> ## Content Index > Fetch the complete content index at: https://www.cmoalliance.com/llms.txt > Use this file to discover other available public pages before exploring further. # Prompt to purchase pipeline report - URL: https://www.cmoalliance.com/prompt-to-purchase-pipeline-report/ - Published: 2026-11-03T14:08:00.000Z - Updated: 2026-11-09T23:33:36.000Z - Author: James Shaw - Tags: Reports, Organic Search, AEO, AI & Automation A research report analyzing millions of AI conversations and user behaviors to quantify exactly how AI search recommendations drive brand discovery, site visits, and purchase intent. # The attribution gap that's costing you budget AI recommendations are driving real purchase intent – 182% more likely to search your brand, 185% more likely to view your products. But if you're relying on last-click attribution, you're crediting "organic" and "direct" while the actual source stays hidden. This report finally connects the dots your dashboard can't. [Get the report](#download) ![](https://v5.airtableusercontent.com/v3/u/59/59/1794276000000/D1yXmkOMRKydoerTryJf7Q/2VOlO6OjxjMFOOLWVyKLV4kQCgyiZ5fP7m_x4gDK_L5Kvr_WVWXhucdvDre8IbZrCgW-XMfyIOgIC2QFtyxpMI-Xr3N4wzfwmPUCuFZx2bvPgaxS7uQOoSRfhv3HWya727xJ_3yBHk5yVlj-Nt-TfWKICfRHcnZFqAgsqX6Niagi89nnYO_nTuRvCUrSW1Yb/RNG1cFjDXA0-Pg-S71dM6NHc5KPn_PqKS6nIB8_mrAE) ![](https://www.cmoalliance.com/assets/img/reports/decal-1.svg) ![](https://www.cmoalliance.com/assets/img/reports/decal-2.svg) ![](https://v5.airtableusercontent.com/v3/u/59/59/1794276000000/Sli_OoyOUA0bjhf5NG54rA/la_XOVb_NYPViPtxw1QQ21pk5exi0kbOaomHQ7d2KaBCYPHwvmpOeogel_Jy22o6XN3utPMrLkPXnQE9CyEAIw6TZErIbWiQP2OgUuXr4e-DdoJh8EE840bFaYfjrk_5u9x0mA9pJkgVyVNPGrwQFgMHkNQYtAv1lb_M-fpRkYpA52z9sp-U_QM9xvn1f5Aw/R10ERBKNa5JSWdUw9m_ba-jazAs7NJ-L8Yx_GzklsSM) ## The Prompt-to-Purchase Pipeline Report Every day, AI platforms are putting your brand in front of purchase-ready buyers. But because they don't click a trackable link, your analytics miss them entirely. This study reveals the true size of that hidden pipeline – and why the brands that measure it will win the ones that don't. [Give me my copy](#download) ## Get the evidence you need Based on millions of anonymized search events, this report quantifies exactly how AI recommendations translate into Google searches, site visits, and product views – giving you the evidence you need to justify AI search investment and stop letting outdated attribution models steer your strategy off course. [Give me my copy](#download) ![](https://v5.airtableusercontent.com/v3/u/59/59/1794276000000/cEEk2dthVdyryVDdxTgDww/PmP0KBljTkmtY-KD9GIrbh1Y6ncy79Q3JALWo9F6UzYxaSMjB4sUoB4fRPib-fUwXN8QiCasKM0_V89L_zOTZr5kZ6pWzc5hZUUkhDI_-ArAVbqGW8ouhTtEIyQNAT3tooKLhD9hECuNATRjOWZFWVg6FrSmKGBIn7pFPw_LTqd00icfFwHBbM1pVJNQ4oH-/9r03L5o8kMN0qTievGsKPDwfS_mYiuqf81of6cYGS6U) ## What you’ll discover ![](https://www.cmoalliance.com/assets/img/reports/decal-3.svg) ![bullet](https://www.cmoalliance.com/assets/img/check-bullet-point.svg) Why your "organic" and "direct" traffic labels are lying to you – and the **invisible channel** that deserves the credit. ![bullet](https://www.cmoalliance.com/assets/img/check-bullet-point.svg) The critical difference between an AI "mention" and an AI "recommendation" – and why one does **double the funnel-moving work** of the other. ![bullet](https://www.cmoalliance.com/assets/img/check-bullet-point.svg) The **hidden funnel** AI is quietly filling for your brand – and why your analytics dashboard completely misses it. ![bullet](https://www.cmoalliance.com/assets/img/check-bullet-point.svg) Why AI answers work more like **billboards than salespeople** – and what that means for your attribution strategy. ![bullet](https://www.cmoalliance.com/assets/img/check-bullet-point.svg) Why the **position** of your brand name in an AI answer dramatically changes buyer behavior – and which spot drives 389% more searches. ![bullet](https://www.cmoalliance.com/assets/img/check-bullet-point.svg) The surprising truth about ChatGPT vs. Gemini users – and why the **platform gap** isn't what you think it is. ![bullet](https://www.cmoalliance.com/assets/img/check-bullet-point.svg) The **182% lift** in brand searches that happens after one specific type of AI response – are you optimizing for it? ![bullet](https://www.cmoalliance.com/assets/img/check-bullet-point.svg) **Two words** in an AI response that make searchers 425% more likely to look you up on Google. [Give me my copy](#download) ## Get yours now This research is free, but the insight is invaluable. Get the evidence that AI recommendations are driving real purchase intent, learn exactly which levers move the needle, and finally have the ammunition to invest in AI search with confidence. Your dashboard won't show you this. We will. ![Report Image](https://v5.airtableusercontent.com/v3/u/59/59/1794276000000/D1yXmkOMRKydoerTryJf7Q/2VOlO6OjxjMFOOLWVyKLV4kQCgyiZ5fP7m_x4gDK_L5Kvr_WVWXhucdvDre8IbZrCgW-XMfyIOgIC2QFtyxpMI-Xr3N4wzfwmPUCuFZx2bvPgaxS7uQOoSRfhv3HWya727xJ_3yBHk5yVlj-Nt-TfWKICfRHcnZFqAgsqX6Niagi89nnYO_nTuRvCUrSW1Yb/RNG1cFjDXA0-Pg-S71dM6NHc5KPn_PqKS6nIB8_mrAE) [Download the report](#download) ![](https://www.cmoalliance.com/assets/img/reports/decal-4.svg) ![](https://www.cmoalliance.com/assets/img/reports/decal-5.svg) ![](https://www.cmoalliance.com/assets/img/reports/decal-4.svg) ![Report Image](https://v5.airtableusercontent.com/v3/u/59/59/1794276000000/D1yXmkOMRKydoerTryJf7Q/2VOlO6OjxjMFOOLWVyKLV4kQCgyiZ5fP7m_x4gDK_L5Kvr_WVWXhucdvDre8IbZrCgW-XMfyIOgIC2QFtyxpMI-Xr3N4wzfwmPUCuFZx2bvPgaxS7uQOoSRfhv3HWya727xJ_3yBHk5yVlj-Nt-TfWKICfRHcnZFqAgsqX6Niagi89nnYO_nTuRvCUrSW1Yb/RNG1cFjDXA0-Pg-S71dM6NHc5KPn_PqKS6nIB8_mrAE) ## Get yours now This research is free, but the insight is invaluable. Get the evidence that AI recommendations are driving real purchase intent, learn exactly which levers move the needle, and finally have the ammunition to invest in AI search with confidence. Your dashboard won't show you this. We will. ## Please add title in Airtable Please add content in Airtable [Download the report](#download) ![](https://www.cmoalliance.com/assets/img/reports/decal-5.svg)