Glimpse vs Decimal

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

AI visibility is closely matched (20 vs 18)
Glimpse logo

Glimpse

EmergingSaaS

AI Retail Deductions Automation

YC-backed AI SaaS company raised $35M Series A led by a16z in Mar 2026; $52M total; AI agents auto-dispute invalid retailer deductions for 200+ CPG brand clients; automates portal login, deduction identification, and dispute filing replacing costly manual recovery teams.

AI VisibilityBeta
Overall Score
D20
Category Rank
#1 of 1
AI Consensus
52%
Trend
up
Per Platform
ChatGPT
11
Perplexity
18
Gemini
28

About

Glimpse is a YC-backed SaaS company that automates the recovery of invalid retailer deductions for consumer packaged goods (CPG) brands. Retailers routinely deduct payments from supplier invoices — for promotions, chargebacks, or compliance shortfalls — and a significant portion of these deductions are invalid. Glimpse's AI agents log into retailer portals, identify invalid deductions, and automatically file disputes, replacing a manual process that costs CPG brands billions of dollars annually.

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

20
Overall Score
18
#1
Category Rank
#1
52
AI Consensus
84
up
Trend
up
11
ChatGPT
21
18
Perplexity
17
28
Gemini
23
15
Claude
18
29
Grok
22

Capabilities & Ecosystem

Capabilities

Only Glimpse
AI Retail Deductions Automation
Only Decimal
Tech-Enabled Bookkeeping

Track AI Visibility in Real Time

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