MarvelBros C&T - Hotel Digital Insight and AI Lean Management

The First Step in Hotel Operational Upgrade Is Knowing Which Guests Are Being Bought Back at High Cost

The breakfast room of a mid-scale hotel, at eight in the morning, already has a long queue. The front desk has been fielding three room-request calls since six-thirty. The lobby manager is handling a complaint from an OTA-channel guest from last night — the room orientation was not satisfactory, there was no complimentary upgrade, and construction was going on next door. The kitchen prepared 30% more food than usual, yet RevPAR (Revenue Per Available Room) for the day still dropped.

You pull up the backend: occupancy rate 83%, looks decent at first glance. Scroll further, and seventy percent of bookings came through OTAs. That weekend, ranking promotion fees across three platforms totaled over 6,000 yuan, meaning the per-room acquisition cost was nearly 20% higher than the same period last year. And the vast majority of these guests were first-time visitors — not a single one scanned your WeChat QR code, not a single membership registration. You know full well that the next time they come to this city, they will open the same app and compare prices again, and your hotel will be nothing more than "the eighth option" in the search results.

This is not one hotel's isolated dilemma. According to The Paper's compilation of 2024 annual reports from six major publicly listed hotel companies in China, core enterprises — Huazhu Group, Jin Jiang Hotels, BTG Homeinns — all recorded year-on-year declines in RevPAR, ADR (Average Daily Rate), and occupancy rate. Jin Jiang Hotels' full-service domestic hotels saw RevPAR drop by 10.8%, and Huazhu Group's net profit attributable to shareholders fell 25.39% year-on-year. Junting Hotels stated in its annual report: "The industry's high-growth phase is over, replaced by the challenges of stock competition and refined operations." The defining feature of 2024 was "volume up, price down." According to the 2024 Hotel & B&B Industry Data Report released by Dingdanlaile, rising tourist numbers did not translate into matching accommodation spending growth, and the industry fell into supply-demand imbalance and price wars.

Behind these macro figures lies a structural problem that most hotels overlook: rooms are being sold, but to whom are you selling them? Is the profit structure behind each room healthy?

We summarize this phenomenon as "high-cost, low-quality bookings." It does not mean any single booking necessarily loses money; it means that when a large number of such bookings cluster in a hotel's revenue mix, they systematically erode operational quality.

High-cost, low-quality bookings have five typical characteristics. Check your backend data from the last three months and see how many you hit.

First, high commissions. According to Smart Order's 2025 OTA Commission Rate Guide, mainstream OTA platforms (Ctrip, Meituan, Fliggy, Booking.com, etc.) charge conventional commission rates between 15% and 30%. The 15% listed on the surface is only the base rate. Add ranking promotion fees, promotional participation fees, preferred display fees, and the effective real commission rate easily exceeds 20%. For a room priced at 300 yuan, OTAs take 45-60 yuan as a starting point. Factor in promotion cost allocation, and per-room channel costs can reach 60-90 yuan. For a mid-scale hotel whose net profit margin is already only 8%-15%, this means that for every room sold through an OTA, at least one-third to half of the profit goes directly to the platform.

Second, low average transaction value. OTA channels are inherently price-comparison environments. Your competitor is not the same-tier hotel next door; it is every hotel within a three-kilometer radius that can appear on the same search results page with you. To avoid being eliminated from search rankings, you have no choice but to join the platform's price competition — either cut prices directly or offer concessions through promotions. The result is that the average transaction value on OTA channels is perennially lower than on direct booking channels. Based on MBCT project observations and comprehensive assessment, the ADR on OTA channels for mid-scale hotels averages 8%-15% lower than member direct bookings. You receive less money and pay higher channel costs. This is a structure of double-sided compression.

Third, price sensitivity. Guests filtered through OTA price-comparison scenarios are inherently price-driven. They are highly sensitive to price changes — a 5-yuan price difference on a room can alter their decision. The consumption profile of these guests is characterized by minimal add-on purchases of food and beverage, no Mini Bar usage, and almost no upsell opportunities. What they seek is "the lowest price for the most basic service," leaving virtually no room for increasing per-guest spend from the hotel's perspective.

Fourth, weak repeat purchase. An OTA guest and a hotel are separated by a platform. The booking relationship is "guest-platform-hotel," not "guest-hotel." No matter how satisfactory the stay experience, the guest's memory tends to anchor on "that app was pretty handy" rather than "this hotel is worth coming back to." Based on MBCT project observations and comprehensive assessment, for mid-scale hotels that rely solely on OTAs for customer acquisition, the natural 12-month repeat rate is typically below 8%. For hotels with a mature membership system — even just a basic WeChat service account plus a points system — that figure can rise to 18%-25%. Compare this with industry leaders: according to data disclosed in the 2022 annual reports of Huazhu Group and Jin Jiang Hotels, Jin Jiang Hotels' active membership reached 182 million, and the share of guests from its direct sales channels held steady at 77%-80% between 2019 and 2022. Membership repeat rate directly determines a hotel's revenue quality and growth model — do you have your own guests, or are you perpetually "renting" platform traffic?

Fifth, high service demands but low loyalty. The OTA review mechanism amplifies service risk. Price-sensitive guests are naturally prone to dissatisfaction over the gap between their "great value" expectations and actual experience — they paid 200 yuan but expected a 400-yuan experience. The destructive power of one negative review far exceeds the pulling power of one positive review. Front desk and housekeeping teams spend extra effort handling these guests' demands, yet their review conversion rate, repeat purchase intent, and referral willingness are all far lower than those of the customer segments you should genuinely be cultivating.

