Glimpse and PRESENCE launch strategic partnership to help CPG brands recover lost revenue ->

AI Agents for Retail Ops

Unlocking Retail
Cash Flow with AI

Glimpse consolidates retail data into a system of record and deploys

AI agents to recover revenue, automate accounting, and drive trade clarity.

Glimpse consolidates retail data into a system of record and deploys AI agents to recover revenue, automate accounting, and drive trade clarity.

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Trusted by 200+ Consumer Brands

Distributor and Retailer Integrations

Operational Modules

Automatically aggregates and classifies deductions from portals, emails, and EDI.

Deductions Management

Revenue Recovery

Cash Application

Trade Analytics

Operational Modules

Automatically aggregates and classifies deductions from portals, emails, and EDI.

Deductions Management

Revenue Recovery

Cash Application

Trade Analytics

Operational Modules

Automatically aggregates and classifies deductions from portals, emails, and EDI.

Deductions Management

Revenue Recovery

Cash Application

Trade Analytics

Operational Modules

Automatically aggregates and classifies deductions from portals, emails, and EDI.

Deductions Management

Revenue Recovery

Cash Application

Trade Analytics

Operational Modules

Automatically aggregates and classifies deductions from portals, emails, and EDI.

Deductions Management

Revenue Recovery

Cash Application

Trade Analytics

How glimpse works

Unlocking Retail Cash Flow with AI-Driven Automation

Data Ingestion

Gather structured and unstructured data from various sources like emails, PDFs, and ERP systems into a centralized system. This allows for seamless data integration across your business operations.

Start Collecting Data

AI Agents in Action

Activate intelligent AI agents that automate critical tasks such as retrieving documents, classifying data, applying cash to your system, and managing disputes—all in parallel.

Start Collecting Data

Automated Actions

Automate the recovery of deductions, create credit memos, and manage trade spend. With seamless synchronization to your ERP, these actions are executed in real-time, drastically reducing manual effort.

Discover Automation

Results & Insights

View clear, real-time insights into revenue recovery, time saved, and operational efficiency. Understand the direct impact of Glimpse on your business’s bottom line, with actionable data-driven results.

