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40 min read","deep",[913,914,915,916,917,918],"chatgpt","ga4","gads","meta","shopify","woo",[920],{"cardId":921,"track":907,"title":922,"sub":923,"description":924,"punchline":925,"sortOrder":926,"featured":266,"featuredOrder":-1,"coverArt":927,"cover":932,"stage":1005,"platforms":1013},"18-shop","Build Your Shop's AI Analyst in ChatGPT","GA4, Google Ads, Meta and your store","In-depth guide to building your own AI analyst in ChatGPT that combines GA4, Google Ads, Meta and your store - and where it breaks.","a conversion in both",32,{"src":928,"alt":929,"width":930,"height":930,"srcset":931},"/media/18-shop-cover-art.b4d06d08.webp","Cover art for Build Your Shop's AI Analyst in ChatGPT",1200,"/media/18-shop-cover-art.b4d06d08-400x400.webp 400w, /media/18-shop-cover-art.b4d06d08-900x900.webp 900w, /media/18-shop-cover-art.b4d06d08.webp 1200w",{"x0":933,"y0":934,"x1":935,"y1":936,"chip_right":937,"chip_top":938,"note":939,"loop":944,"y2":949,"outline":950,"person":1003,"tone":1004},0.056640625,0.13330078125,0.92,0.344140625,0.037109375,0.05029296875,[940,941,942,943],0.525390625,0.5,0.58984375,0.5390625,[945,946,947,948],0.3671875,0.41796875,0.53125,0.54296875,0.3833007812500002,[951,954,956,958,960,962,964,966,968,970,972,974,976,978,980,982,984,986,988,990,992,994,996,998,1000],[952,953],0.1333,0.93,[955,953],0.1433,[957,953],0.1533,[959,953],0.1633,[961,953],0.1733,[963,953],0.1833,[965,953],0.1933,[967,953],0.2033,[969,953],0.2133,[971,953],0.2233,[973,953],0.2333,[975,953],0.2433,[977,953],0.2533,[979,953],0.2633,[981,953],0.2733,[983,953],0.2833,[985,953],0.2933,[987,953],0.3033,[989,953],0.3133,[991,953],0.3233,[993,953],0.3333,[995,953],0.3433,[997,953],0.3533,[999,953],0.3633,[1001,1002],0.3733,0.479,"R","light",{"kind":1006,"stage":1007,"book":1008},"books","#1E40AF",{"hex":1009,"dark":1010,"light":261,"block":1011,"foot":1012,"title":922,"sub":923},"#BFD6F6","#8FB2E3",34,"October 2026 edition",[913,914,915,916,917,918],"stack-guides-chatgpt","edition","gated","trial","Download the PDF",[1020],{"variant":1021,"sub":923,"hook":1022,"lead":924},"default","Who Really Earned the Sale?",{"src":1024,"alt":1025,"width":1026,"height":1027,"srcset":1028},"/media/book-18-shop-hero-art.6436f486.webp","Book cover art for Build Your Shop's AI Analyst in ChatGPT",1600,2400,"/media/book-18-shop-hero-art.6436f486-400x600.webp 400w, /media/book-18-shop-hero-art.6436f486-900x1350.webp 900w, /media/book-18-shop-hero-art.6436f486-1600x2400.webp 1600w",{"src":1030,"alt":1031,"width":1032,"height":930,"srcset":1033},"/media/18-shop-flat-cover.9532bebe.webp","Cover of Build Your Shop's AI Analyst in ChatGPT",800,"/media/18-shop-flat-cover.9532bebe-400x600.webp 400w, /media/18-shop-flat-cover.9532bebe.webp 800w",{"shop":1035,"leads":1035},[1036,1040,1044,1048,1052,1056,1060],{"icon":1037,"title":1038,"body":1039,"aside":-1,"bonus":266},"search-check","Four sources, one ChatGPT project.","Shopify's own plugin, Meta's connector added by its URL, a third-party connector for GA4 and Google Ads, or plain CSV exports, with the developer-only steps boxed so you can hand them over.",{"icon":1041,"title":1042,"body":1043,"aside":-1,"bonus":266},"activity","Rules ChatGPT reads first.","Project instructions, a definitions file on how each source counts a sale and a settings file, for a project with project-only memory. All three also come as a separate download, ready to fill in.",{"icon":1045,"title":1046,"body":1047,"aside":-1,"bonus":266},"settings-2","15 prompts, labelled by