a-b-test-design
FreeDesign rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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Strategic SEO planning for new or existing websites. Industry-specific templates, competitive analysis, content strategy, and implementation roadmap. Use when user says "SEO plan", "SEO strategy", "SEO planning", "content strategy", "keyword strategy", "content calendar", "site architecture", or "SEO roadmap".
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assets/ directoryLoad from assets/ directory:
saas.md: SaaS/software companieslocal-service.md: Local service businessesecommerce.md: E-commerce storespublisher.md: Content publishers/mediaagency.md: Agencies and consultanciesgeneric.md: General business templateSEO-STRATEGY.md: Complete strategic planCOMPETITOR-ANALYSIS.md: Competitive insightsCONTENT-CALENDAR.md: Content roadmapIMPLEMENTATION-ROADMAP.md: Phased action planSITE-STRUCTURE.md: URL hierarchy and architecture| Metric | Baseline | 3 Month | 6 Month | 12 Month |
|---|---|---|---|---|
| Organic Traffic | ... | ... | ... | ... |
| Keyword Rankings | ... | ... | ... | ... |
| Domain Authority | ... | ... | ... | ... |
| Indexed Pages | ... | ... | ... | ... |
| Core Web Vitals | ... | ... | ... | ... |
If DataForSEO MCP tools are available, use dataforseo_labs_google_competitors_domain and dataforseo_labs_google_domain_intersection for real competitive intelligence, dataforseo_labs_bulk_traffic_estimation for traffic estimates, kw_data_google_ads_search_volume and dataforseo_labs_bulk_keyword_difficulty for keyword research, and business_data_business_listings_search for local business data.
| Scenario | Action |
|---|---|
| Unrecognized business type | Fall back to generic.md template. Inform user that no industry-specific template was found and proceed with the general business template. |
| No website URL provided | Proceed with new-site planning mode. Skip current site assessment and competitive gap analysis that require a live URL. |
| Industry template not found | Check assets/ directory for available templates. If the requested template file is missing, use generic.md and note the missing template in output. |
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Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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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.
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Format CVs for academic positions with publications, grants, and teaching
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Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
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Create accessibility testing plans covering assistive technologies and WCAG criteria.
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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.