The enricher
An AI assistant that fills in the missing columns of a list
Fills in the columns that are empty. Takes a thin list and goes and finds the missing fields, one row at a time, marking which it could not confirm rather than guessing at them.
What you'd say
Half this list has no company size and no website. Go and find them.
When it runs
When you ask. Brief it in a sentence, any time.
What it uses
a browser
Wants a browser.
Where it stops and asks
It marks what it could not confirm rather than guessing. A cell it is not sure of is empty and flagged, never filled to look complete.
How it goes
The running order.
Every step lands in the record with a time and a source, so you can read what it did instead of asking.
- Read the thin list
- Find each missing field, one row at a time
- Write where each came from
- Mark what it could not confirm
Questions
The ones that come up first.
Where does it get the data?
The public web, one row at a time, in a real browser: the company's own site, the registries, the directories. Each filled cell carries where it came from.
Is this the same as a data vendor?
It is slower and it is yours. No credits per row, no vendor list, and it finds the things a vendor does not hold, such as who actually runs the place.
What happens with the ones it cannot find?
They stay empty and marked, with what it tried. You can hand those to a person, or to the list builder to try another way.
Who hands this over most
Popular with these businesses.
Who has bought industrial in this submarket in the last two years?
Nothing goes to a client until you have read it.
Scope this brief against what we charged Kessler and tell me where we lost money last time.
Nothing goes to a client until you have read it.
Find every distressed commercial listing in South Brooklyn under $5M and put them in a sheet.
Nothing goes to a seller until you have read it.
Next to it on the list
Often handed over together.
Update everything from this week's email before I look at the pipeline.
I think we have the same twelve companies in here under different names.
The sheet and the system do not agree on last month. Find every difference.
Make it your first job.
Sign in, start a Hand, and paste the ask from the top of this page. Plans start at $20 a month, with work included.