Operational upgrade does not start with "what system should I adopt, what campaigns should I run, what skills should I train." It starts with seeing your booking structure clearly — which guests are making you money, and which guests are consuming your profits and team energy.

We recommend starting with four tables. These four tables do not require complex systems; a single Excel sheet can run the logic. If your PMS supports custom reports, the results will be even better.

Table One: Channel Booking Table. Break down the last 6-12 months by channel — Ctrip, Meituan, Fliggy, Douyin, WeChat/self-operated mini-program, walk-in, corporate agreement, conference groups, etc. — including booking volume, room nights, total revenue, commission and promotional spend, and average transaction value. The core metric to calculate is "channel net profit margin" — channel revenue minus total channel costs, divided by channel revenue. You will see with striking clarity that OTA channels, which appear to have "high booking volume," may yield per-room-night net revenue far lower than corporate agreement guests or member direct booking guests after deducting commissions and promotional fees. This table will pinpoint the reason why "full occupancy but no profit" exists, down to the channel level.

Table Two: Customer Segment Profit Table. This is the step most often skipped in operational upgrade. The common practice is to classify all bookings by guest segment source — OTA price-comparison guests, corporate business travelers, member repeat guests, agreement meeting guests, walk-in leisure guests, etc. — and then calculate per-segment metrics: average spend per guest, average length of stay, probability of generating non-room revenue (dining, Mini Bar, laundry, extra bed, etc.), complaint rate, and negative review rate. MBCT has repeatedly found a pattern across multiple projects: the top 20% of high-value guests at a mid-scale hotel typically contribute more than 45% of net profit. Yet most hotels' operational resources and marketing budgets tend to be allocated evenly — or even tilted toward the most complaint-heavy segments. That does not make sense.

Table Three: Service Pressure Table. Cross-reference the customer segment profit table with the customer service team's workload log: which channels and which guest segments generate the highest inquiry volume? Where are complaints and negative reviews concentrated? Whose time is consuming the most front desk and housekeeping capacity? A typical finding is that OTA price-comparison guests generate 2-3 times the inquiry volume of member guests (constantly confirming room types, discounts, cancellation policies), while member guests score significantly higher on satisfaction and referral intent. Your team is not lacking effort — they are being held back by the wrong work structure.

Table Four: Repeat Purchase Source Table. Identify guests who have stayed two or more times in the past 12 months, mark their original booking channel, cumulative spend, average interval between visits, and most recent stay date. This table tells you who your true "long-term guests" are, and which channels your repeat guests "grew out of." If your data shows that 90% of repeat guests come from WeChat, owned channels, and corporate agreements, while the OTA channel's repeat conversion is under 5%, your channel strategy should undergo a fundamental adjustment — OTA's role is not the main customer acquisition engine, but exposure and traffic funneling. The real engine should be your owned channels and agreement channels.

Once the four tables are clear, the actual management actions for operational upgrade become obvious.

Step one: identify the guest segments most worth cultivating. Not all guests are equally important. Rank the customer segment profit table by net profit contribution and lock in the top 30% — they may be high-frequency business travelers on corporate accounts, member families from nearby cities who travel with family often, or decision-makers in conference groups. For this group, the play is not "acquisition" but "deep cultivation" — build a chat group, send regular care messages, set up exclusive benefits, offer quiet discounts. You do not need a complex CRM system; a WeChat service account with basic tag-based grouping is enough to start. The key questions are: do you know who they are, and are you in their "first thought" when they next travel?

Step two: tilt service resources toward high-value guest segments. This is not "discrimination" — it is "resource allocation optimization." Welcome messages for high-value guests can be handwritten instead of copy-pasted templates. Their special needs (quiet rooms, early check-in, specific pillow type) can be flagged in the PMS and auto-matched next time. Their complaints should receive the highest priority response. Conversely, for OTA price-comparison guests who are price-sensitive, unlikely to return, and prone to complaints, provide standardized but restrained service — save personalized energy and resources for the people willing to come back. This is not a question of warmth; it is business logic.

Step three: let content and sales proactively attract the target guests. Once you know what your high-value guest segments look like (age, city of origin, travel purpose, spending preferences), your content strategy and sales actions have a target. For example, if your high-value segment skews toward "35-45 year-old corporate middle managers with self-drive family trips," your Official Account content should not be "hotel flash sales" — it should be "three lesser-known self-drive routes nearby" and "the right way to use a weekend family room" — attracting them not because it is cheap, but because "you understand my lifestyle." The same logic applies to your OTA page descriptions, Xiaohongshu placements, and Douyin short videos: design around the interests of the target guest segment, not generic lobby and bedding shots.

MBCT has consistently emphasized one point across dozens of hotel engagements: operational upgrade is not about making the team busier — it is about having the team serve guests who are worth serving.

There are too many hotels in this industry where the front desk stands for ten hours a day, processing check-in and check-out for 120 rooms, of which 70 come from OTAs, and leaves behind a pile of negative reviews — because price-sensitive guests always feel "it is not worth it," no matter how much extra service you provide. The guests truly worth your investment are often the ones who, after you do one small thing right for the Nth time, quietly become your repeat guests, your referral guests, your brand advocates.

The first step of operational upgrade is not upgrading hardware, not switching PMS, not adopting a new revenue management system. It is to stop, and carefully look at your guests — who is making you money, who is draining your profit, and whether the things you do every day are actually worth doing.

Swap "full house" for "full house with margin." Swap "good service" for "the right service for the right people." This is not a slogan. It is a decision system you can run through four tables.

迈创兄弟C&T（MarvelBros C&T） | A full-process solution and consulting service provider focused on digital enablement for the hospitality industry, committed to boosting hotel performance through the dual tracks of "efficiency + experience."