How to Clean POS Data from Partners: A 2026 Guide to Decision-Grade Insights
If your channel team spends 25 hours every week manually reconciling broken Excel cells, you aren’t managing a distribution network; you’re running a…
If your channel team spends 25 hours every week manually reconciling broken Excel cells, you aren’t managing a distribution network; you’re running a…
Promotional programs play a major role in how manufacturers influence distributor buying behavior, accelerate sell-through, and increase market share. However, as promotional activity expands across
By 2026, any manufacturer still relying on manual spreadsheet consolidation for their indirect sales data will be operating at a 40% efficiency…
By 2026, any manufacturer still relying on manual spreadsheets to track partner performance will likely lose 12% of their indirect revenue to…
What if the manual spreadsheets your team spends 40 hours a week reconciling are actually costing you 4% of your annual gross revenue in lost…
Recent industry data reveals that 60% of channel partners prioritize manufacturers based on the speed and accuracy of their incentive fulfillment. If…
Every time a channel manager relies on manual spreadsheets to calculate tiered rebate structures for partners, they risk losing between 3% and 10% of…
If your channel strategy still relies on manual data entry, you’re likely losing 12% of your annual revenue to administrative friction and processing…
If your channel strategy still relies on manual data entry, you’re likely losing 18% of your potential margin to administrative friction and…
As channel ecosystems grow, manufacturers must evaluate partner performance with greater accuracy and consistency. Distributors, resellers, and dealers each contribute to revenue growth; however, not
The manual spreadsheet remains the single greatest threat to your indirect sales revenue as we approach 2026. When a direct sales team and a channel…
Every manual spreadsheet entry in your channel ecosystem is a potential point of financial failure. When 40% of distributor POS reports contain…
If your sales operations team spends 480 hours every year manually scrubbing partner reports, you aren’t scaling your business; you’re just managing…
Research from the 2023 State of Sales report indicates that nearly 65% of leads passed to channel partners are never followed up on, representing a…
A recent industry analysis revealed that 40% of B2B manufacturers lose up to 10% of their annual revenue due to inaccurate POS data and mismanaged…
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