Brand sentiment, branch by branch
Every branch of a brand ranked by how customers rate it, weakest first.
What it does
Every month: every branch of a brand in your cities, how customers rate each judged by xMap AI from its rating and number of reviews, the weakest branches first, emailed and mapped by review score.
In one sentence: Monthly on the 1st at 08:00, in London and Dubai, find fast food restaurants in the area, score and rank them with xMap AI, sort them by review_score and keep the top 20, then email the list to you and show them on a map.
Why it is useful
Branch-level ratings show operational problems before they show in sales.
Who it is for
Investors, analysts & consultants. Investors, analysts and consultants who need location numbers they can trust, on a schedule. Every use case for investors & consultants
Best use cases
- An investor in a restaurant chain
- A brand's operations team
- A consultant
What each run gives you
- An email
- A map by review score
The time it saves
Monthly on the 1st at 08:00. Doing the same work by hand takes about 300 minutes each time; it runs about 1 time a month, so it saves about 5 hours a month (an estimate). It is medium: 7 blocks.
The flow, block by block
- On the 1st of every monthTrigger · ScheduleStarts the flow on a timetable.
- My citiesWhere · Area of interestSets where the flow looks: countries, cities or specific places, or areas you draw on a map.
- The brand’s branchesxMap 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.
- Rate how customers see them, with xMap AIxMap AI · xMap LLMTell the AI what to do in plain words.
- Weakest branches 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.
- Email me the listAction · EmailSends one email per run with all the items, or one email per item.
- 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
- Build your first flow in ten minutes: From a blank page to a flow that emails you a ranked list every morning.
- The xMap Flows browser extension: what is around this business: On a company’s website or a place on a map, one click shows its market and the AI employees to hire for it.
- What xMap remembers about your company: Your city, industry and what you sell, filled in for you and always yours to change.
- Ask the map a question: How many of a kind of place, how many people for each, and where the gaps are, answered on the spot.
- Location intelligence: Using where things are, and what is around them, to make business decisions.
- Site selection: Choosing where to open a store, branch, clinic or facility.
- How to find new businesses in a city every morning: A daily list of newly listed businesses of a type, ranked, in your inbox.
More for Investors, analysts & consultants
- Market entry study, refreshed monthly: A market entry study refreshed every month: size, chains, demand, the best areas and the risks.
- Competitor density around each site: People per competitor around each of your sites, ranked.
- Store visit route for a due diligence trip: The branches of a chain you are studying, the strongest and the weakest marked, in the best order to visit them.
- Who lives around new places: The new cafes in your city with the people living around each.
- Market size of a category across cities: Every coffee shop in five cities, counted and summarised every month.
- New openings into my database: New openings saved to your own database every week, classified.