USE CASE:
Chief revenue officer: title classification without the guesswork
Read this if you need title classification for chief revenue officer and you would rather see the real options than a pitch. Mamba Labs builds Apify actors, and Contact Classifier is the one named below that covers chief revenue officer.
The problem
Title classification for chief revenue officer looks like the easy case and is not. Chief revenue officer sit in one function and one seniority band, and both move with company size, which shapes title classification. On chief revenue officer, title classification rarely catches this: the same title means three different jobs at a startup, a scaleup and an enterprise. There is 1 runnable example of title classification for chief revenue officer below.
What is at stake
Titles follow a power law, so a few hundred hand mapped variants cover most of chief revenue officer and the tail covers the rest badly.
Traditional Search Tools
- The job advert itself, for chief revenue officer. Free, and the responsibilities section says what the title actually means there.
- A spreadsheet of keyword rules. Contains and does not contain, in order. Fragile, free, and completely transparent when it goes wrong, which counts for a lot.
- Your CRM's picklist. Forces structure at intake and only works when the person entering the record picks honestly. In practice they pick the first option.
- An LLM prompt over the column. Handles the odd ones a rule list cannot. Costs a call per row and gives a different answer on a rerun unless you pin the temperature.
- Build a lookup. Export the distinct titles, map the top 300 by hand, treat the tail as unknown. Two hours, and it covers most of the list because titles follow a power law.
Mamba Labs Apify Actors
These are the actors we built for this job. If yours is not covered here, search from the bar at the top of the page or contact us here and tell us what you need.
- Contact Classifier1 preconfigured task on this page's job.
Preconfigured tasks
A task is one of these actors with the inputs already filled in for a specific version of this job. Open one, swap in your own list, and run it without setting anything up from scratch.