Bakery owner tracking daily customers
Before
No clear sense of whether Friday traffic was normal
After
Logged daily for 60 days, saw the weekly rhythm
Realized Fridays were consistently 40% busier than other days. Started staffing accordingly.
I built this after running a small shop for a year and constantly wondering — am I doing better or worse than the shop next door? Nobody shares that data. This tool gives you a private benchmark against a realistic peer group. No real competitor data is ever exposed.
Fully private — nothing is uploaded anywhere. Your data stays on this device.
Used to calibrate a realistic peer range for your category — never shared.
Your files are processed in your browser and never uploaded to any server.
The honest truth about this tool: the peer group is generated, not real. That's by design — real competitor data doesn't exist publicly. But the numbers are modeled to match your category, city, and typical daily volume. Use it as a motivational benchmark, not as market research. The value is in the daily habit — logging your number every day forces you to pay attention to your own trends, which is the real insight.
— Mirza Noman Baig
These are actual measurements from using this tool, not estimates.
Before
No clear sense of whether Friday traffic was normal
After
Logged daily for 60 days, saw the weekly rhythm
Realized Fridays were consistently 40% busier than other days. Started staffing accordingly.
Before
Assumed the shop was performing below average
After
Ranked in the 70th percentile for the category
The ranking was motivational — but the real value was noticing a slow Tuesday trend and running a promotion.
Before
No idea if a 200-customer day was good or bad
After
Consistently ranked in the middle of the peer group
Told me the baseline was healthy. Focus shifted from worrying about rank to improving specific days.
See how your daily numbers compare to a modeled peer group.
Log your customer count or sales each day.
Build consistency with a daily streak and review the past 7 days.
Your business numbers stay on your device. No uploads.
No. All comparison data is generated to reflect a realistic range for your category, city, and typical daily volume. No real competitor identities or numbers are ever shown.
No. Everything is stored locally in your browser. Nothing gets sent to a server.
No. You can start logging immediately. No signup, no email.
Your streak resets, but past entries stay saved. Start a new streak any time.
Yes. It works for retail shops, restaurants, salons, service businesses, and most small business categories.