trust.","From what an order really costs to which orders GA4 missed: four SAFE lookups, eight VERIFY prompts that say what to check, and three that won't work without joined data.",{"icon":1049,"title":1050,"body":1051,"aside":-1,"bonus":266},"shield-check","A 20-minute trust test.","Five questions on one closed week, checked against each platform and scored, with a look inside ChatGPT's code to see whether the right numbers went in. Re-run it after a model change.",{"icon":1053,"title":1054,"body":1055,"aside":-1,"bonus":266},"git-branch","Where it breaks in ChatGPT.","Long app responses that can be cut short, Python that only sees what reached the chat, scheduled tasks that can't open your project files, and Shopify and Meta apps that can change your products and ads.",{"icon":1057,"title":1058,"body":1059,"aside":-1,"bonus":266},"sun","What it costs in hours.","A task-by-task estimate of setup and upkeep. Ours for a typical small shop: a day to set up properly, then two to four hours a month to keep it honest.",{"icon":1061,"title":1062,"body":1063,"aside":-1,"bonus":261},"trending-up","Bonus: an AI skill for Claude, ChatGPT, Gemini or Copilot","that helps you set up the analyst project, then runs the trust test and the monthly check on your own numbers.",{"forList":1065,"notForList":1069,"photoShop":1072,"photoLeads":1077},[1066,1067,1068],"Online shop owners on Shopify, WooCommerce, Magento, PrestaShop, OpenCart or Shopware who run Google and Meta ads and want to ask ChatGPT one question across all of them.","Whoever runs marketing for the shop, in-house, at an agency or freelance, and has to explain on Monday why four tabs show four different numbers.","Anyone who has had ChatGPT give a confident total ROAS and wants a 20-minute way to check whether the answer holds up.",[1070,1071],"Shops that already join store, ad and analytics data in a data warehouse such as BigQuery - you'll know most of what's in here.","Anyone without read access to the ad accounts and the store admin - you need it to connect each source and to check ChatGPT's answers in the trust test.",{"src":1073,"alt":1074,"width":1026,"height":1075,"srcset":1076},"/media/18-photo-V1.65fb276e.webp","A shop owner at a packing table surrounded by parcels looks from a laptop with a chat window to a printed list of the day's orders.",1067,"/media/18-photo-V1.65fb276e-400x267.webp 400w, /media/18-photo-V1.65fb276e-900x600.webp 900w, /media/18-photo-V1.65fb276e-1600x1067.webp 1600w",{"src":1078,"alt":1079,"width":1026,"height":1075,"srcset":1080},"/media/18-photo-V21.af42532e.webp","A shop owner at a desk with a laptop, a two-column notepad and a kitchen timer checks numbers one by one, with boxed stock on shelves behind.","/media/18-photo-V21.af42532e-400x267.webp 400w, /media/18-photo-V21.af42532e-900x600.webp 900w, /media/18-photo-V21.af42532e-1600x1067.webp 1600w",{"intro":-1,"note":1082,"pages":1083},"The trust test proves ChatGPT reads your sources accurately. It can't prove your tracking is right, and Python can't fix the inputs: a cut-off app response or a purchase tag firing twice goes into the sum unchanged. Google's own servers need hosting or a tunnel set up by a developer, so most shops use a third-party connector for Google. Shopify's and Meta's apps can make changes, so approve read-only access where it's offered, as Shopify does, and confirm each change yourself. All hours are our estimates.",[1084,1092,1099,1106,1113,1120,1127,1134],{"image":1085,"page":5,"caption":1091},{"src":1086,"alt":1087,"width":1088,"height":1089,"srcset":1090},"/media/18-shop-p01.670c52fb.webp","Page 