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AI words to avoid, and the checks that catch what's left

MS
Marcela Shine
||5 min read
107-check pre-delivery content standard for avoiding AI slop before publishing

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Every list of AI words to avoid gets you part of the way. Delete "leverage" and "robust" and the writing still reads like a machine wrote it.

The words are the easy part. The structure, the invented statistics, and the confident tone with nothing behind it are what give the draft away.

So we built the full check. 107 items, seven gates, written for a machine to follow. Paste it into your AI's instructions and it runs before anything reaches you.

What the standard checks

GateWhat it checks
0What has to exist before a word gets written. Keyword, title, source documents. Fails here and the piece doesn't get drafted
1Punctuation, voice, vocabulary. Zero em dashes, filler words, and every AI word to avoid paired with what to use instead
2Structure. How it opens, how it ends, sentence length, paragraph length, heading hierarchy
3SEO. Metadata, character counts, links, and every URL fetched rather than written from memory
4Sourcing. Every figure carries its year and links the page for that year. Nothing invented
5File format and handoff
6Six questions that need a person, not a script

How we do things (and what we recommend you do)

Start with a knowledge base. That's the core documentation about your business that your AI should know.

We recommend at least:

  • Top three business goals (a basic business plan)
  • Brand guide, including brand voice and founder's voice
  • Marketing and content strategy
  • Keyword research
  • Competitive analysis
  • Content plan (we run a 90-day rolling plan)

We pack ours together and call it the Business Backpack. It uses the same foundation as The Clear Business Framework, so it carries to any AI we use.

Then:

  • Our gates have numbers. Ask for results by number, not "reviewed"
  • Ask twice. After the AI says the gates are run, ask how many it checked and which ones
  • Expect it to fail. It fails more than we'd like
  • Be the human in the loop. ;-)
Keep reading

Why an AI words-to-avoid list won't fix your content

What slips throughWhat it costs you
Filler and slopAn hour of editing per post
A fabricated statisticA false claim with your name on it
Copy that sounds like everyone elseA buyer who can't tell you apart
A dead or invented URLLost trust, and a link Google won't follow

None of that gets fixed by better prompting. It gets caught by a check that runs every time.

Start here: AI words to avoid are only the first check

  1. Download the standard
  2. Paste it into your AI's project instructions or knowledge base
  3. Send the prompt below before you ask for anything
  4. Edit out what doesn't fit your business
  5. After every draft, ask which gates it ran and how many

Read this standard in full. Before you draft anything, interview me. Ask what my business does, who I am writing for, and how I sound. Ask which of these rules don't fit my business and which ones are missing something you'd need. Tell me which parts of my knowledge base are incomplete. Wait for my answers before you write.

It's free, and it's yours to change.

Office hours with the Ready, Plan, Grow! team

Bring a question about running your business. We talk through operations, marketing, pricing, hiring, and what it's like to wear all the hats of a founder.

Office hours are free. We also run a paid membership for ongoing work, and we'll tell you about it if it fits what you're building.

Grab a spot on the calendar

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MS
Marcela Shine
Co-founder, Ready, Plan, Grow!

Marcela has trained 15,000+ entrepreneurs through Google for Startups, Ureeka, and the YWCA. She brings 30 years of lived experience from typewriters to teaching AI.

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