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…
Modern manufacturers rely on distributors, resellers, and dealers to reach customers at scale. However, without the right systems in place, channel complexity quickly creates blind
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…
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