AI-driven search is no longer a future trend—it’s already reshaping how brands are discovered, evaluated, and ultimately chosen.
In this session, Winning in AI Search, NextBigWin partnered with Crossfill and Tap In Digital, alongside Michele Hsu (VP of Marketing at Cerebro Capital), to break down what’s changing—and what marketers need to do about it.
View the full presentation deck
The Shift: From Rankings to Recommendations
One of the biggest takeaways is simple but important:
AI doesn’t rank. It selects.
Traditional SEO focused on rankings, clicks, and traffic. But AI-generated answers skip that entire process. Instead of showing a list of links, platforms like ChatGPT and Google AI Overviews recommend a small set of brands directly.
In many cases, 60–80% of recommendations are concentrated among just three brands.
If you’re not included, you’re not just lower—you’re invisible.
The New Problem: Invisible Demand
AI is creating a layer of demand that most companies can’t see.
- No impression
- No click
- No attribution
As highlighted in the session, a user can discover your brand through AI, then visit directly, while your analytics show “Direct” traffic and give AI zero credit.
This creates what Tap In Digital calls a “dark demand layer” —influence that exists but isn’t measured.
What to Measure Instead
The session introduced a new set of metrics that matter in AI-driven discovery:
- Brand share of voice in AI answers
- Citation frequency
- Prompt coverage (where you show up vs. don’t)
- Competitive inclusion gaps
These signals determine whether your brand is even part of the consideration set.
From Visibility to Revenue
This is where the partnership between Crossfill and Tap In Digital becomes powerful:
- Crossfill helps companies measure and improve AI visibility by tracking how often brands appear in AI-generated answers and recommendations.
- Tap In Digital helps connect that visibility to revenue, bringing AI signals into attribution models and media mix frameworks to quantify real business impact.
Together, they close the gap between:
“Are we showing up?”
and
“Is this driving growth?”
Partner Offers
To help teams get started:
- Crossfill is offering a Free AI Visibility Audit
- For agencies: 1–2 client accounts
- For brands: benchmarked vs. top 3 competitors
- Contact: sales@crossfill.com
- Tap In Digital is offering an AI Revenue Mapping Sprint
- Connect AI visibility signals to downstream revenue
- First 10 attendees receive 50% off
- Contact: kirk@tapindigital.com
The Bottom Line
You are already losing share in AI-driven discovery.
You just can’t see it yet.
The brands that start measuring—and acting—now will be the ones that win.
