AI Doesn't Hide Dysfunction — Especially in Hotel Marketing
- Dave Goulden
- Feb 24
- 2 min read
Updated: 5 days ago
Hotel Management just published a great roundup on AI in hotel operations, and it's worth reading. Revenue management, demand forecasting, task routing, and energy management, the experts interviewed agree that AI is making a real impact in these areas. But one quote from Brad Brewer at Agentic Hospitality stuck with me more than anything else:
"AI does not hide dysfunction. Poor data, unclear ownership, and outdated policies become visible fast."
He's exactly right. And it made me think about a dysfunction that nobody in the article, or really anyone in the industry conversation right now, is talking about.
Every expert quoted is focused on what happens after the guest arrives. Optimizing pricing. Automating housekeeping. Streamlining scheduling. All important, all valuable. But what if the bigger problem is upstream? What if hotel marketing teams are spending millions acquiring guests and have no way to know which campaigns bring guests who actually stay and spend money on-property?
That's the reality for most mid-market hotel management companies right now. Standard marketing attribution stops at the booking. It tells you the cost per booking and conversion rates, but nothing about what happens next. It can't tell you that your best-looking campaign drives a 38% cancellation rate while your "underperforming" channel brings guests who cancel at 10% and spend three times more at your restaurant. When cancellations run 25-40% of bookings and ancillary revenue represents 30-40% of total property value, that's not a small oversight.
That's making six-figure budget decisions with half the data.
The article also quotes Lisa Jane Wheaton from Maestro PMS, saying AI turns existing operational data into actionable intelligence. I agree completely, and I'd argue that the most expensive data gap in most hotel companies isn't in operations. It's in the marketing department, where the data from your marketing platforms, your PMS, and your POS systems has never been connected. The industry is right to invest in AI for operations.
But the biggest ROI might be hiding in a place nobody's looking yet.
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