See Your Results

COMPARE GLIMPSE

Glimpse vs The old way of running retail operations

Features

How work gets done

Data sources

System of record

System of action

Deductions handling

Accounting workflows

Trade & sales insights

Speed & scalability

Visibility vs execution

Outcome

Manual Ops

Humans do everything

50+ portals & inboxes

Spreadsheets

None

Manual review

Manual ERP entry

Manual Excel

Slow, error-prone

Visibility only

Lost time, trapped cash

Legacy Tools

Tools assist, humans execute

Partial, structured only

None

Limited workflows

Deductions-only focus

ERP dashboards

None

Bottlenecked by humans

Visibility first

Partial improvement

Glimpse AI

AI agents execute workflows

All sources: structured + unstructured

Unified Glimpse schema

Built-in system of action

Revenue recovery + validation + disputes

Cash application + memos automated

Automated itemization by SKU & retailer

Runs 24/7 in the background

Execution first, visibility second

Cash flow unlocked + hours saved

Features

How work gets done

Data sources

System of record

System of action

Deductions handling

Accounting workflows

Trade & sales insights

Speed & scalability

Visibility vs execution

Outcome

Manual Ops

Humans do everything

50+ portals & inboxes

Spreadsheets

None

Manual review

Manual ERP entry

Manual Excel

Slow, error-prone

Visibility only

Lost time, trapped cash

Legacy Tools

Tools assist, humans execute

Partial, structured only

None

Limited workflows

Deductions-only focus

ERP dashboards

None

Bottlenecked by humans

Visibility first

Partial improvement

Glimpse AI

AI agents execute workflows

All sources: structured + unstructured

Unified Glimpse schema

Built-in system of action

Revenue recovery + validation + disputes

Cash application + memos automated

Automated itemization by SKU & retailer

Runs 24/7 in the background

Execution first, visibility second

Cash flow unlocked + hours saved

Features

How work gets done

Data sources

System of record

System of action

Deductions handling

Accounting workflows

Trade & sales insights

Speed & scalability

Visibility vs execution

Outcome

Manual Ops

Humans do everything

50+ portals & inboxes

Spreadsheets

None

Manual review

Manual ERP entry

Manual Excel

Slow, error-prone

Visibility only

Lost time, trapped cash

Legacy Tools

Tools assist, humans execute

Partial, structured only

None

Limited workflows

Deductions-only focus

ERP dashboards

None

Bottlenecked by humans

Visibility first

Partial improvement

Glimpse AI

AI agents execute workflows

All sources: structured + unstructured

Unified Glimpse schema

Built-in system of action

Revenue recovery + validation + disputes

Cash application + memos automated

Automated itemization by SKU & retailer

Runs 24/7 in the background

Execution first, visibility second

Cash flow unlocked + hours saved

Ready to unlock the cash flow already in your business?

Happy customers

Trusted by teams running retail at scale

"Glimpse helped us identify close to $1,000,000 in invalid shortage deductions, in just over 60 days. This is real net new revenue that can be recovered and added to grow our bottom line"
VP of a multinational CPG
$2M+
Shortages Analyzed
$992K+
Newly Identified Revenue
"Glimpse helped us identify close to $1,000,000 in invalid shortage deductions, in just over 60 days. This is real net new revenue that can be recovered and added to grow our bottom line"
VP of a multinational CPG
$2M+
Shortages Analyzed
$992K+
Newly Identified Revenue
"Glimpse helped us identify close to $1,000,000 in invalid shortage deductions, in just over 60 days. This is real net new revenue that can be recovered and added to grow our bottom line"
VP of a multinational CPG
$2M+
Shortages Analyzed
$992K+
Newly Identified Revenue
"Glimpse helped us identify close to $1,000,000 in invalid shortage deductions, in just over 60 days. This is real net new revenue that can be recovered and added to grow our bottom line"
VP of a multinational CPG
$2M+
Shortages Analyzed
$992K+
Newly Identified Revenue

“Glimpse helped us win back over $10,000 from a single chargeback — and unlocked tens of thousands more we would have otherwise written off. I’m no longer managing disputes; I just get emails telling me they’ve already won.”
Melanie Rose
$2M+
Shortages Analyzed
$992K+
Newly Identified Revenue
“Glimpse helped us win back over $10,000 from a single chargeback — and unlocked tens of thousands more we would have otherwise written off. I’m no longer managing disputes; I just get emails telling me they’ve already won.”
Melanie Rose
$10k+
Recovered from one chargeback
$34k+
Additional disputes pending
“Glimpse helped us win back over $10,000 from a single chargeback — and unlocked tens of thousands more we would have otherwise written off. I’m no longer managing disputes; I just get emails telling me they’ve already won.”
Melanie Rose
$2M+
Shortages Analyzed
$992K+
Newly Identified Revenue
“Glimpse helped us win back over $10,000 from a single chargeback — and unlocked tens of thousands more we would have otherwise written off. I’m no longer managing disputes; I just get emails telling me they’ve already won.”
Melanie Rose
$10k+
Recovered from one chargeback
$34k+
Additional disputes pending
“Glimpse helped us win back over $10,000 from a single chargeback — and unlocked tens of thousands more we would have otherwise written off. I’m no longer managing disputes; I just get emails telling me they’ve already won.”
Melanie Rose
$2M+
Shortages Analyzed
$992K+
Newly Identified Revenue
“Glimpse helped us win back over $10,000 from a single chargeback — and unlocked tens of thousands more we would have otherwise written off. I’m no longer managing disputes; I just get emails telling me they’ve already won.”
Melanie Rose
$10k+
Recovered from one chargeback
$34k+
Additional disputes pending
“Glimpse helped us win back over $10,000 from a single chargeback — and unlocked tens of thousands more we would have otherwise written off. I’m no longer managing disputes; I just get emails telling me they’ve already won.”
Melanie Rose
$2M+
Shortages Analyzed
$992K+
Newly Identified Revenue
“Glimpse helped us win back over $10,000 from a single chargeback — and unlocked tens of thousands more we would have otherwise written off. I’m no longer managing disputes; I just get emails telling me they’ve already won.”
Melanie Rose
$10k+
Recovered from one chargeback
$34k+
Additional disputes pending

