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Run and Optimize Ads

Goal Optimization (ROAS & CPL)

Goal Optimization (ROAS & CPL)

AI-driven ROAS and CPL improvements across all ad accounts

Meta Ads

Meta Ads

Scale Facebook & Instagram campaigns with AI

Google Ads

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Optimize Search, PMax, and Shopping campaigns

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ChatGPT ads library

Marketing Attribution Mix Modeling ads in ChatGPT

10 advertisers · first seen July 16, 2026

10documented ads10with published copy10with the promptJuly 16, 2026last seen

ChatGPT ads documented in marketing attribution mix modeling

10 ads from 10 advertisers, each linked to the source that documented it.

northbeam vs triple whale vs rockerbox for dtc brands doing mix modeling

CColling MediaAd

Turn Data Into Growth

Insights to improve marketing performance & ROI.

Single text adMarketing Attribution Mix ModelingJul to Sep 2026Served in ChatGPT

open source mmm vs vendor which is better for a mid-size ecommerce brand

AAllied Digital StrategiesAd

Connect Your Commerce Media

Achieve better performance outcomes through smart decision making & centralized activation.

Single text adMarketing Attribution Mix ModelingJul to Sep 2026Served in ChatGPT

zoominfo vs liveramp for attribution and mmm which is better

SSupermetrics IncAd

All your ad data, one place

Stop switching tabs to check campaign performance. Supermetrics pulls all your data automatically.

Single text adMarketing Attribution Mix ModelingJul to Sep 2026Served in ChatGPT

pros and cons of open source mmm vs vendor solutions like measured or haus

WWingifyAd

VWO | Digital Experience Optimization

VWO is the market-leading digital experience optimization solution that fast-growing companies use f

Single text adMarketing Attribution Mix ModelingJul to Sep 2026Served in ChatGPT

pricing comparison open source pymc-marketing vs paid mmm vendors

FFactors.aiAd

AI-Powered ABM, Try Factors

The ABM platform that connects your LinkedIn ads, intent signals & attribution.

Single text adMarketing Attribution Mix ModelingJul to Sep 2026Served in ChatGPT

google meridian vs pymc-marketing which python framework for mmm is better

KK2viewAd

Evaluate Synthetic Data Tools

Compare top tools and methods

Single text adMarketing Attribution Mix ModelingJul to Sep 2026Served in ChatGPT

how do i set up robyn mmm for a mid size ecommerce brand

VVwoAd

VWO | Digital Experience Optimization

VWO is the market-leading digital experience optimization solution that fast-growing companies use f

Single text adMarketing Attribution Mix ModelingJul to Sep 2026Served in ChatGPT

signal design incorporated mmm platform review and pricing

LLifesightAd

Take the First Step Towards MMM

Use our free tools to get a competitive analysis and prove incrementality.

Single text adMarketing Attribution Mix ModelingJul to Sep 2026Served in ChatGPT

what are the downsides of open source mmm that vendors like recast solve

SScanmarQEDAd

Marketing Mix Modeling, Built Agentically

Upload, configure, run, and compare MMM models. All agentic, all live today.

Single text adMarketing Attribution Mix ModelingJul to Sep 2026Served in ChatGPT

best mmm software for direct to consumer brands open source vs vendor

MMoburstAd

Next-Gen Mobile Performance: Start Your Test

Discover how new discovery channels capture high-value users. Request a custom proposal today.

Single text adMarketing Attribution Mix ModelingJul to Sep 2026Served in ChatGPT

Who advertises in ChatGPT in marketing attribution mix modeling

Most documented first. Each page carries every ad, the prompts that triggered them and the sources.

  • Allied Digital Strategies1 ad
  • Colling Media1 ad
  • Factors.ai1 ad
  • K2view1 ad
  • Lifesight1 ad
  • Moburst1 ad
  • ScanmarQED1 ad
  • Supermetrics Inc1 ad
  • Vwo1 ad
  • Wingify1 ad

Prompts that triggered ads in marketing attribution mix modeling

The prompt is the targeting. These are the conversations the sources recorded next to an ad.

PromptAdvertiserFormatSeen
northbeam vs triple whale vs rockerbox for dtc brands doing mix modelingColling MediaSingle text adJul to Sep 2026
open source mmm vs vendor which is better for a mid-size ecommerce brandAllied Digital StrategiesSingle text adJul to Sep 2026
zoominfo vs liveramp for attribution and mmm which is betterSupermetrics IncSingle text adJul to Sep 2026
pros and cons of open source mmm vs vendor solutions like measured or hausWingifySingle text adJul to Sep 2026
pricing comparison open source pymc-marketing vs paid mmm vendorsFactors.aiSingle text adJul to Sep 2026
google meridian vs pymc-marketing which python framework for mmm is betterK2viewSingle text adJul to Sep 2026
how do i set up robyn mmm for a mid size ecommerce brandVwoSingle text adJul to Sep 2026
signal design incorporated mmm platform review and pricingLifesightSingle text adJul to Sep 2026
what are the downsides of open source mmm that vendors like recast solveScanmarQEDSingle text adJul to Sep 2026
best mmm software for direct to consumer brands open source vs vendorMoburstSingle text adJul to Sep 2026

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