Stop bikeshedding column names — get convention-aware suggestions with the reasoning behind each.
Describe what a column stores and get naming suggestions that follow dbt, warehouse and team conventions — with explanations and red flags.
Free tier: 10 naming suggestions per month · or unlock forever for $4.99
4 columns to rename
Illustrative — suggestions are generated from your column list or DDL.
Every card is something members actually do inside Datamata — not a vague promise.
Names that fit dbt snake_case, Looker LookML and warehouse column limits — with the reasoning behind each option.
Reserved word conflicts, ambiguous names, length limit violations and casing issues caught before code review.
Three to five ranked options with trade-off notes so the team converges without a thirty-minute Slack thread.
Multiple naming options ranked by convention fit — dbt, Looker LookML and warehouse-native
Feature deep-dives
See it work
Names that fit dbt snake_case, Looker LookML and warehouse column limits — with the reasoning behind each option.
Try Column Namer4 columns to rename
Illustrative — suggestions are generated from your column list or DDL.
Go deeper
Reserved word conflicts, ambiguous names, length limit violations and casing issues caught before code review.
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Three to five ranked options with trade-off notes so the team converges without a thirty-minute Slack thread.
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Real decisions, not generic templates. Every workflow runs on live market data so your moves are backed by what employers are asking for now.
Multiple naming options ranked by convention fit — dbt, Looker LookML and warehouse-native
Explanation of the trade-offs so you can make an informed pick
Red flags for reserved words, ambiguous names and length limits
Quick start guide
Describe what the column stores and which table it lives in — context produces better suggestions than a one-word prompt.
Write what it stores in plain English — the more context the better.
Tip: Mention the data type and whether it is a flag, timestamp, ID or measure — that shapes the naming conventions.
Each suggestion includes the convention it follows and why it was ranked.
Copy the chosen name and close the bikeshed — the reasoning is documented for future reference.
Use the dbt Model Generator after naming columns — it will generate the schema.yml with your chosen names already in place.
What's included
Multiple naming options ranked by convention fit — dbt, Looker LookML and warehouse-native
Explanation of the trade-offs so you can make an informed pick
Red flags for reserved words, ambiguous names and length limits
Free tier includes ten suggestions per month
Start free, upgrade when you need more.
Pro
$9.99/moUnlimited suggestions with convention exports
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