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  "authorName": "ACV Auctions",
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  "presentationDate": "2022-05-01 00:00:00",
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  "notes": "The table breaks down various operating expense categories by removing stock-based compensation and other adjustments to arrive at non-GAAP figures.",
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      "text": "GAAP Marketplace & Service Cost of Revenue $29.5 $47.3 Marketplace & Service Stock Based Compensation $0.1 $0.1 Non-GAAP Marketplace Cost of Revenue $29.4 $47.1 GAAP Customer Assurance Cost of Revenue $9.4 $13.6 Non-GAAP Customer Assurance Cost of Revenue $9.4 $13.6 GAAP Operations & Technology $21.6 $32.8 Operations & Technology Stock Based Compensation $0.4 $2.1 Non-GAAP Marketplace & Inspection Ops $15.8 $20.9 Non-GAAP Technology & Development $5.4 $9.8 GAAP Selling General & Administrative $24.0 $36.1 Selling General & Administrative Stock Based Compensation $2.4 $5.7 Contingent Gains (Losses) - $0.2 Non-GAAP Sales & Marketing $13.2 $19.3 Non-GAAP General & Administrative $8.4 $10.9 GAAP Depreciation & Amortization $1.8 $2.3 Intangible Amortization 0.8 $1.2 Non-GAAP Depreciation & Amortization $0.9 $1.1",
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      "text": "Operating Cost Reconciliation",
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