1 of Build Your Shop's AI Analyst in ChatGPT",900,1274,"/media/18-shop-p01.670c52fb-400x566.webp 400w, /media/18-shop-p01.670c52fb-900x1274.webp 900w","The cover - October 2026 edition",{"image":1093,"page":1097,"caption":1098},{"src":1094,"alt":1095,"width":1088,"height":1089,"srcset":1096},"/media/18-shop-p05.ebe27fae.webp","Page 5 of Build Your Shop's AI Analyst in ChatGPT","/media/18-shop-p05.ebe27fae-400x566.webp 400w, /media/18-shop-p05.ebe27fae-900x1274.webp 900w",5,"The questions owners ask, and the problem you'll hit first",{"image":1100,"page":1104,"caption":1105},{"src":1101,"alt":1102,"width":1088,"height":1089,"srcset":1103},"/media/18-shop-p07.d2479279.webp","Page 7 of Build Your Shop's AI Analyst in ChatGPT","/media/18-shop-p07.d2479279-400x566.webp 400w, /media/18-shop-p07.d2479279-900x1274.webp 900w",7,"Source by source: how GA4, both ad platforms and your store connect",{"image":1107,"page":1111,"caption":1112},{"src":1108,"alt":1109,"width":1088,"height":1089,"srcset":1110},"/media/18-shop-p13.3325e806.webp","Page 13 of Build Your Shop's AI Analyst in ChatGPT","/media/18-shop-p13.3325e806-400x566.webp 400w, /media/18-shop-p13.3325e806-900x1274.webp 900w",13,"Connect each source, with a test question for each",{"image":1114,"page":1118,"caption":1119},{"src":1115,"alt":1116,"width":1088,"height":1089,"srcset":1117},"/media/18-shop-p16.372721bd.webp","Page 16 of Build Your Shop's AI Analyst in ChatGPT","/media/18-shop-p16.372721bd-400x566.webp 400w, /media/18-shop-p16.372721bd-900x1274.webp 900w",16,"Build the ChatGPT project that teaches it how your sources differ",{"image":1121,"page":1125,"caption":1126},{"src":1122,"alt":1123,"width":1088,"height":1089,"srcset":1124},"/media/18-shop-p23.2afd2f77.webp","Page 23 of Build Your Shop's AI Analyst in ChatGPT","/media/18-shop-p23.2afd2f77-400x566.webp 400w, /media/18-shop-p23.2afd2f77-900x1274.webp 900w",23,"What the setup costs you in time, and what the short estimate leaves out",{"image":1128,"page":1132,"caption":1133},{"src":1129,"alt":1130,"width":1088,"height":1089,"srcset":1131},"/media/18-shop-p24.5e897769.webp","Page 24 of Build Your Shop's AI Analyst in ChatGPT","/media/18-shop-p24.5e897769-400x566.webp 400w, /media/18-shop-p24.5e897769-900x1274.webp 900w",24,"15 prompts, each labelled by how far you can trust the answer",{"image":1135,"page":1139,"caption":1140},{"src":1136,"alt":1137,"width":1088,"height":1089,"srcset":1138},"/media/18-shop-p29.74398468.webp","Page 29 of Build Your Shop's AI Analyst in ChatGPT","/media/18-shop-p29.74398468-400x566.webp 400w, /media/18-shop-p29.74398468-900x1274.webp 900w",29,"The 20-minute trust test across all four sources",[1142,1145,1148,1151,1154],{"question":1143,"answer":1144},"Is this really free?","Yes. The guide and the AI skill are free to download, and there's nothing to pay later. You answer a few questions and the download starts straight away.",{"question":1146,"answer":1147},"Why do you ask these questions?","Your answers tell us which parts of the guide matter most for your site, so the next step we suggest fits you. We use your email to send you the guide and to follow up about it. Tracking tips and Trackian news only if you ask for them after the download.