Resource
Compare Two Versions of a Prompt
See exactly what changed between v1 and v2 of a prompt — added, removed, and modified instructions, plus whether the revision reduced or introduced risk.
Revising a Marketing Prompt: v1 to v2
A worked marketing prompt revision — from adjective soup to offer-driven — with the diff showing exactly which changes carry the improvement.
Overview
Marketing prompts usually start as adjective collections ('engaging', 'compelling', 'high quality') and improve by replacing adjectives with decisions: who it's for, what the offer is, what the reader does next. This resource walks that revision as a diff, which makes the improvement mechanical instead of mystical — you can see each vague term leave, each control instruction arrive, and the risk panel confirm the trade was clean. Useful as a template for revising your own campaign prompts the same way.
How to use this resource
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Diff the loaded revision
Watch the vague terms ('compelling', 'exciting', 'high quality') land in removed/modified, and audience, offer, CTA, and length arrive as additions.
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Read the risk panel
Ambiguity down, output control up — the two deltas that predict less generic copy.
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Reuse the pattern
Paste your own campaign prompt as Version A, revise with the same moves, and diff until the panel shows the same two deltas.
Why This Works
- Adjectives delegate decisions to the model; the revision takes them back explicitly
- Diffing the revision proves the improvement is structural, not just nicer wording
- The pattern transfers: pain, offer, one CTA, length cap works across campaign formats
Best for
- Marketing teams reusing prompts across campaigns
- Copy prompts that produce generic-sounding output
- Anyone revising a prompt that 'works but sounds like everyone'
Not for
- Scoring two campaign prompt alternatives head-to-head — that's the Prompt Comparator
- Cleaning repetition out of a bloated brief — that's the Prompt Cleaner
Use cases
- Revising campaign prompts from adjective-driven to offer-driven
- Showing a marketing teammate what 'more specific' concretely means
- Verifying a copy prompt revision removed vagueness instead of adding it
FAQ
What specifically changes when a marketing prompt goes from v1 to v2 here?
Adjectives leave and decisions arrive. In the loaded pair, "compelling," "exciting," and "high quality" from v1 give way to a named audience (PMs at companies without ML engineers), the offer (a build-vs-buy framework), one CTA ("Save your seat" with date and time), and a "Under 120 words" cap. The version-diff tool shows the swap side by side; you then run the revised v2 in your own assistant.
How do I confirm my own prompt revision actually improved things?
Read the diff's risk panel for two deltas — ambiguity down, output control up — which predict less generic copy. Paste your campaign prompt as Version A, revise it with the same moves (lead with pain, add the offer, one CTA, length cap), and diff until the panel shows those two shifts. The diff proves the change is structural, not just nicer wording; the copy still runs in your assistant.
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Prompt Version Diff
Diff two versions of the same prompt — added, removed, and modified instructions, plus risk changes.