Partner restaurants customers rate lowest
Partner restaurants customers rate lowest, for the quality team.
What it does
Every month: your partner restaurants (your table) found on the map and judged by xMap AI from their rating and number of reviews, the weakest 20 first, for the quality team.
In one sentence: Monthly on the 1st at 08:00, take your table, look each one up on online maps, score and rank them with xMap AI, sort them by review_score and keep the top 20, then add row in Google Sheets and email the list to you.
Why it is useful
A weak restaurant hurts the app’s reputation. The quality team starts with the lowest rated.
Who it is for
Food delivery & quick commerce. Delivery apps, quick commerce and courier operations signing restaurants and shops, placing dark stores and keeping riders safe and on time. Every use case for food delivery & quick commerce
Best use cases
- A food delivery app’s quality team
- A restaurant marketplace
- A food safety auditor
What each run gives you
- A Google Sheet
The time it saves
Monthly on the 1st at 08:00. Doing the same work by hand takes about 60 minutes each time, so it saves about 1 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.
- Partner restaurantsYour 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.
- Each restaurant on the mapxMap data · Map business scanFinds businesses on online maps live: name, category, rating, address, phone, website and whether it is open.
- Rate how customers see them, with xMap AIxMap AI · xMap LLMTell the AI what to do in plain words.
- The 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.
- Add them to the quality sheetApp · Google SheetsCreate, edit, and collaborate on spreadsheets online
- Email me the resultsAction · EmailSends one email per run with all the items, or one email per item.
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
- Enrich a list once: A CSV of addresses or companies back with phone, website, rating and an AI score.
- Build your first flow in ten minutes: From a blank page to a flow that emails you a ranked list every morning.
- Map business scan: A live scan of online maps by type or your own search words.
- Your own tables and lists (My data): Upload a CSV, save lists of results, and use them in flows.
- Data enrichment: Adding details to records you already have.
- How to score candidate store sites: Compare sites on residents, competitors and neighbours, with an AI score and a reason.
- How to find companies hiring for a role near you: Hiring signals by role and city, with the company's details and the person to call.
More for Food delivery & quick commerce
- Well-loved restaurants that likely do not deliver yet: Well-loved restaurants likely without delivery, with the owner.
- Where to put the next dark store: Blocks with many people and few shops, for the next dark store.
- Rider rest hubs where restaurants cluster: Spots where restaurants cluster, for rider rest hubs.
- Campuses with the most students nearby, for promos: Campuses ranked by the students living nearby, for promos.
- Field sales routes to sign up new restaurants: New independent restaurants shared between your field reps in the best visiting order.
- Independent grocers, butchers and fruit shops for quick commerce: Independent grocers, butchers and fruit shops graded as partners.