Marketing

AI-assisted copy critique and refinement

Have AI critique a draft against criteria like market direction, analyst framing, and customer language, then feed the findings back into the copy agent for targeted revisions before stakeholder review.

Why the human is still essential here

Humans decide which critiques to accept, coordinate alignment with PMs/stakeholders, and own the final approvals and edits.

How people use this

Brand voice and style consistency critique

AI reviews a draft for tone, clarity, and brand guidelines, then suggests concrete rewrites for inconsistent sections.

Writer / Grammarly

Objection-handling and clarity pass

AI identifies confusing claims and likely buyer objections, then proposes tighter copy and alternate value-prop phrasing.

ChatGPT / Claude

Claims and compliance risk check

AI flags potentially risky superlatives, unsubstantiated claims, and missing qualifiers so marketing can adjust before legal review.

Writer / ChatGPT

Community stories (1)

LinkedIn

My mom asked me how I use AI at work.

My mom asked me how I use AI at work.

“For everything” wasn’t a very helpful answer. 😅


So I typed up these steps I often go through (this specific list was for creating web pages, but the process is often similar for other deliverables).


Nobody asked except my mom 😉, but here is my process:



WRITING WEB COPY WITH AI


1. Start with my brain: no AI yet

Dig up existing documents on the topic I need to write about, jot down notes that come to mind, review competitor pages, roughly map page structure...


2. Generate a first draft with AI

- Have AI make a “web page copy brief” based on my notes/outline, plus our Domo product positioning doc

- Using that brief, generate a first draft of the page via a Web Copywriter Agent I made

- Go back & forth with the agent to iterate on messaging


3. Switch into research mode with AI

To confirm I’m on the right track, switch gears and use:

- Gemini’s Deep Research Agent for additional market & competitive context

- My own Voice-of-Customer Agent trained on real customer comments


4. Go back and critique the draft with AI

Feed those findings back into the Copy Agent. Ask it to critique the draft against things like market direction, analyst framing, and customer language. Make adjustments accordingly.


5. Critique the draft with humans

Align with PMs and other stakeholders, and refine again.



I find the best outputs come when I alternate between using AI for creation and critique.


I like breaking the project up into several steps, wiping the context between chats, and using my *very own human brain* heavily throughout the process.


It takes more time, but I think it’s worth it. :)



Any other favorite AI tricks I should add to the list? (It’s for my mom, I promise !!)

EB
Ellie BeanProduct Marketing Manager @ Domo
Mar 3, 2026