“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse’s deduction management services are a game-changer in an ecosystem where cash flow is king. If you pay for Glimpse, you’re guaranteed to see a tenfold return.”
Lahari Neelapareddy
Founder and CEO at LN Accounting Advisor
“Glimpse arranges the chargeback data into a beautiful document. I can export the datasets from there and manipulate them to my heart’s content.”
Melanie Rose
Senior Operations Manager at Kin Euphorics
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse’s deduction management services are a game-changer in an ecosystem where cash flow is king. If you pay for Glimpse, you’re guaranteed to see a tenfold return.”
Lahari Neelapareddy
Founder and CEO at LN Accounting Advisor
“Glimpse arranges the chargeback data into a beautiful document. I can export the datasets from there and manipulate them to my heart’s content.”
Melanie Rose
Senior Operations Manager at Kin Euphorics
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse’s deduction management services are a game-changer in an ecosystem where cash flow is king. If you pay for Glimpse, you’re guaranteed to see a tenfold return.”
Lahari Neelapareddy
Founder and CEO at LN Accounting Advisor
“Glimpse arranges the chargeback data into a beautiful document. I can export the datasets from there and manipulate them to my heart’s content.”
Melanie Rose
Senior Operations Manager at Kin Euphorics
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse’s deduction management services are a game-changer in an ecosystem where cash flow is king. If you pay for Glimpse, you’re guaranteed to see a tenfold return.”
Lahari Neelapareddy
Founder and CEO at LN Accounting Advisor
“Glimpse arranges the chargeback data into a beautiful document. I can export the datasets from there and manipulate them to my heart’s content.”
Melanie Rose
Senior Operations Manager at Kin Euphorics

“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse’s deduction management services are a game-changer in an ecosystem where cash flow is king. If you pay for Glimpse, you’re guaranteed to see a tenfold return.”
Lahari Neelapareddy
Founder and CEO at LN Accounting Advisor
“Glimpse arranges the chargeback data into a beautiful document. I can export the datasets from there and manipulate them to my heart’s content.”
Melanie Rose
Senior Operations Manager at Kin Euphorics
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse’s deduction management services are a game-changer in an ecosystem where cash flow is king. If you pay for Glimpse, you’re guaranteed to see a tenfold return.”
Lahari Neelapareddy
Founder and CEO at LN Accounting Advisor
“Glimpse arranges the chargeback data into a beautiful document. I can export the datasets from there and manipulate them to my heart’s content.”
Melanie Rose
Senior Operations Manager at Kin Euphorics
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse’s deduction management services are a game-changer in an ecosystem where cash flow is king. If you pay for Glimpse, you’re guaranteed to see a tenfold return.”
Lahari Neelapareddy
Founder and CEO at LN Accounting Advisor
“Glimpse arranges the chargeback data into a beautiful document. I can export the datasets from there and manipulate them to my heart’s content.”
Melanie Rose
Senior Operations Manager at Kin Euphorics
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse’s deduction management services are a game-changer in an ecosystem where cash flow is king. If you pay for Glimpse, you’re guaranteed to see a tenfold return.”
Lahari Neelapareddy
Founder and CEO at LN Accounting Advisor
“Glimpse arranges the chargeback data into a beautiful document. I can export the datasets from there and manipulate them to my heart’s content.”
Melanie Rose
Senior Operations Manager at Kin Euphorics

“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh
“Glimpse provides a turnkey solution to one of the biggest challenges for scaling brands. If you’re looking for an effortless way to challenge invalid deductions, you can’t find a better partner.”
Allen Rush
VP of Sales and Marketing, Pickerfresh