Report by the San Francisco Fed shows small increase in premiums for properties further away from the sites of recent fires
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Wildfires in California have grown more frequent and more catastrophic in recent years, and that’s beginning to reflect in home values, according to a report by the San Francisco Fed released Monday.
The effect on home values has grown over time, and does not appear to be offset by access to insurance. However, “being farther from past fires is associated with a boost in home value of about 2% for homes of average value,” the report said.
In the decade between 2010 and 2020, wildfires lashed 715,000 acres per year on average in California, 81% more than the 1990s. At the same time, the fires destroyed more than 10 times as many structures, with over 4,000 per year damaged by fire in the 2010s, compared with 355 in the 1990s, according to data from the United States Department of Agriculture cited by the report.
That was due in part to a number of particularly large and destructive fires in 2017 and 2018, such as the Camp and Tubbs fires, as well the number of homes built in areas vulnerable to wildfires, per the USDA account.
The Camp fire in 2018 was the most damaging in California by a wide margin, destroying over 18,000 structures, though it wasn’t even in the top 20 of the state’s largest fires by acreage. The Mendocino Complex fire earlier that same year was the largest ever at the time, in terms of area, but has since been eclipsed by even larger fires in 2020 and 2021.
As the threat of wildfires becomes more prevalent, the downward effect on home values has increased. The study compared how wildfires impacted home values before and after 2017, and found that in the latter period studied—from 2018 and 2021—homes farther from a recent wildfire earned a premium of roughly $15,000 to $20,000 over similar homes, about $10,000 more than prior to 2017.
The effect was especially pronounced in the mountainous areas around Los Angeles and the Sierra Nevada mountains, since they were closer to where wildfires burned, per the report.
The study also checked whether insurance was enough to offset the hit to values, but found its effect negligible. That was true for both public and private insurance options, even though private options provide broader coverage than the state’s FAIR Plan, which acts as an insurer of last resort and provides coverage for the structure only, not its contents or other types of damages covered by typical homeowners insurance.
“While having insurance can help mitigate some of the costs associated with fire episodes, our results suggest that insurance does little to improve the adverse effects on property values,” the report said.
While wildfires affect homes across the spectrum of values, many luxury homes in California tend to be located in areas particularly vulnerable to the threat of fire.
“From my experience, the high-end homes tend to be up in the hills,” said Ari Weintrub, a real estate agent with Sotheby’s in Los Angeles. “It’s up and removed from down below.”
That puts them in exposed, vegetated areas where brush or forest fires are a hazard, he said.
While the effect of wildfire risk on home values is minimal for now, it could grow over time, the report warns. “This pattern may become stronger in years to come if residential construction continues to expand into areas with higher fire risk and if trends in wildfire severity continue.”
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AI-powered travel agents are challenging online booking platforms, but Airbnb’s exclusive listings and direct customer relationships could give it an edge. Its next challenge: turning repeat guests into loyal customers through stronger rewards and innovation.
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AI agents like Muse can already find you the cheapest hotel room in Paris. But they can’t locate a cheaper version of that Catskills cabin you’ve been eyeing, because it might only be available on Airbnb ABNB -1.43%decrease.
Investors should pay attention to that distinction. When Meta Platforms META 3.38%increase launched its Muse agent last month, travel stocks including Booking Holdings BKNG -1.19%decrease, Expedia and Airbnb all fell sharply.
Airbnb, though, has a real chance to emerge as a winner from the upheaval. The catch: Its stock already reflects above-industry growth. To justify its valuation, Airbnb will need to turn repeat customers into loyal ones.
Online travel companies make much of their money by simplifying search and collecting fees on bookings. AI agents threaten that model.
But not all travel marketplaces are equally exposed. Booking and Expedia largely sell hotel rooms that travelers can also book directly or through competing sites. If an agent can find the same room elsewhere, it has little reason to favor either Booking or Expedia.
Booking and Expedia also sell sponsored listings that steer travelers toward particular properties. Wells Fargo estimates those will account for about 8% of Expedia’s revenue and a much higher percentage of profit next year.
Airbnb has more ways to adapt. More than half its listings are available only on its platform, and more than 90% of its traffic comes directly to its app or website.
The customer relationship doesn’t end after booking, either. Bernstein analyst Richard Clarke notes that 90% of Airbnb guests go on to message their hosts about arrival times, keys or local taxes, giving Airbnb a connection to both sides of the transaction.
How the companies have responded to the possible agentic future is telling.
Expedia quickly signed on as a Muse partner. Airbnb hasn’t, and Chief Executive Brian Chesky says AI chatbots have so far been a boon, sending customers to Airbnb’s website.
Chatbots might work for buying paper towels, he quipped at a Skift conference last month, but people enjoy planning trips. He argued that browsing dozens of homes isn’t something a text-based chatbot is well suited for.
Still, the AI jitters arrived just as Airbnb was persuading investors it deserved its pricey multiple. For years after its 2020 initial public offering, the stock—which trades around 25 to 30 times forward earnings—went nowhere. Investors saw a mature operator trading at a growth premium.
This year, Airbnb growth seems to be accelerating. The stock jumped in August after the company raised its full-year revenue-growth guidance with its second-quarter results. Wells Fargo analyst Ken Gawrelski credits a run of product improvements under a revamped leadership team.
Among the changes: letting guests reserve now and pay later, adding hotels, and a redesigned home page and app. Investors were also betting on what comes next, including thousands more hotels, car rentals and, eventually, advertising.
The irony is that some of those growth drivers push Airbnb closer to the kind of business Booking and Expedia run—the kind of business AI agents could threaten. Even if AI agents capture a large share of travel planning and booking, Airbnb would capture the demand. But it and others would slowly lose control over how customers find and choose properties.
That would undermine the advertising opportunity investors are counting on. The bigger point for Airbnb and other marketplaces is that losing control of customer acquisition could mean surrendering some of their pricing power and margins.
To bulletproof itself, Airbnb might look to another e-commerce giant that has so far kept AI agents at arm’s length: Amazon.
Like Amazon, Airbnb has a loyal customer base and hard-to-match supply. But it has nothing like Prime membership to make customers think twice before taking their business elsewhere.
That is where loyalty comes in. Business travelers stick with Hilton or Marriott because enough nights earn them perks. Leisure travelers rarely accumulate stays with one chain. Airbnb has millions of listings and plenty of repeat customers, but no broad rewards program. It has begun experimenting with credits on hotel stays, but it should make loyalty a priority, not just a promotion.
Airbnb also plans to launch its own AI agent next year. But travelers using an agent might still want it to search Airbnb, Vrbo, Booking and hotel websites alike, rather than limit itself to one company’s inventory.
Eventually, Airbnb might have to strike deals with agent makers, using its unique homes as leverage to negotiate favorable terms, says Gawrelski. Such deals, along with rewards for loyal guests, could over the long term eat into the company’s roughly 13% take rate, he adds. But if they bring in enough additional bookings, the trade-off could be worthwhile.
History offers a reason not to panic. The shift from desktop to mobile unsettled investors in Alphabet and Amazon, but both emerged as major beneficiaries. Companies with valuable assets can come out of a platform shift stronger, if they adapt quickly enough.
Airbnb has homes the bots can’t easily replace. Now it needs to give guests a reason to insist on booking them there.
