Benchmark

Problem

• Restaurants lack visibility into how well they're performing compared to similar or competing restaurants.
• No Clear Benchmarks = No Motivation or Direction

Goal

• Motivate restaurants to improve performance through transparent, comparative insights.
• Encourage restaurants to align with market trends.
• Promote healthy competition within similar categories.
• Provide partners with data-driven decision support.

Requirements

Default Data Display

• Default Range:
  • Show the last 6 complete months (e.g., if current month is May, show Nov–Apr).
  • Show the last 6 complete weeks, based on date selected (e.g., if selected date is June 3 2025, show the complete weeks from June 3 - June 9, June 10 - June 16, June 17 - June 23, June 24 - June 30 , July 1 - July 7 , July 8 - July 14 .
• Custom Range: Allow users to select any continuous 6-month/week period via date picker (max 6 months or weeks).
  • Minimum 2 months or weeks
  • Maximum 6 months or weeks
• Data View: Allow users to select the data by monthly or weekly
• Data Type: Percent change of performance over time.

Calculation Logic

• Comparison Base:
  • Always compare all months against the oldest month in the selected range.
  • Always compare all weeks against the oldest week in the selected range.
• Formula:
  • Performance Report For comparing the growth percentage in each restaurant
  • Monthly=((Current Month GMV−Base Month GMV)/Base Month GMV)×100
  • Weekly=((Current Week GMV−Base Week GMV)/Base Week GMV)×100
  • Average Spend Per Person Report For comparing the spend per person in each restaurant (use covers quantity)
  • Monthly = ((Current Month avg spend−Base Month avg spend)/Base Month avg spend)×100
• Special Rule for Base Month/Week: Since comparison is always to the base month/week, its value will always show as "Base" instead of 0% to reduce confusion.

Groupings

• Similar Tags Group:
  • Automatically grouped based on the primary restaurant tags: primary cuisine, primary dining style and primary location (e.g., “Japanese”, “Rooftop”, "Bangkok").
    • Use the average of all restaurants on each tag
  • Use the similar tags that attached to restaurant selected → Group Login
• Competitor Group (Yellow Box):
  • Set manually per restaurant in the Edit Restaurant Page using a searchable dropdown for restaurant names.

Data Columns

• Row Header: Restaurant Names.
• Columns: Each of the 2-6 months/weeks.
• Values: growth vs. base month/week (e.g., Nov).
• Highlight Current Restaurant: The currently viewed restaurant row should be highlighted (e.g., bold or background color).
  • highlighted restaurant for the selected restaurant (yellow color). but the other branch no need to be highlighted.

UI/UX Enhancements

Benchmark Page

• Add subpage below the report page
  • Restaurant (existing)
  • Benchmark (new page)

Base Display

• Use "Base" as a label for the first week/month.

Color Indicators

• Positive % (>+5%) → Green (↑).
• Negative % → Red (↓).
• Flat Growth (-5% to +5%) → Grey or black.

Table Layout

Performance Report Average Spend Per Person Report

• Show each group (similar tags and competitors)
• Sticky header and scrollable table for readability.

Admin Dashboard

• Allow assignment of restaurant competitors via searchable dropdown in Edit Restaurant Page.
  • If there is no competitors on admin dashboard setting, hide the section on the table on partner portal
• add checkbox button to show the restaurant as anonymous on partner portal.
  • Active, show the list by the Restaurant Competitor 1, Restaurant Competitor 2, Restaurant Competitor 3, and so on
  • Inactive (default), show the list by the real restaurant name

Filters

• Month/Week Range Picker (2 months/weeks max and 6 months/weeks max).
• Toggle display:
  • All
    • Show restaurant, similar tags and competitors
  • Similar Tags Only
    • Show restaurant and similar tags
  • Competitors Only
    • Show restaurant and competitors

• Branch option → Group Login
  • The dropdown option is one of the restaurant, so there is no All Branches option

Figma :

[

www.figma.com

https://www.figma.com/design/ymdLN2ZKzfI0oyX4kps2GQ/Partner-Portal-Desktop?node-id=16465-334&t=uy23dJbZLH38nJvm-1

](https://www.figma.com/design/ymdLN2ZKzfI0oyX4kps2GQ/Partner-Portal-Desktop?node-id=16465-334&t=uy23dJbZLH38nJvm-1)