Stop Sounding Like ChatGPT: A Practical Guide for Product Leaders
Make your copy sound human, not AI. Practical tips, word swaps, and prompts to boost trust, conversion, and brand recall across emails, pages, and release notes.

CONTENTS
Why Authenticity Moves Your Product Metrics7 Quick Tips to Stop Sounding AI-ish (and stay human)Social Share
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If your updates, emails, or release notes are starting to “delve” into things a lot… your audience can probably hear the AI in it. That matters, because trust is conversion’s oxygen. 70% of people who know or use gen-AI say AI content makes it harder to trust what they see online. When trust drops, so do activation, retention, and brand recall.
At the same time, language is drifting in a very AI way. A Preprint analyzed 740k hours of talks and podcasts and found many GPT-favored words (like “delve” and “meticulous”) rose 25–50% per year in real speech after ChatGPT launched. The AI accent is real and now, also detectable.
Why Authenticity Moves Your Product Metrics
- Activation & conversion: People try products they believe in. Robotic copy signals towards “generic,” which quietly destroys intent.
- Retention: Users stay with products that feel like they’re built by people who understand them, and speak like them.
- SEO: Helpful, specific language wins engagement time and backlinks whereas AI-ish fillers don’t.
Brand recall. Amongst so much AI sameness, having a distinct voice sticks out and stays with users and audiences.
7 Quick Tips to Stop Sounding AI-ish (and stay human)
- Cut the giveaway verbs. If a paragraph has two of: delve, underscore, bolster, meticulous, swiftly, amidst, furthermore, trim to zero or one. (We’re not banning them; we’re saving them for when they truly work.)
- Prefer short, specific verbs. Delve → explore / unpack / go deeper. Underscore → highlight. Bolster → back up / strengthen.
- Write like you talk to a person. Swap “users” for “you.” Instead of “Users can now…” try “Now you can…”.
- Start with the change, not the flourish. First sentence = what changed + why it matters. Flourish later.
- Add a human fingerprint. A tiny story, a customer name (with permission), a number, or a trade-off you considered.
- Impose constraints. Ask your writer or AI tool: “≤2 buzzwords, ≤2 commas per sentence, 15–18 words max per sentence.”
- Do a plain-English pass. Last step: “Rewrite this for a smart, impatient reader. Keep the meaning; reduce the fluff/unnecessary jargon.”
Additional tip: Keep a brand “watchlist” (words to use/avoid) and run a quick ⌘F/Ctrl+F before publishing.
Below are before/after prompt rewrites you or your team can paste into any AI tool. Each block adds voice notes, personal detail hooks, constraints, and a plain-English pass.
Authenticity isn’t about sounding casual, it’s about sounding particular to your customers, in your context. That’s the line between “generic AI” and a brand people remember (and buy from). See how we put that into practice.
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