I did something uncomfortable a few weeks ago.
I ran an audit. Asked five major AI platforms (ChatGPT, Claude, Gemini, Google AI Overview and Perplexity) to describe Vinebox.
Most got the basics right. Sommelier-curated. Wine by the glass. 100ml pours. A few had outdated details. One described our hero product that sells out every year.
But here’s what actually stopped me.
Zero platforms mentioned corporate gifting. Not one. Not even a passing reference. And corporate gifting isn’t a side offering. It’s the entire B2B strategy we’re building. In fact, Vinebox corporate gifting grew 151% YOY (More on that in a future post).
That gap, that whitespace, became the foundation of our entire go-to-market plan.
This is the new search. And most brands don’t know they’re invisible in it.
When someone types “best branded corporate wine gifts” into an AI assistant, they’re not getting ten blue links. They’re getting a confident, synthesized answer. A short list. A recommendation. If your brand isn’t in it, you don’t exist in that moment.
AI-assisted research is increasingly where B2B vendor discovery begins. Roughly 50% of buyers are starting their search in AI. Up to 73% are using AI tools somewhere in the research process. The exact stat shifts, but the signal doesn’t. The consideration set is forming before a buyer ever reaches a website.
That’s when it clicked for me. The brands that win from here will be the ones built for zero-click discovery. Found, understood, and recommended by AI before a buyer ever visits their webiste.
I’m calling it Answer-First.
And it changes everything about how I think about brand building, content and communications.
What made this shift real wasn’t just the gut feeling. It was seeing it in black and white. That’s So True. (Gracie Abrams reference). Some things you can’t unsee.
A colleague connected me to Spyglasses.io, a white-labeled AI visibility platform built specifically for PR and marketing teams. They are not the only ones doing this but the reports are clean, shareable, and built for teams that need to make the case internally. It audits how major AI platforms describe your brand. It scores where your content falls out of the AI citation pipeline. It tells you which press placements are actually reaching AI and which ones aren’t doing the work you think they are.
It also tells you if a target site is blocking AI entirely. Wouldn’t you want to know this in advance of any content or pitch you spend time on?
Once I understood that AI doesn’t “know” things in some abstract way, it’s searching, pulling, and ranking content like any other system, everything clicked. Spyglasses is built around that reality.
That’s not just a better dashboard. It’s a fundamentally different way of seeing the problem.
Owned. Earned. Community. All 3. That the formula right now.
I’ve always believed PR should connect to measurable outcomes. This tool gets us so much closer to make that case as the industry shifts.
Here is what I learned:
A 28% share of voice in AI for sommelier-led wine content means nothing if the buyer asking about corporate gifting never hears your name.
The whitespace wasn’t a positioning problem. It was a visibility problem.
And once we saw the gap clearly, the Answer-First GTM almost wrote itself.
Every piece of content mapped back to one question: does this teach an AI platform what Vinebox actually does for corporate buyers?
That’s not traditional PR. That’s Answer-First strategy.
The takeaway?
There’s a new layer now, and the gap between teams who can see it and teams who can’t is growing fast.
If AI doesn’t know what your brand does, specifically for the buyer who’s actively searching, you’re not in the consideration set. And you won’t know you’re missing until you look.
So look.
Ask ChatGPT to describe your company. Ask Perplexity what you’re known for. Ask Gemini where you show up in a category search.
What you find will be clarifying. Maybe uncomfortable.
Either way, building Answer-First isn’t optional. It’s the most important audit your comms team isn’t running yet.
vinebox.com/corporate