\n\n[Privacy policy](https:\u002F\u002Ftrackian.com\u002Fprivacy-center\u002Fprivacy-policy\u002F)",{"question":1149,"answer":1150},"Does it cover my platform?","It works with ChatGPT, GA4, Google Ads, Meta Ads, Shopify and WooCommerce. This edition is written for online shops.",{"question":1152,"answer":1153},"Do I need to be technical?","No. It's written in plain English.",{"question":1155,"answer":1156},"Why check it now?","ChatGPT's answers keep reading well whether or not an app response was cut short, and nothing tells you which ones were.",[],4,{"startHeading":-1,"whereToStartShop":1160,"whereToStartLeads":1160,"step2":1161,"related":1166},"Go to \"Before you start\" in chapter 3 and fill in your settings sheet: time zone, currency and attribution setting for each source. It takes about 15 minutes and removes a whole class of wrong answers.",[1162],{"track":907,"label":1163,"href":1164,"body":1165,"comingSoon":266},"The DIY AI Analyst Bill","\u002Fresources\u002Fdiy-ai-analyst-bill?v=shop","before you build, count the hours it takes to run every week.",[1167,1254,1344,1437],{"path":1168,"href":1169,"itemNumber":1170,"track":907,"typeLabel":1171,"format":909,"length":1172,"effort":1173,"hasSkill":261,"platforms":1174,"cards":1178},"one-page-checklists\u002Fshop","\u002Fresources\u002Fone-page-checklists\u002Fshop\u002F","32","Checklist","1 page per platform","moderate",[917,918,1175,1176,1177,914],"magento","presta","opencart",[1179],{"cardId":1180,"track":907,"title":1181,"sub":1182,"description":1183,"punchline":1184,"sortOrder":1185,"featured":266,"featuredOrder":-1,"coverArt":1186,"cover":1190,"stage":1251,"platforms":1253},"32-shop","Purchase Tracking Checklist, by Platform","Shopify, WooCommerce, Magento, PrestaShop, OpenCart","One-page purchase-tracking checklists for Shopify, WooCommerce, Magento, PrestaShop and OpenCart.","One sender per event",43,{"src":1187,"alt":1188,"width":930,"height":930,"srcset":1189},"/media/32-shop-cover-art.22b2ce38.webp","Cover art for Purchase Tracking Checklist, by Platform","/media/32-shop-cover-art.22b2ce38-400x400.webp 400w, /media/32-shop-cover-art.22b2ce38-900x900.webp 900w, /media/32-shop-cover-art.22b2ce38.webp 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+ prompts + template","About 25 min read",[914,1262,913,1263],"claude","bq",[1265],{"cardId":1257,"track":1258,"title":1266,"sub":1267,"description":1268,"punchline":1269,"sortOrder":1270,"featured":266,"featuredOrder":-1,"coverArt":1271,"cover":1275,"stage":1337,"platforms":1343},"Audit Your GA4 Settings With Claude or ChatGPT","20 settings, 30 minutes","Audit template and prompts to check 20 GA4 settings with Claude or ChatGPT and get a fix list.","correct settings, wrong data",46,{"src":1272,"alt":1273,"width":930,"height":930,"srcset":1274},"/media/35-cover-art.f93c28a9.webp","Cover art for Audit Your GA4 Settings With Claude or ChatGPT","/media/35-cover-art.f93c28a9-400x400.webp 400w, /media/35-cover-art.f93c28a9-900x900.webp 900w, /media/35-cover-art.f93c28a9.webp 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guide","About 10 min read",[914,1263],[1352],{"cardId":1347,"track":1258,"title":1353,"sub":1354,"description":1355,"punchline":1356,"sortOrder":1357,"featured":266,"featuredOrder":-1,"coverArt":1358,"cover":1362,"stage":1433,"platforms":1436},"Protect Your GA4 History","Two settings, 10 minutes","Short guide to the two GA4 settings (data retention and BigQuery export) that protect your history, in about 10 minutes.","history you can't get back",19,{"src":1359,"alt":1360,"width":930,"height":930,"srcset":1361},"/media/11-cover-art.5552bc57.webp","Cover art for Protect Your GA4 History","/media/11-cover-art.5552bc57-400x400.webp 400w, /media/11-cover-art.5552bc57-900x900.webp 900w, /media/11-cover-art.5552bc57.webp 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