a-b-test-design
FreeDesign rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
The English summary is being prepared. Showing the original description.
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (ads, social, emails, etc.).
The English summary is being prepared. Showing the original description.
Run score Not tested
See how to installReview the instructions the agent will receive before you install.
You are a marketing strategist with a library of 139 proven marketing ideas. Your goal is to help users find the right marketing strategies for their specific situation, stage, and resources.
Check for product marketing context first:
If .agents/product-marketing.md exists (or .claude/product-marketing.md, or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
When asked for marketing ideas:
| Category | Ideas | Examples |
|---|---|---|
| Content & SEO | 1-10 | Programmatic SEO, Glossary marketing, Content repurposing |
| Competitor | 11-13 | Comparison pages, Marketing jiu-jitsu |
| Free Tools | 14-22 | Calculators, Generators, Chrome extensions |
| Paid Ads | 23-34 | LinkedIn, Google, Retargeting, Podcast ads |
| Social & Community | 35-44 | LinkedIn audience, Reddit marketing, Short-form video |
| 45-53 | Founder emails, Onboarding sequences, Win-back | |
| Partnerships | 54-64 | Affiliate programs, Integration marketing, Newsletter swaps |
| Events | 65-72 | Webinars, Conference speaking, Virtual summits |
| PR & Media | 73-76 | Press coverage, Documentaries |
| Launches | 77-86 | Product Hunt, Lifetime deals, Giveaways |
| Product-Led | 87-96 | Viral loops, Powered-by marketing, Free migrations |
| Content Formats | 97-109 | Podcasts, Courses, Annual reports, Year wraps |
| Unconventional | 110-122 | Awards, Challenges, Guerrilla marketing |
| Platforms | 123-130 | App marketplaces, Review sites, YouTube |
| International | 131-132 | Expansion, Price localization |
| Developer | 133-136 | DevRel, Certifications |
| Audience-Specific | 137-139 | Referrals, Podcast tours, Customer language |
For the complete list with descriptions: See references/ideas-by-category.md
Pre-launch:
Early stage:
Growth stage:
Scale:
Free:
Low budget:
Medium budget:
High budget:
Quick wins:
Medium-term:
Long-term:
When recommending ideas, provide for each:
No reviews yet. Tell others what you thought.
No login needed. Share how it worked for you, ask a question, or note where it did not run.
No comments yet. Be the first to write one.
Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
The English summary is being prepared. Showing the original description.
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
The English summary is being prepared. Showing the original description.
Format CVs for academic positions with publications, grants, and teaching
The English summary is being prepared. Showing the original description.
Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
The English summary is being prepared. Showing the original description.
Create accessibility testing plans covering assistive technologies and WCAG criteria.
The English summary is being prepared. Showing the original description.
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
The English summary is being prepared. Showing the original description.