Turn public ad research into original creative concepts
Monitor a competitor’s public ads and prepare new concepts for your own product and design team.
How this works
Monitor a competitor’s public ads and prepare new concepts for your own product and design team. A concept studio should turn observed competitor approaches into original experiments for your own offer. Visible ad duration, repetition, and engagement are research clues, not proof that a competitor's concept converts or that copying it will work.
Collect public ads, describe their underlying communication mechanisms, and select a few patterns relevant to the brand. Develop distinct scripts and mockups using approved product facts. Keep the research evidence separate from the creative assets intended for publication.
Before you start
Product message
Choose the offer and audience problem the new concept must explain.
Competitor sample
Use permitted current ad-library material with dates.
Design constraints
Provide brand rules, available assets, and production limits.
Prepare the inputs
- ad_examples
- Required
Public records and media
Record what was actually viewed.
- own_product_facts
- Required
Approved claims
Do not import competitor capabilities.
- concept_criteria
- Required
Audience and communication goals
Define relevance beyond popularity.
- brand_assets
- Required
Approved references
Keep exact marks and product details.
- production_scope
- Required
Formats and resources
State what can be prototyped now.
Implementation, step by step
Collect a bounded sample
- Record current examples and their visible dates.
- Group related variants without treating every version as an independent concept.
Checkpoint: A dated research set.
Describe mechanisms
- Identify hooks, proof, narrative sequence, visual devices, and calls to action.
- Separate observable structure from assumptions about targeting or performance.
Checkpoint: A pattern map.
Select transferable ideas
- Compare patterns with the actual product, audience, and production capacity.
- Reject concepts whose persuasive force depends on a claim the product cannot support.
Checkpoint: A justified shortlist.
Create original concepts
- Write new scenarios, copy, and visual directions using the team's own examples.
- Preserve the abstract mechanism without copying distinctive script or artwork.
Checkpoint: Distinct concept briefs.
Build reviewable mockups
- Use available design tools to create rough assets that make the idea concrete.
- Label placeholders and avoid presenting mockups as final production files.
Checkpoint: A creative review set.
Prepare the next test
- State what each concept would test and which evidence would be useful.
- Let the designer and media owner choose the production and experiment scope.
Checkpoint: A bounded test handoff.
Decisions along the way
A pattern relies on a competitor-specific feature
Choose another mechanism or use an honest own-product example.
Only a thumbnail is visible
Limit analysis to observed elements.
Two concepts are cosmetically different
Redesign one around a different message or proof mechanism.
What you will produce
ad-concept-briefs.md
MarkdownGuides original creative development.
Include: concept_id · mechanism · audience · message · proof · visual_direction · test
concept-mockups
Editable or image filesMakes review concrete.
Include: concept_id · version · placeholder_notes · status
Check the result
- Verify research descriptions against the original ads.
- Check all product claims against approved facts.
- Inspect originality of script and visual execution.
- Keep performance assumptions out of factual concept descriptions.
When something goes wrong
Mockup copies source composition too closely
Rework the expression around the underlying principle.
Generated product imagery is inaccurate
Replace it with approved assets.
The concept lacks a testable purpose
Return to the audience question before further production.
A worked example
SYNTHETIC EXAMPLE · NOT A REPORTED BUSINESS RESULT
Request
Develop original concepts from public software ads.
Inputs
Synthetic example. Synthetic competitor examples use a checklist reveal and a customer quote. Your product has no approved testimonial.
Expected result
Synthetic expected result. Create an original checklist demonstration and a product walkthrough alternative. Do not invent a customer quote to imitate the second ad.
Run a small pilot
Start small
A small source set and a few distinct mockups.
Record the baseline
Record concept-review effort and rejection reasons.
Agree success criteria
Agree originality, factual accuracy, and testability before production.
Stop or revise
Stop a concept when its central proof cannot be supported.
Keep the scope clear
- Research access does not grant rights to reuse competitor assets.
- Concept preparation does not authorize publishing or buying traffic.
Check before using
Long running time is only a proxy; check originality, branding, and claims before testing.
Business activities
- Run advertising and acquisition tests
FROM A RECIPE TO YOUR WORKFLOW
Bring the company context together.
This workflow needs reliable inputs before it needs a better prompt. Moat8 Vault brings working information into a readable archive for the AI tools you use.
For this recipe: Competitor ad pages · Brand and product brief · Selection criteria
Start with one recurring task, agree which sources to use, and review the first result with your team.
Discuss this workflow