What ChatGPT is better at

It's the tool most of your team already has on their phone. That's a fact to work with, not around.

Reviewed September 2026. This page names fast-moving vendor detail, so it carries a review date.

Volume and speed

Twenty short jobs in an hour: follow-ups, replies, captions, inspection write-ups, reminders. Work where the per-item quality bar is “clear and consistent” and the real enemy is that it doesn't get done at all.

Talking instead of typing

For anyone whose day happens in a vehicle or on a site, dictating a job note on the drive home and getting a written quote out of it is the single highest-value thing on this site. Voice note to finished draft.

Photo tasks

A photo of a whiteboard, a damaged fitting, a handwritten form, a product label. Rough input to structured text, which is most of what field work needs.

Where we'd use something else

Long bundles and contracts — the other shape.
Twenty documents that must all sound like one organisation.
Anything on the never list, regardless of tool.

The tier problem

Because it is the tool already installed on everyone’s phone, it is also where most unofficial free-tier use happens. That makes the tier and data question urgent rather than theoretical.

What it's genuinely better at

Volume and speed. Twenty follow-ups that each need to differ slightly, done in the time it takes to write two by hand.
Talking instead of typing. A voice note from the van becomes a quote email before the next job — the single highest-value use in trade and field businesses.
Photos of things. A handwritten site note, a whiteboard, a form someone filled in by hand.
Saved instructions for the jobs one person repeats constantly.

Reviewed September 2026. This page describes how we teach these tools, not what either vendor's current terms say — those get confirmed at the start of every engagement.

Where it's the wrong reach

A long bundle that has to be held consistently end to end, and any document where the voice has to stay steady across several pages. Those belong on the other side.

The trap we see most often: a team that started here, got good results on short work, and then assumed the same approach would hold for a tender. It doesn't, and the failure is quiet.

If your week is mostly fast turnaround, the training looks different. Tell us what the volume is.

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