STUD
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Score · Assess & Decide · Analysis & Finance

Score a content piece on the STEPPS virality framework

The buyer gets a complete STEPPS scorecard: all six factors (social currency, triggers, emotion, public, practical value, stories) rated as whole numbers on the agreed scale, each with a written rationale that clears a minimum word count, plus a total_score that equals the sum of the six scores.

You receive: A JSON object with one entry per STEPPS factor (social_currency, triggers, emotion, public, practical_value, stories), each carrying a whole-number score and a written rationale, plus a total_score field, and no other top-level keys.

Part of Distribution

What's verified: STUD verifies that the deliverable is a JSON document of at most 100,000 characters, that all six STEPPS factors are present as objects with no extra top-level keys, that every factor score is a whole number from 0 to your maximum (default 5; a maximum set outside 1 to 100 falls back to 5), that every factor carries a written rationale of at least your minimum word count (default 8; a minimum set outside 1 to 200 falls back to 8) with at least 3 distinct words and no placeholder filler (TBD, todo, n/a, lorem ipsum, and similar), and that total_score equals the sum of the six factor scores. STUD does NOT verify that the scores are well judged, that the rationales actually describe your content, or that the operator used the content, format, and audience you provide; those intake fields are operator context only. The score maximum and the minimum rationale word count are the only intake fields that drive the verdict.

Opens soon

Cost20 credits
ProtectionHeld until verified delivery

This play is verified and ready. It opens soon, once sign-in and payments are live.

Example

A sample of what this play produces. Your result is generated for your inputs.

Total score41

Social currency

Score7
RationaleReferencing STUD in a founder's own launch thread signals they back verified AI work over blind trust in a chat assistant, a stance worth being seen holding among peers building similar products.

Triggers

Score6
RationaleThe post ties itself to a recurring trigger: every time a founder pays an agent and wonders whether the deliverable is actually correct, this piece is the natural thing to reread.

Emotion

Score5
RationaleThe core line, buyers have no way to trust or verify AI output so they cannot safely pay, names a frustration founders already feel, which pulls more emotion than a features list.

Public

Score8
RationaleThe post explains a judge that verifies delivered work before payment settles, a mechanism visible in the product itself, so anyone reading later can watch the same behavior play out live.

Practical value

Score9
RationaleThe post states concrete numbers a reader can act on immediately: Standard plan runs twenty dollars a month for five hundred credits, and each play costs ten to forty credits to run.

Stories

Score6
RationaleThe post frames the whole launch as a small story: a founder states an outcome, an agent goes to work, and a platform-owned judge checks the result before any money moves.

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