Copywriter — tasks, one by one

Producing volume copy

This is the clearest case on the whole site: fluent, on-brief, on-brand text at volume is what language models do best, the correctness bar is low, and the buyers were already paying by the word for output they barely read. The market for this work has collapsed in price rather than merely shrunk.

Cheap copy has flooded every channel, which has started to lower its effectiveness. That does not bring the old prices back, but it does create demand for someone who can tell why a piece is not working.

Finding the message

This depends on knowing things that are not written down anywhere: what customers actually said in calls, what the founder will not admit about the product, what the competitor's customers complain about. Models generate plausible angles from the average of existing marketing, which is precisely the thing a good message is not.

Message work is bought in small, senior quantities — often by the founder or a head of marketing rather than from a writer. The volume work that funded a copywriting career is the part that went.

Defining and policing a voice

When most copy is produced by tools and non-writers, coherence becomes the scarce property, and someone has to own it. This role — writing the guidelines, building the examples, reviewing the output — is new at small companies and growing at large ones, and it is where experienced copywriters are landing.

One voice owner per brand is the ceiling. This role is real and it is where experienced copywriters land, but there is exactly one of it per company.

Reading results and iterating

Generating variants is now free, so the loop is limited by insight rather than production. Interpreting results still requires knowing the audience and the channel; without that, more variants simply means more noise tested faster.

Insight is scarce, but reading results is increasingly packaged into the ad platforms themselves. The task is protected by the analyst's context, not by any barrier the platforms cannot cross.

Copy where being wrong costs money

The cost of an error is asymmetric here — a regulator's fine or a public correction dwarfs the writing cost — so organisations keep a named person accountable. Tools assist the drafting; the accountability does not move.

It is explicitly the smallest slice of the role — peripheral by weight. Being safe on the pricing page does not pay for a week.