{
  "slug": "chatgpt-ads-early-test-2026-10-12t09-7",
  "company": "ChatGPT Ads (early test)",
  "headline": "ChatGPT ads unlikely to shift holiday budgets, per brand spend patterns",
  "topic": "{Stash Edge — Pricing Play}",
  "source_name": "Modern Retail",
  "source_url": "https://www.modernretail.co/marketing/why-chatgpt-ads-wont-likely-impact-holiday-sales-in-a-major-way-this-year/?utm_campaign=modernretaildis&utm_medium=rss&utm_source=general-rss",
  "landing": "https://pops4-stash-edge.billing-010.workers.dev/articles/chatgpt-ads-early-test-2026-10-12t09-7",
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    "linkedin": {
      "label": "LinkedIn · Jenny",
      "body": "{Stash Edge — Pricing Play}\n◆ PAPER · Emerging ad platform early adoption resistance · ChatGPT Ads (early test)\n\nChatGPT ads unlikely to shift holiday budgets, per brand spend patterns.\n\nChatGPT as an ad platform feels like it should work — people are literally telling it what they want. But Google felt like that too in 2000, and it took three years to prove ROI. The issue is not ChatGPT's model; it's that you're not selling to searchers who are asking for your product, you're selling to thinkers who are asking ChatGPT a question. The conversion funnel is longer. This is a watch-and-wait position, not a pivot.\n\nMy Stash Take on what it means for the rest of us →\nhttps://pops4-stash-edge.billing-010.workers.dev/l/t/li/chatgpt-ads-early-test-2026-10-12t09-7\n→ Your Stash Room — your logo, live pricing, ships blind: https://pops4-stash-edge.billing-010.workers.dev/l/r/li/chatgpt-ads-early-test-2026-10-12t09-7\n→ Proper imprints, done right at POPS4: https://pops4-stash-edge.billing-010.workers.dev/l/s/li/chatgpt-ads-early-test-2026-10-12t09-7",
      "chars": 1053,
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      "alt_label": "HakoShikin agency",
      "alt_body": "{Stash Edge — Pricing Play}\n◆ PAPER · Emerging ad platform early adoption resistance · ChatGPT Ads (early test)\n\nChatGPT ads unlikely to shift holiday budgets, per brand spend patterns.\n\nChatGPT as an ad platform feels like it should work — people are literally telling it what they want. But Google felt like that too in 2000, and it took three years to prove ROI. The issue is not ChatGPT's model; it's that you're not selling to searchers who are asking for your product, you're selling to thinkers who are asking ChatGPT a question. The conversion funnel is longer. This is a watch-and-wait position, not a pivot.\n\nMy Stash Take on what it means for the rest of us →\nhttps://pops4-stash-edge.billing-010.workers.dev/l/t/lh/chatgpt-ads-early-test-2026-10-12t09-7\n→ Your Stash Room — your logo, live pricing, ships blind: https://pops4-stash-edge.billing-010.workers.dev/l/r/lh/chatgpt-ads-early-test-2026-10-12t09-7\n→ Proper imprints, done right at POPS4: https://pops4-stash-edge.billing-010.workers.dev/l/s/lh/chatgpt-ads-early-test-2026-10-12t09-7",
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      "label": "Bluesky",
      "body": "{Stash Edge — Pricing Play}\n◆ PAPER · Emerging ad platform early adoption resistance · ChatGPT Ads (early test)\n\nChatGPT ads unlikely to shift holiday budgets, per brand spend patterns.\n\nMy Stash Take →\nhttps://pops4-stash-edge.billing-010.workers.dev/l/t/bs/chatgpt-ads-early-test-2026-10-12t09-7",
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    "substack": {
      "label": "Substack · Fending",
      "title": "ChatGPT ads unlikely to shift holiday budgets, per brand spend patterns",
      "body": "✍️ YOUR NOTE — write 2–3 lines to ONE person so they feel: \"this is about me… I could actually do this… I could make money from this.\" Energize them, make it yours. (This is the part that gets the opens.)\n[ your take… ]\n———\nHere is a real one you can run this week 👇\nBrands are testing OpenAI's ChatGPT ads, but high costs and weak sales attribution mean they expect little holiday budget to migrate from Google or Meta this year, per Modern Retail.\nHere's the cool part — the lever almost everyone misses (and you don't have to): emerging ad platforms follow a pattern — they charge premium rates while they prove efficacy. ChatGPT sits in that phase. The real opportunity is not for a brand to shift budget to ChatGPT (yet), but to watch which *type* of brand gains traction first. If high-intent, high-AOV brands (SaaS, finance, luxury) show wins by Q1 2027, then mid-market physical product brands know it's worth a test. For now, the move is to run a small test (10-15% of a single SKU's budget), track your CAC against Google/Meta, and report back quarterly. If they show superiority, re-allocate. If not, you saved the experiment for learning, not disaster.\nWhat that means for you: ChatGPT as an ad platform feels like it should work — people are literally telling it what they want. But Google felt like that too in 2000, and it took three years to prove ROI. The issue is not ChatGPT's model; it's that you're not selling to searchers who are asking for your product, you're selling to thinkers who are asking ChatGPT a question. The conversion funnel is longer. This is a watch-and-wait position, not a pivot.\nIf you make, sell, or gift anything with your name on it — this is yours to run. You can do this.\n(Real, not theory — Modern Retail: https://www.modernretail.co/marketing/why-chatgpt-ads-wont-likely-impact-holiday-sales-in-a-major-way-this-year/?utm_campaign=modernretaildis&utm_medium=rss&utm_source=general-rss.)\n———\nOr — want it built FOR you? Your logo, your products, your own private room, priced and ready, in about five minutes. That's literally what we do →\nhttps://www.pops4.com/vip?utm_source=substack&utm_medium=newsletter&utm_campaign=stash",
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}