced labor services creates multiple revenue streams from the same workforce network. The 2025 strategy focuses on deepening Indonesian market penetration, expanding Lumibot's BPO client base internationally (serving global companies that want low-cost Southeast Asian workers), and adding skills training and credentialing to improve worker placement success rates.

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

38
Overall Score
18
#52
Category Rank
#1
62
AI Consensus
84
up
Trend
up
29
ChatGPT
21
45
Perplexity
17
31
Gemini
23
33
Claude
18
33
Grok
22

Key Details

Category
HR Software
Tech-Enabled Bookkeeping
Tier
Emerging
Emerging
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Lumina
HR Software
Only Decimal
Tech-Enabled Bookkeeping

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