How guests rate the hotels next to mine

How guests rate the best hotels next to yours, every week.

MediumWeeklyAI

Hotels, travel & tourismHospitality

Use this template

What it does

Every Monday: the best-rated hotels within 1 km of each of yours, each once, how guests rate each judged by xMap AI from its rating and number of reviews, the weakest first, emailed and mapped.

In one sentence: Mondays at 08:00, take your table, find hotels and resort hotels nearby, remove duplicates, score and rank them with xMap AI, sort them by review_score, then email the list to you and show them on a map.

Why it is useful

Guests compare you with the hotel across the street. Seeing who is rated higher, and by how many guests, tells you where you stand.

Who it is for

Hotels, travel & tourism. Hotels, tour operators and destination teams watching guests, rivals, weather and partners. Every use case for hotels & tourism

Best use cases

  • A hotel general manager
  • A hotel group's revenue team
  • A serviced apartment operator

What each run gives you

  • A weekly ratings digest
  • A map of rival hotels

The time it saves

Mondays at 08:00. Doing the same work by hand takes about 120 minutes each time; it runs about 4 times a month, so it saves about 8 hours a month (an estimate). It is medium: 8 blocks.

The flow, block by block

  1. Every MondayTrigger · ScheduleStarts the flow on a timetable.
  2. My hotelsYour data · My dataBrings in a table you uploaded or a list you saved on the My data page: your stores, customers, target accounts or sites.
  3. Hotels around each of minexMap data · Nearby placesPlaces around a point from xMap’s own places database (300M+ places, refreshed every month): pick the types of place (more than 5,000, such as Restaurant, Cafe, Pharmacy, Hospital or Gas station, or a whole group of them) and how far to look.
  4. Each hotel onceLogic · Remove duplicatesKeeps one of each item when the same one arrives more than once, for example from two searches that overlap.
  5. How guests rate them, with xMap AIxMap AI · xMap LLMTell the AI what to do in plain words.
  6. Weakest firstLogic · Sort and limitPuts the items in order, and can keep only the first ones: the 10 best rated, the 20 nearest, the highest fit scores.
  7. Email me the listAction · EmailSends one email per run with all the items, or one email per item.
  8. Show them on a mapAction · Show on a mapShows the results as points on a map, with the area of interest.

Every block can be changed after you use the template: the city, the type of place, the score, where the results go.

Use it now

Answer a few questions, enter your work email, and it runs in your own account, kept running until you pause it. Use this template.

How to set it up

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