{"product_id":"contribdesk-unit-economics-experiment-kit-for-shopify-sellers","title":"ContribDesk — Unit Economics \u0026 Experiment Kit for Shopify Sellers","description":"\u003c!-- ContribDesk PDP closer · US$129 · Instant download · no fake proof --\u003e\n\u003cdiv class=\"contribdesk-pdp\" style=\"font-family:system-ui,-apple-system,Segoe UI,sans-serif;color:#0B1F33;line-height:1.55;\"\u003e\n\n  \u003c!-- Above-fold sticky-style outcome block --\u003e\n  \u003cdiv style=\"margin:0 0 18px;padding:16px 16px;background:linear-gradient(180deg,#F0FDFA 0%,#FFFFFF 100%);border:1px solid #CCFBF1;border-radius:12px;\"\u003e\n    \u003cp style=\"margin:0 0 6px;font-size:12px;letter-spacing:.05em;text-transform:uppercase;color:#0D9488;font-weight:700;\"\u003eOperator kit · Digital download · US$129\u003c\/p\u003e\n    \u003ch2 style=\"margin:0 0 8px;font-size:26px;line-height:1.25;\"\u003eKnow contribution before you scale ads\u003c\/h2\u003e\n    \u003cp style=\"margin:0 0 12px;font-size:16px;color:#334155;\"\u003ePre-ad contribution · break-even ROAS · allowable CAC — so Meta experiments have floors, not vibes.\u003c\/p\u003e\n    \u003cp style=\"margin:0 0 8px;\"\u003e\u003cspan style=\"font-size:28px;font-weight:800;\"\u003eUS$129\u003c\/span\u003e \u003cspan style=\"color:#64748B;\"\u003eone-time · instant download · all sales final\u003c\/span\u003e\u003c\/p\u003e\n    \u003cp style=\"margin:0;font-size:14px;color:#0F766E;font-weight:600;\"\u003eAdd to cart → checkout → download the Excel kit\u003c\/p\u003e\n  \u003c\/div\u003e\n\n  \u003ch3 style=\"margin:20px 0 8px;\"\u003eWhy operators buy this\u003c\/h3\u003e\n  \u003cul style=\"margin:0 0 14px;padding-left:20px;\"\u003e\n    \u003cli\u003eStop guessing whether an offer can fund ads\u003c\/li\u003e\n    \u003cli\u003eModel contribution after payment fees — not vanity ROAS\u003c\/li\u003e\n    \u003cli\u003eSet an allowable CAC you can actually defend\u003c\/li\u003e\n    \u003cli\u003ePlan experiments with clear kill \/ scale caps\u003c\/li\u003e\n  \u003c\/ul\u003e\n\n  \u003ch3 style=\"margin:20px 0 8px;\"\u003eIncluded\u003c\/h3\u003e\n  \u003cul style=\"margin:0 0 14px;padding-left:20px;\"\u003e\n    \u003cli\u003eExcel workbook: Setup · Offer economics · Orders log · Experiments planner · Dashboard · Instructions · License\u003c\/li\u003e\n    \u003cli\u003eQuick-start path to a first contribution number\u003c\/li\u003e\n    \u003cli\u003eWorked demo rows labeled \u003cstrong\u003eEXAMPLE\u003c\/strong\u003e (illustrative only)\u003c\/li\u003e\n  \u003c\/ul\u003e\n\n  \u003ch3 style=\"margin:20px 0 8px;\"\u003eNot included\u003c\/h3\u003e\n  \u003cul style=\"margin:0 0 14px;padding-left:20px;\"\u003e\n    \u003cli\u003eLive Shopify API sync \/ automated order import\u003c\/li\u003e\n    \u003cli\u003eTax, legal, or financial advice\u003c\/li\u003e\n    \u003cli\u003eIncome guarantees or managed ad services\u003c\/li\u003e\n    \u003cli\u003eSubscription software or ongoing updates promise\u003c\/li\u003e\n  \u003c\/ul\u003e\n\n  \u003ch3 style=\"margin:20px 0 8px;\"\u003eDIY spreadsheet vs ContribDesk\u003c\/h3\u003e\n  \u003ctable style=\"width:100%;border-collapse:collapse;font-size:14px;margin:0 0 16px;\"\u003e\n    \u003cthead\u003e\n      \u003ctr style=\"background:#F1F5F9;\"\u003e\n        \u003cth style=\"text-align:left;padding:10px;border:1px solid #E2E8F0;\"\u003eDIY spreadsheet\u003c\/th\u003e\n        \u003cth style=\"text-align:left;padding:10px;border:1px solid #E2E8F0;\"\u003eContribDesk\u003c\/th\u003e\n      \u003c\/tr\u003e\n    \u003c\/thead\u003e\n    \u003ctbody\u003e\n      \u003ctr\u003e\n        \u003ctd style=\"padding:10px;border:1px solid #E2E8F0;\"\u003eYou invent structure\u003c\/td\u003e\n        \u003ctd style=\"padding:10px;border:1px solid #E2E8F0;\"\u003eOperator-ready contribution \/ BE-ROAS \/ CAC layout\u003c\/td\u003e\n      \u003c\/tr\u003e\n      \u003ctr\u003e\n        \u003ctd style=\"padding:10px;border:1px solid #E2E8F0;\"\u003eEasy to miss fees \u0026amp; support\u003c\/td\u003e\n        \u003ctd style=\"padding:10px;border:1px solid #E2E8F0;\"\u003eAssumptions called out on Setup + Offer sheets\u003c\/td\u003e\n      \u003c\/tr\u003e\n      \u003ctr\u003e\n        \u003ctd style=\"padding:10px;border:1px solid #E2E8F0;\"\u003eNo experiment caps\u003c\/td\u003e\n        \u003ctd style=\"padding:10px;border:1px solid #E2E8F0;\"\u003eBudget \/ loss caps + kill\/scale planner\u003c\/td\u003e\n      \u003c\/tr\u003e\n      \u003ctr\u003e\n        \u003ctd style=\"padding:10px;border:1px solid #E2E8F0;\"\u003eDemo data looks like real revenue\u003c\/td\u003e\n        \u003ctd style=\"padding:10px;border:1px solid #E2E8F0;\"\u003eEXAMPLE labels — demo ≠ revenue\u003c\/td\u003e\n      \u003c\/tr\u003e\n    \u003c\/tbody\u003e\n  \u003c\/table\u003e\n\n  \u003cp style=\"margin:0 0 14px;\"\u003e\u003cimg src=\"https:\/\/cdn.shopify.com\/s\/files\/1\/0703\/1085\/4723\/files\/04_benefit.png?v=1788802209\" alt=\"Clear contribution break-even ROAS allowable CAC\" width=\"880\" height=\"880\" style=\"width:100%;max-width:480px;height:auto;border-radius:10px;border:1px solid #E2E8F0;\"\u003e\u003c\/p\u003e\n\n  \u003ch3 style=\"margin:20px 0 8px;\"\u003eRisk reversal (honest)\u003c\/h3\u003e\n  \u003cp style=\"margin:0 0 12px;padding:14px;background:#FEF2F2;border:1px solid #FECACA;border-radius:8px;color:#7F1D1D;\"\u003e\u003cstrong\u003eDigital · all sales final.\u003c\/strong\u003e No refunds on instant downloads. If the file doesn’t arrive, we \u003cstrong\u003ere-send\u003c\/strong\u003e. You get the Excel kit immediately after purchase. Chargebacks may still occur; we keep delivery logs. See Refund Policy.\u003c\/p\u003e\n\n  \u003ch3 style=\"margin:20px 0 8px;\"\u003eFAQ\u003c\/h3\u003e\n  \u003cdetails style=\"margin:0 0 8px;padding:10px 12px;border:1px solid #E2E8F0;border-radius:8px;\"\u003e\n    \u003csummary style=\"font-weight:700;cursor:pointer;\"\u003eIs this a software subscription?\u003c\/summary\u003e\n    \u003cp style=\"margin:8px 0 0;color:#334155;\"\u003eNo. One-time US$129 purchase of an Excel kit. No recurring fee.\u003c\/p\u003e\n  \u003c\/details\u003e\n  \u003cdetails style=\"margin:0 0 8px;padding:10px 12px;border:1px solid #E2E8F0;border-radius:8px;\"\u003e\n    \u003csummary style=\"font-weight:700;cursor:pointer;\"\u003eDo I need advanced Excel skills?\u003c\/summary\u003e\n    \u003cp style=\"margin:8px 0 0;color:#334155;\"\u003eNo — peach INPUT cells, green calculated cells. Excel on Mac or Windows recommended.\u003c\/p\u003e\n  \u003c\/details\u003e\n  \u003cdetails style=\"margin:0 0 8px;padding:10px 12px;border:1px solid #E2E8F0;border-radius:8px;\"\u003e\n    \u003csummary style=\"font-weight:700;cursor:pointer;\"\u003eLive Shopify sync?\u003c\/summary\u003e\n    \u003cp style=\"margin:8px 0 0;color:#334155;\"\u003eNo. Spreadsheet kit only — no API sync.\u003c\/p\u003e\n  \u003c\/details\u003e\n  \u003cdetails style=\"margin:0 0 8px;padding:10px 12px;border:1px solid #E2E8F0;border-radius:8px;\"\u003e\n    \u003csummary style=\"font-weight:700;cursor:pointer;\"\u003eAre EXAMPLE numbers real sales?\u003c\/summary\u003e\n    \u003cp style=\"margin:8px 0 0;color:#334155;\"\u003eNo. Illustrative only — not your store’s revenue.\u003c\/p\u003e\n  \u003c\/details\u003e\n  \u003cdetails style=\"margin:0 0 8px;padding:10px 12px;border:1px solid #E2E8F0;border-radius:8px;\"\u003e\n    \u003csummary style=\"font-weight:700;cursor:pointer;\"\u003eRefunds?\u003c\/summary\u003e\n    \u003cp style=\"margin:8px 0 0;color:#334155;\"\u003eNo refunds. File re-send if delivery fails.\u003c\/p\u003e\n  \u003c\/details\u003e\n  \u003cdetails style=\"margin:0;padding:10px 12px;border:1px solid #E2E8F0;border-radius:8px;\"\u003e\n    \u003csummary style=\"font-weight:700;cursor:pointer;\"\u003eWill this guarantee profitable ads?\u003c\/summary\u003e\n    \u003cp style=\"margin:8px 0 0;color:#334155;\"\u003eNo. It models floors; outcomes depend on your offer and execution.\u003c\/p\u003e\n  \u003c\/details\u003e\n\u003c\/div\u003e\n","brand":"ContribDesk","offers":[{"title":"Default Title","offer_id":43764565147715,"sku":null,"price":129.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0703\/1085\/4723\/files\/01_hero_cover_b70886df-93b0-4fb7-a33d-288196c32ba5.png?v=1788808289","url":"https:\/\/contribdesk.com\/products\/contribdesk-unit-economics-experiment-kit-for-shopify-sellers","provider":"ContribDesk","version":"1.0","type":"link"}