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AI for Marketing: Test, Tweak & Transform Campaigns With Synthetic Focus Groups

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0:00 / 24 minutes
24 minutes February 4, 2026

What if you could pressure-test a campaign before it launches—not just with past data, but by simulating how key audiences and platforms are likely to respond? One global brand did exactly that using AI-powered synthetic focus groups to preview reactions, surface red flags and refine messaging before spending a media dollar. But that was just the entry point. Today, the same approach is evolving into…

What if you could pressure-test a campaign before it launches—not just with past data, but by simulating how key audiences and platforms are likely to respond? One global brand did exactly that using AI-powered synthetic focus groups to preview reactions, surface red flags and refine messaging before spending a media dollar. But that was just the entry point. Today, the same approach is evolving into predictive modeling and audience simulation that help marketing and comms teams anticipate what will land, what will miss and how AI systems may interpret your brand. Join to learn about:

  • Synthetic Focus Groups 101: How teams model personas, simulate reactions and score copy, visuals and timing—using AI panels as a faster, lower-risk alternative to traditional focus groups.
  • Predictive Campaign Testing: How synthetic audiences are used to A/B test subject lines, CTAs and creative concepts—then plug top performers directly into paid, owned and internal channels.
  • Audience Simulation & Forecasting: How teams move beyond testing to simulate audience behavior, forecast sentiment shifts and model “what-if” scenarios before launches, announcements or crises.
  • AI Perception & Answer Engines: How predictive modeling helps anticipate how LLMs, search and answer engines interpret your brand—and the steps teams take to influence which messages, facts and narratives AI surfaces.
  • Starter Framework: A practical checklist to pilot synthetic focus groups and expand into predictive modeling—whether you’re in marketing, PR or internal comms.
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Speaker

  • Mike Moschella Head of ACC Intelligence, Acceleration Community of Companies (ACC)

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