Deductions is the wedge, not the ceiling
Glimpse is expanding out from deductions into adjacent CPG workflows. cloudsquid starts from a document-first architecture built to cover AP, freight, and trade from day one, not as a sequential expansion.
cloudsquid vs. Glimpse
Glimpse is the funding and brand leader in the CPG deductions cluster, with strong retailer portal coverage. cloudsquid takes a similar “remove the dollar threshold” approach but extends past deductions into AP, freight, and trade - and reads source documents directly rather than only portal data.
- Deductions is the wedge, not the ceiling
- AP + Freight + Trade too
- Beyond the portal
- Reads PDFs directly
- One platform across domains
- AP + Freight + Deductions
01 Why cloudsquid
Why choose cloudsquid over Glimpse?
01
02
Beyond the portal
Glimpse’s integrations are strongest where retailers expose a portal - UNFI, KeHE, Walmart, Target, Amazon. cloudsquid reads the underlying PDFs, contracts, and rate cards directly, so coverage isn’t bounded by which retailers offer a portal.
03
One platform across domains
A brand using Glimpse for deductions still needs separate tools for AP and freight leakage. cloudsquid is built to run all three on one architecture.
02 Feature by feature
cloudsquid vs. Glimpse, feature by feature.
Based on publicly available information about Glimpse; see the note at the bottom of this page.
| Capability | cloudsquid | Glimpse |
|---|---|---|
| AP, deductions, freight & trade on one platform | Yes | Partial |
| Freight audit | Yes | No |
| AP invoice controls | Yes | No |
| Reads source documents directly (not limited to retailer portals) | Yes | Partial |
| Can serve retailers reviewing incoming deduction claims, not just suppliers filing them | Yes | No |
| Cash application & trade analytics already included (not a future roadmap item) | Yes | Partial |
03 A fair look
What Glimpse does well, and what it doesn’t.
What Glimpse does well
200+ CPG brands on the platform
91% dispute win rate
Portal integrations across UNFI, KeHE, Walmart, Target, and Amazon
Low monthly SaaS fee plus contingency commission on successful disputes
Expanding upstream into cash application, trade analytics, and demand forecasting
What Glimpse doesn’t do
Primary focus remains CPG retail deductions rather than AP, freight, or cross-domain leakage
Integration depth is strongest where a retailer exposes a portal, rather than reading source documents directly
Currently a supplier-only view - doesn’t yet serve retailers reviewing incoming deduction claims
04 Customers
What cloudsquid customers say.
“We’re on the front foot now. The team spends time on disputes, not data wrangling, and it’s showing up in significant cash back to the bottom line.”
“We tackled a massive document backlog of over 50,000 PDFs in minutes.”
05 Which to choose
Pick the one that fits where you leak.
Pick Glimpse if
Your primary exposure is retailer deductions and you want the deepest portal integrations in that specific niche.
Pick cloudsquid if
You also carry exposure in AP or freight, or want document-level coverage that isn’t limited to retailers with a portal.
Related workflows
06 Questions
Questions about cloudsquid vs. Glimpse
Why should I choose cloudsquid over Glimpse?
Choose cloudsquid if your leakage exposure goes beyond CPG deductions into AP or freight, or if you need coverage for retailers that don’t expose a portal.
Does cloudsquid do deductions recovery as well as Glimpse?
Yes - cloudsquid runs the same document-first deductions workflow, matching every deduction to the underlying agreement and evidence, and extends the same approach to AP and freight.
How long does it take to get cloudsquid live?
Most engagements start with a bounded process and are live within two weeks, beginning with a read-only lookback audit against your own data.
How does cloudsquid handle security and compliance?
cloudsquid is ISO 27001:2022 certified, with EU data residency available and a full audit trail on every finding.
Glimpse figures as publicly stated by Glimpse and reported in press coverage of their Series A. Reflects publicly available information as of August 2026 - verify current details directly with Glimpse.
07 Next step
See it against your own data.
A read-only lookback audit gives you findings and evidence from your own transactions before you decide anything.