Pacer · Investor note
Why AI makes Pacer stronger, not obsolete
AI labs, pricing software and now Airbnb are all building smarter tools. Here is why none of them is coming for our lane, and why each one makes us better.
1
Why an AI lab like Anthropic won't do what we do
They sell the engine. Pacer sells the finished result.
- It's a tiny, messy niche for them. Vacation rental revenue management takes local market knowledge, property management system integrations, owner reporting and hands-on client work. That's a lot of pain for very little of their revenue.
- Someone has to own the outcome. AI can recommend a price. A person still has to approve it, stand behind it and take the owner's call when revenue is down. Labs don't want to be on the hook for a client's revenue.
- Their progress is our progress. Every better model makes our revenue managers faster and lowers our cost to serve. The labs are effectively funding our R&D.
- Our edge isn't on the internet. We see many portfolios across many platforms, plus years of what actually worked in each market. A general model can't be trained on data it never sees.
TurboTax didn't kill accountants. It let the good ones serve more clients.
2
Why we're better placed than pricing software
PriceLabs, Wheelhouse, Beyond and RevMax build great tools. Tools still need someone to run them.
- Recommendations still need a person. Their AI agents review listings and suggest changes, but someone has to work each one. Most operators already underuse the tools they pay for.
- They see one account. We see the whole picture. Software sees one operator on one platform. Our internal revenue operations platform pulls pricing platforms, property management data, market data and our own data warehouse together, so we spot a demand shift across many portfolios at once.
- AI makes our own platform better. We use AI to sharpen our internal revenue operations platform and keep building the Pacer Portal for clients, which strengthens retention and adds value without adding headcount.
- We plug their agents in. Each new release makes our team more productive.
- They can't easily move into our seat. Their business is selling software to operators and the partners who serve them. Owning client outcomes would mean competing with the agencies that bring them customers. And because we work across platforms, no single one controls how we deliver.
Pacer is an embedded, AI-enabled revenue management function, not another tool to log into.
3
New: Airbnb is launching its own dynamic pricing
Announced in Airbnb's Fall 2026 update, with most host tools rolling out later this autumn.
- Dynamic pricing. The host sets a price range and Airbnb adjusts nightly rates within it based on supply and demand. Airbnb hasn't shared much more about what goes into it.
- AI earnings insights for hosts with 5 or fewer listings.
- A multi-listing calendar for bulk rate and availability changes, for hosts with 6 or more.
Why this validates Pacer
- It only optimizes Airbnb. Property managers price across Airbnb, Vrbo, Booking.com and direct, through one property management system. Rates pushed from that system overwrite on-platform settings.
- It mostly helps small co-hosts. And even they hit limits. Airbnb's tools work account by account, and co-hosts are added to each owner's account rather than running their own, so managing pricing across many owners doesn't scale. Once a co-host grows to about 15 to 20 doors, they hit the same "I don't have time for this" wall. That makes them future Pacer clients.
Airbnb optimizes Airbnb. Operators need one revenue strategy across every channel.