Marketing copy that does not trip detectors

Why AI marketing copy underperforms

AI models are trained on a huge corpus of marketing writing. They are very good at reproducing its patterns. Those patterns include benefit-heavy opener clusters, adjectives that gesture at value without naming it, and calls to action that could work for any product in any industry.

The problem is that all those patterns together produce copy that reads like a slide deck, not like a pitch. It describes categories of value rather than specific ones. "Streamline your workflow" tells a reader nothing they did not already know. "Cut your weekly reporting time from four hours to forty minutes" tells them exactly what they get.

Humanize Me rewrites the generic patterns out. You still need to add the specific claims, numbers, and use cases. But the model removes the filler that dilutes them.

What it removes from AI marketing copy

• •The opener-that-applies-to-anything: "In a world where businesses need to stay competitive..." Every piece of software ever sold has used that opener.
• •Generic adjective clusters: "powerful," "innovative," "state-of-the-art," "industry-leading" attached to nouns without any explanation of what they actually mean.
• •Aspirational closing lines that ask no one to do anything specific: "Take the first step toward transforming your business today."
• •Benefit padding: listing the same benefit three different ways in three consecutive sentences using different adjectives.

Before and after example

Marketing use cases it covers

Writing product copy is the most common ask, so we keep a preset for it. The AI product description humanizer opens with the right tone and use case. For everything else, the use-case library groups presets by what you're writing.

How to use it for marketing copy

1. 1.Paste one unit of copy: a single email section, a product description, a social caption. Do not paste an entire campaign at once.
2. 2.Select the right use case. Use "Marketing Email" for email copy, "Product Description" for feature and product descriptions, "Social Caption" for social media.
3. 3.After the rewrite, look at the diff view. Spot where the model removed specifics and add them back manually. The model removes fluff, not facts, but double-check.
4. 4.Add the specific numbers and claims after the rewrite, not before. Start with the AI draft, let Humanize Me fix the structure and tone, then layer in the specific value propositions that only you can add.

Common questions from marketers

Related tools on Humanize Me

• Humanize email: campaign emails with specific language
• Humanize product description: product copy around outcomes, not adjectives
• Humanize social caption: social media copy with actual voice