Oh, this is AI slop? AI slopLow-effort, low-quality digital content generated by artificial intelligence, often produced in massive volumes to earn ad revenue or manipulate search algorithms. — I’m reading all of it!

— said no one ever
Honestly?
legacy calibration: May 28, 2026

When your AI-generated text sounds AI-generated — what do you do?

Introducing WROITER

Works where you already write

ChatGPT
Claude
Gemini
MCP

It can’t hallucinate

There’s zero AI in the engine. WROITER is a script that runs against a library of regularly updated AI patterns.

It won’t gaslight you

You’ll never get an AI score from WROITER — only the findings, each with its own level of confidence.

It works where you work

Connect it to ChatGPT, Claude, Gemini — you name it. Use the MCP connector, or call the API straight from your pipeline.

It’s free — for now

WROITER costs almost nothing to run and burns no LLM tokens. When new, exciting features arrive, those will have pricing.

What WROITER catches

A few examples of the AI writing patterns the script catches.

01The fake reframe

  • It’s not about the product — it’s about the people.
  • This isn’t just a tool. It’s a movement.
  • You’re not just a customer — you’re family.
  • Less about selling, more about storytelling.
PIVOT_CRUTCH

02The throat-clearing

  • In today’s fast-paced world…
  • In the ever-evolving world of marketing…
  • Gone are the days of…
  • It’s important to note that…
BANNED_PHRASES

03The buzzword bingo

  • Unlock the power of AI.
  • A true game-changer.
  • Cut through the noise.
  • Navigate the complexities of…
BANNED_PHRASES

04The hype and the hard sell

  • Imagine a world where…
  • The future of content is here.
  • Ready to take your marketing to the next level?
  • Smarter, not harder.
BANNED_PHRASES

05The drumroll

  • Buckle up. Let’s dive in.
  • Here’s the thing: …
  • Let that sink in.
  • No fluff. No filler. No nonsense.
TELEGRAPHED_REVEAL

06The chatbot voice

  • Great question!
  • You’re absolutely right!
  • Honestly? …
  • Hope this helps!
ASSISTANT_PERSONA
See all 37 patterns and the rules behind them

These are excerpts. Some checks need repetition or a longer passage, and a finding names a writing pattern — it doesn’t prove who wrote the text.

Paste a draft, get back a revision prompt for your AI

The real diagnostic — the same one running at wroiter.com/diagnostic. Here it is on an AI-drafted paragraph.

The diagnostic

Paste your text here — at least 15 words…
0 words

What you get back

Run the diagnostic to see your revision prompt.
Matching patterns across 6 signal families…

It lives inside the tools your team already writes in.

Not a tab you have to remember to open. Add it as a connector, or call the API from your pipeline — same engine the site runs, no account, no key, nothing stored.

Claude

Verified

Add it as a custom connector, then: “Run this through WROITER and apply the fixes.”

https://api.wroiter.com/mcp

ChatGPT

Dev Mode

Same connector URL, behind Developer Mode on any paid plan. Read-only — it never writes anything anywhere.

https://api.wroiter.com/mcp

Your pipeline

One POST, no key. Drop it between drafting and review as an automatic de-slop pass.

POST api.wroiter.com/revise

Live in production since May 29. One deterministic engine behind a URL — the wroiter_revise tool over MCP, or plain HTTP. Nothing stored.

Full setup & walkthroughs →