You run a small studio. On Tuesday night you are deciding whether the new toddler music class should meet Saturday morning or Sunday afternoon. To choose well you would like to know a handful of ordinary things. What else is on Saturday morning within a mile? What do similar classes charge? Who else nearby runs classes for this age?
Here is the strange part. Every one of those answers is public. Nobody is hiding anything. You just cannot read it.
1. Where is all that public information?
Go looking and you will find it in four different shapes.
- A flyer on the door of the church hall, or a photo of that flyer on a page.
- A calendar widget on a community center's site that shows a lovely month grid to a person and almost nothing to anyone else.
- A booking portal with its own layout, logins and vocabulary.
- A social post from Tuesday, which is already gone by Thursday.
Four sources, four formats, no shared vocabulary. Comparing them takes an evening of tabs and screenshots, and then you have done it once.
2. What would it look like if you could read it?
Here is a flyer, the way the world publishes it:
FALL TODDLER MUSIC!! Saturday mornings starting 10/3, little ones
(and their grown-ups) welcome, $15 drop-in or $120 for the 10-week
session. Sign up at the desk or DM us!And here is the same information as a record you could put next to twenty others. This is abbreviated and the class is invented, but the field names are real:
{
"type": "class",
"name": "Toddler Music",
"schedule": { "days": ["saturday"], "start_time": "10:00:00" },
"term": { "starts_on": "2026-10-03", "total_classes": 10 },
"tuition": { "amount": 120, "drop_in_price": 15, "currency": "USD" },
"ages": { "min": 0, "max": 4 }
}Nothing new was invented. Every value was on the flyer. It has just been read into a shape where a Saturday is a Saturday, a price is a number in dollars, and an age range is two numbers instead of a phrase like "little ones."
Once ten neighborhood flyers look like this, your Tuesday question is not an evening of tabs anymore. It is a sort.
3. What do you get to ask?
Questions that used to be guesses become questions with answers:
- What is on Saturday between nine and noon near me, for kids under five?
- Which nearby classes cost less than mine, and which cost more?
- Which classes cover the same age group, and on which days do they meet?
- Which places nearby run classes at all?
You still make the call. You are a person who knows your customers and your room. But you make it looking at the whole Saturday instead of the part of it that happened to show up in your feed.
4. Why is it so hard to do by hand?
Because the work is not clever. It is tedious, and it never stops. A flyer is replaced every season. A widget changes when the website does. A price moves by five dollars and nobody posts about it. Keeping a picture like this up to date is a full-time job for someone, and small businesses do not have that person.
Large platforms have that person, or a team of them, and it shows in the decisions they make. Your market is exactly as public as theirs. They can read it. You cannot.
Why this matters if you run something local
The difference between a guess and a decision is usually a couple of facts you could not see. Whether to move a class, what to charge, which weekend to run a sale, or whether to try a different age group are all cheaper to get right with a clear view of the neighborhood than with a hunch and a lot of scrolling.
How Tailend helps
Tailend reads events, classes, camps and places from the organizers' own pages and calendars and turns them into consistent, dated records. Each one says when it was last confirmed, and says so plainly when it could not be confirmed. The idea is simple: your market is already public. It should also be readable.
We start in Philadelphia and are working outward from there.