Lunchbox vs Decimal

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

Lunchbox leads in AI visibility (36 vs 18)
Lunchbox logo

Lunchbox

GrowthVertical SaaS

Restaurant Direct Ordering

Lunchbox powers white-label online ordering and loyalty for multi-unit chains, enabling 100% commission-free direct orders vs. 15–30% fees on DoorDash and Grubhub. Raised $50M+, NYC.

AI VisibilityBeta
Overall Score
D36
Category Rank
#1 of 1
AI Consensus
57%
Trend
up
Per Platform
ChatGPT
38
Perplexity
42
Gemini
44

About

Lunchbox is a New York-based restaurant technology company that provides multi-unit restaurant chains with white-label online ordering, mobile app, and digital marketing tools that enable them to capture direct orders and reduce dependence on third-party delivery marketplaces like DoorDash and Grubhub. By owning their direct ordering channel, restaurants keep 100% of order revenue rather than paying 15-30% commissions to third-party platforms, dramatically improving margins on digital orders. Lunchbox's platform includes branded web and mobile ordering experiences, loyalty program management, digital marketing tools, and analytics on direct channel performance. The company integrates with POS systems and restaurant tech stacks to fit into existing operations without disrupting workflows. Lunchbox serves major restaurant chains including Wingstop, Portillo's, and Cracker Barrel. Founded in 2019, Lunchbox raised over $50M from investors including Coatue Management and Enlightened Hospitality Investments. It competes with Olo, Thanx, and Paytronix in the restaurant direct ordering and loyalty platform market.

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

36
Overall Score
18
#1
Category Rank
#1
57
AI Consensus
84
up
Trend
up
38
ChatGPT
21
42
Perplexity
17
44
Gemini
23
28
Claude
18
46
Grok
22

Key Details

Category
Restaurant Direct Ordering
Tech-Enabled Bookkeeping
Tier
Growth
Emerging
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Lunchbox
Restaurant Direct Ordering
Only Decimal
Tech-Enabled Bookkeeping

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.