In 30 U.S. Markets, Airbnb's First Page Belonged to Listings With Long Review Records
On Sept. 30, Airbnb let U.S. guests search in their own words. Across 30 U.S. markets, Airbnb's search ranking algorithm leaned toward homes with long review records; hosts' favorite shortcuts showed little consistent pull.
In searches for a Nov. 13–15 stay for two adults in 30 U.S. markets, listings on Airbnb's first page carried a median 142 reviews, against 99 for listings ranked on page three or later, according to AirROI, a short-term-rental data firm, which tracked Airbnb's live search results this week.
Page one held the more-reviewed listings in 25 of the 30 markets.
That is an association, not proof that reviews lift a listing. Reviews, badges and bookings rise together. Airbnb's engineers built the ranker to order homes by "the guest's likelihood of booking," they wrote in a 2018 paper, and a long record of stays is the evidence such a model reads.
Hosts are deciding now what to change before the holidays. Airbnb's fall update promised that "later this fall, new AI-powered tools will give hosts even greater control." Software vendors and operators, meanwhile, are selling precise percentages for the "2026 algorithm."
Airbnb's own list is short. Its Help Center says "the quality, popularity, price, and, for homes, location of a listing heavily influence how a listing appears in search results." It gives no weights.
A pricing-software vendor's blog, updated Sept. 18, does. It says Instant Book listings rank "approximately 15–25% higher" and that Guest Favorite status carries "approximately 25% of ranking weight." An operator's blog calls click-through on the search card "the single biggest lever."
The table grades the most repeated claims against the weekend searches. Airbnb's own statements matched the searches; the precise outside figures did not.
| Claim | Who makes it | What the searches showed | Verdict |
|---|---|---|---|
| Quality and popularity raise rank | Airbnb | Page one had more reviews and more recent bookings | Consistent |
| Instant Book ranks 15–25% higher | Pricing-software vendor's blog | A modest page-one tilt; no consistent lift in position | Overstated |
| Guest Favorite carries 25% of ranking weight | Pricing-software vendor's blog | Guest Favorite tracked page one; Airbnb names no weights | Direction fits |
| Priced below comparable listings ranks higher | Airbnb | Page one asked slightly less than same-size listings | Small edge |
| Title keywords lift rank | Software and marketing blogs | No common title word moved listings consistently | Not found |
| Click-through is the biggest lever | Operator's blog | Airbnb's published model targets bookings | Untested; Airbnb's paper points to bookings |
Page one carried longer review records
The review gap was the steadiest in the searches. Listings with 100 or more reviews sat higher than those with fewer in 29 of 30 markets.
Recent bookings pointed the same way, though a high rank can itself bring bookings. Page-one listings had booked nearly two-thirds of the past 90 nights, against about half for listings on page three and later.
In Scottsdale, Ariz., the first page carried a median of about 175 reviews; listings further back had about 60.
Nashville ran the other way: page one's median of about 90 reviews trailed the roughly 160 held by listings on page three and later.
One host credits the score rather than the count. "Listings with higher review scores generally rank higher in the algorithm," Katie Cline, a Superhost with two rentals in upstate New York, wrote in a Business Insider essay updated Aug. 28. Most listings in these searches sit near 4.9, though, and the median rating was about 4.9 both on page one and further back. The number of reviews separated the pages more than the rating did.
The two Guest Favorite and Superhost badges lined up differently. Guest Favorite listings made up 81% of page one, against 70% of page three and later, and page one had the larger share in nearly every market. Superhost listings also sat higher in most markets, but once reviews, ratings and Guest Favorite status were held equal, the Superhost badge made no measurable difference.
Airbnb's wording fits that split. The Help Center says the algorithm "considers the Superhost criteria," meaning cancellations, responsiveness, ratings and reviews, rather than the badge. Guest Favorite is awarded from ratings, reviews and reliability, and Airbnb says only that holders get "a badge in search results" and a filter of their own. In August it described its latest change as "smarter search rankings" that "prioritize higher-quality homes that are a better fit for each trip."
A badge can also work on the guest rather than the ranker. Heeyon Kim, an assistant professor at Cornell who studied Airbnb's old Plus label for verified homes, told the Cornell Chronicle in May that "guests scrolling through search results saw certified and uncertified listings side by side," and that the contrast made unlabeled homes "feel more uncertain or risky."
In searches without dates, neither badge helped.
Instant Book and price
The vendor blog's Instant Book figure is specific: listings rank "approximately 15–25% higher in search results compared to request-to-book listings, all else being equal."
The searches found something smaller.
Instant Book listings were 62% of page one, against 56% further back, and with reviews, badges and price held equal they were somewhat more likely to reach page one. Yet their median position was no better than other listings' in most markets; they sat higher in only 13 of 30.
In two identical undated searches run minutes apart, Instant Book listings sat about even with others in one and nearly a fifth higher in the other. The vendor's range showed up in one of three sets of searches.
