CPY-001
Hard constraint
layer: document
Start from market awareness
IF writing persuasive copy, THEN classify the audience as unaware, problem-aware, solution-aware, product-aware, or most-aware before choosing the message ELSE request research.
Why the rule exists
The same claim lands differently depending on what the reader already knows and believes.
Condition
The rule fires when this evaluates true. Paths marked below must be present in the fact base; the engine reports the rest rather than guessing them.
- context.purpose in [persuade, sell]
Facts this rule reads
| Path | Source |
|---|---|
context.purpose |
You supply it |
Then
- classify — target
audience.awareness
Else
- retain — target
current_text, No triggering condition is present.
LAKA
- Smallest sufficient intervention
- Yes
- Primary axes
Sources
-
Breakthrough Advertising — Eugene M. Schwartz
Market awareness, sophistication, desire, and message strategy. -
The Copywriter's Handbook — Robert W. Bly
Benefits, headlines, offers, direct response, and business copy.
The raw rule record
Verbatim from 16-copywriting-rules.json. Also available at /v1/rules/CPY-001.
{
"id": "CPY-001",
"name": "Start from market awareness",
"domain": "copywriting",
"layer": "document",
"strength": "hard_constraint",
"human_logic": "IF writing persuasive copy, THEN classify the audience as unaware, problem-aware, solution-aware, product-aware, or most-aware before choosing the message ELSE request research.",
"when": {
"path": "context.purpose",
"operator": "in",
"value": [
"persuade",
"sell"
]
},
"then": [
{
"action": "classify",
"target": "audience.awareness",
"states": [
"unaware",
"problem_aware",
"solution_aware",
"product_aware",
"most_aware"
]
}
],
"else": [
{
"action": "retain",
"target": "current_text",
"reason": "No triggering condition is present."
}
],
"unless": [],
"because": "The same claim lands differently depending on what the reader already knows and believes.",
"diagnostics": [],
"examples": {},
"source_ids": [
"BK-030",
"BK-032"
],
"laka": {
"smallest_sufficient_intervention": true,
"primary_axes": [
"scope",
"depth",
"magnitude",
"reversibility"
]
}
}
Other copywriting rules
- CPY-002 Match lead to awareness and evidence IF awareness is known, THEN select a lead type that bridges the reader’s current state to the offer ELSE do not default to a hype lead. Context default
- CPY-003 Headline makes one credible promise IF a headline is used, THEN make its audience relevance, benefit or curiosity, and credible scope legible ELSE revise. Hard constraint
- CPY-004 Mechanism explains the promise IF the promise is unfamiliar, counterintuitive, or in a sophisticated market, THEN explain why and how the offer produces the result ELSE keep the mechanism concise. Context default
- CPY-005 Translate feature into buyer outcome IF copy names a feature, THEN connect it to functional benefit, practical outcome, and relevant emotional meaning when supported ELSE remove the feature. Context default
- CPY-006 Specificity earns credibility IF a claim uses generic superiority language AND verifiable specifics exist, THEN replace the generic phrase with the relevant specific ELSE qualify or remove it. Heuristic
- CPY-007 Proof appears after or near the claim IF a material sales claim is made, THEN attach the strongest appropriate proof close to it ELSE weaken or remove the claim. Hard constraint
- CPY-008 Testimonial is real, typicality-aware, and specific IF a testimonial is used, THEN verify identity permission, authenticity, result context, and any required typicality disclosure ELSE remove it. Hard constraint
- CPY-009 Objection response names the real risk IF research shows a recurring material objection, THEN acknowledge it, answer with proof or terms, and preserve any legitimate limitation ELSE do not invent objections. Context default