Miatz playground

Would an AI Even Quote You

Write two versions, see which one the AI actually quotes.

Coming to the Build-LabBYOK AIMarketingmkt
The Demystify signature

the tool runs the learner's own writing through a real answer-engine call and shows, verbatim, whether it got cited or silently absorbed — the abstract fear of going uncredited becomes one visible before/after generation

How it works

What goes in, what comes out

What it does

Learner writes, or edits a seeded draft of, the same short article two ways — a vague-but-polished version and a version carrying one specific, checkable, dated claim. A live model is then asked an intent query and the tool shows whether each version gets cited or silently paraphrased.

You bring

write or edit both article versions; run the simulated answer-engine query against each

You get

the model's actual generated answer for both versions side by side, with direct citation highlighted in one and untraceable paraphrase in the other, plus a citation-worthiness score per paragraph

You control

topic/query seed (5 seeded scenarios); fixed default model; optional 'add a checkable claim' guided hint

Where it's used

live on the public GEO/SEO resource pages + Module 'Positioning Backed by Retrieval' L1 demo

classic SEO ranking signalsGEO / answer-engine citationcheckable claims vs vague paragraphsparaphrase without attribution

Concepts click when you open the machinery.

Three labs are already live and free — the same hands-on style this playground brings to its module.