Airbnb's own claim is narrower. It says instant listings "may rank higher in search results because responses are automatic and the booking is confirmed without the host needing to affirmatively accept the request." For other listings, the algorithm "considers how quickly hosts respond to guest inquiries and how often hosts reject requests to book," which a responsive host who rarely declines can also manage. Airbnb's new host dashboard will still suggest "turning on Instant Book."
Price showed the small edge Airbnb describes. Its Help Center says listings "priced below other comparable listings in the area" tend to rank higher. For the November nights, page-one listings asked about $4 a night less than same-size listings in the same search, while listings further back asked about the going rate; page one was cheaper in most markets.
No title word showed a consistent pull
Listings with "pool" in the title sat lower, not higher, in most weekend searches where enough of them appeared. Across 15 common title words, from "cozy" to "lake," none moved listings the same way in both dated and undated searches once price, ratings, reviews and badges were held equal.
An Orlando property manager's blog says the algorithm reads keywords "from your description and amenities, not your title." A software vendor's blog calls the title "the primary text field Airbnb's search uses for relevance matching."
Airbnb's title guidance never mentions rank. It asks for fewer than 50 characters because "longer titles are automatically shortened in search results to fit smaller screens."
The title may soon matter less. On Airbnb's August earnings call, Chesky said that in AI search "the title could actually be AI generated." Hosts have already found AI edits to their listings; one wrote on Reddit in July that a rewritten title ran "3x the number of characters I am allowed." The new AI filters turn typed words into amenities, so "baby" surfaces filters such as cribs.
The page one hosts see isn't guests'
A host checking a listing without dates sees a different first page from a guest planning a weekend.
Of the first-page places in the undated searches, only 5% also appeared on page one of the November weekend search for the same market. The undated search's median listing had three bedrooms; the two-adult weekend search's had one. Only about two in five undated results were open for both nights, against nearly all of the weekend results.
Even an identical search shuffles. Run again minutes later, the undated search kept about two-thirds of its first page.
Airbnb's Terms of Service list "number of Guests, destination, time and duration of the trip," calendar availability and a guest's "previous trips, viewed and saved Listings" among the parameters behind rank. Airbnb also says it designs search so new listings "show up well."
Who pays for page one next
Professionally managed homes held a smaller share of page one than of the pages further back. They made up 15% of page one, against 19% further back, and sat higher than other listings in only about a quarter of the markets where they appeared. Airbnb says its algorithm "encourages variety," showing "listings that have different hosts," which is one possible reason, not a proven one.
Paid placement could change who sits on top. Airbnb's Terms already say hosts may "promote their Listings in search" for "an additional fee." In a note reported by citybiz on Oct. 1, Jefferies analyst John Colantuoni argued that AI search could bring Airbnb closer to sponsored listings, though Airbnb has announced no such product.
Chesky has framed AI search around bookings. "Anyone can vibe-code a search function, but to do something that doesn't kill conversion rate, that's the hard part," he told TechCrunch on Sept. 30.
He has also named the next step: "Next year we will launch our agent," he told the Skift Global Forum on Sept. 23.
"Unfortunately, as an STR owner, you just have to play by their rules," Chris Dickey told CNBC in August. He has rented out his single-family home in Moab, Utah, since 2021.
About the data: Page one is ranks 1–18; page three and later, ranks 37 and beyond. AirROI's live ranking data cover 30 U.S. places on Oct. 7–8, 2026: undated searches run twice, and a Nov. 13–15 stay for two adults, repeated in 10.
Frequently Asked Questions
Airbnb says instantly bookable listings "may rank higher" because responses are automatic, and it puts no size on the effect. In October 2026 searches, Instant Book listings were somewhat more likely than others to reach page one, but in a November weekend search they sat higher overall in fewer than half the markets. Neither measure backed the 15–25% lift some software vendors advertise.
Airbnb's ranking considers the Superhost criteria rather than the badge: the status requires a 4.8 or higher rating, a cancellation rate under 1%, replies to 90% of new messages within 24 hours and at least 10 reservations, or 3 reservations totaling at least 100 nights. In October 2026 weekend searches, Guest Favorite listings sat higher than others in most markets, while Superhost status made no measurable difference once reviews, ratings and Guest Favorite status were counted. Guest Favorite is built from ratings, reviews and reliability, and travelers can filter for it.
Nothing Airbnb publishes ties title words to rank; its guidance asks for fewer than 50 characters and notes that longer titles are cut short in search results. In October 2026 searches for a November weekend, listings with "pool" in the title more often sat lower than higher, and none of 15 common title words moved listings the same way across search types. Chief Executive Brian Chesky has also said titles shown in AI search, which launched in the U.S. on Sept. 30, 2026, could be AI generated.
Airbnb's Terms list a guest's party size, trip dates, calendar availability, previous trips and viewed or saved listings among its ranking parameters, so a host checking without dates sees a different page than a guest with a weekend in mind. In October 2026, switching from an undated search to a two-adult November weekend left only 5% of first-page listings in place. Airbnb says new listings usually appear within 24 hours and are designed to "show up well" at first.
