AI Shortlist / MarTech
marketing attribution measurement Who ChatGPT, Perplexity, and Gemini name when B2B buyers ask about marketing attribution measurement.
12 prompts · 36 answers · Data as of Oct 27, 2026, 3:40 AM ET · Methodology
IS MY COMPANY ON THE SHORTLIST?
SHARE OF VOICE
Who AI recommends All engines ChatGPT Perplexity Gemini
20/36 · 56%· score 71 18/36 · 50%· score 66 13/36 · 36%· score 62 12/36 · 33%· score 47 5 Adobe Marketo Measure
10/36 · 28%· score 31 10/36 · 28%· score 50 9/36 · 25%· score 45 9/36 · 25%· score 41 9 GA4
8/36 · 22%· score 27 10 Google Analytics 4
8/36 · 22%· score 27 7/36 · 19%· score 42 7/36 · 19%· score 28 6/36 · 17%· score 33 6/36 · 17%· score 28 6/36 · 17%· score 35 Mentions out of 36 successful answers across all three engines.
BUYER PROMPTS
What we asked, ranked by buyer intent These are the questions buyers type when they are close to choosing a tool, not when they are just learning. We rank them by how close the wording is to a purchase: price and budget questions first, then switching and "alternatives to" questions, then head-to-head comparisons, then "best tool for my kind of team". Each prompt was asked once in ChatGPT, Perplexity and Gemini, with no login, chat history or personalization. Full methodology
#1 · Pricing or budget shortlist cheapest attribution tool for DTC brands #2 · Active switch or alternatives search Cometly alternatives for Meta ROAS #3 · Active switch or alternatives search Invoca alternatives for call analytics #4 · Active switch or alternatives search Northbeam alternatives for Shopify #5 · Active switch or alternatives search Rockerbox alternatives for multi-touch #6 · Comparison shopping top marketing attribution platforms compared #7 · Segment-specific best-of shortlist best attribution tool for paid ads #8 · Segment-specific best-of shortlist best marketing data pipeline for ads spend #9 · Segment-specific best-of shortlist best privacy-safe marketing tracking for healthcare #10 · Category best-of shortlist best B2B marketing attribution platform #11 · Category best-of shortlist best call tracking attribution software #12 · Category best-of shortlist best marketing attribution software 2026 COMPARE
Head-to-head in this niche Brand A Select Triple Whale Northbeam Dreamdata Ruler Analytics Cometly Adobe Marketo Measure Rockerbox HockeyStack GA4 Google Analytics 4 Funnel CallRail Hyros WhatConverts CallTrackingMetrics Invoca AppsFlyer ThoughtMetric Factors.ai GA Connector HubSpot Marketing Hub Improvado Nimbata Marchex Ringba Supermetrics Fivetran Airbyte Polar Analytics Measured Roivenue Wicked Reports RedTrack Freshpaint Ours Privacy Madgicx Brand B Select Triple Whale Northbeam Dreamdata Ruler Analytics Cometly Adobe Marketo Measure Rockerbox HockeyStack GA4 Google Analytics 4 Funnel CallRail Hyros WhatConverts CallTrackingMetrics Invoca AppsFlyer ThoughtMetric Factors.ai GA Connector HubSpot Marketing Hub Improvado Nimbata Marchex Ringba Supermetrics Fivetran Airbyte Polar Analytics Measured Roivenue Wicked Reports RedTrack Freshpaint Ours Privacy Madgicx Pick two brands to see mentions per engine and shared prompts.
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METHODOLOGY
Engines: ChatGPT, Perplexity, Gemini. This niche: 12 prompts, 36 successful answers. Tested 2026-10-27. A mention is one successful answer that names the brand. Share of voice is mentions divided by total successful answers in the niche. Results are a point-in-time snapshot of model answers, not a traffic ranking.