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mkt-autoresearch

Generate, score, and evolve conversion-focused content variants with simulated expert personas.

520|175|Updated Apr 8, 2026
Search Tags:#marketing#optimization#copywriting#landing-pages#variant-generation#autoresearch#expert-scoring
One-click install
npx skills add https://github.com/EvolutionAPI/evo-nexus --skill mkt-autoresearch
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mkt-autoresearch
Source: https://github.com/EvolutionAPI/evo-nexus/tree/main/.claude/skills/mkt-autoresearch
Command: npx skills add https://github.com/EvolutionAPI/evo-nexus --skill mkt-autoresearch

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Many teams ship marketing content without rapid, structured optimization and must wait for real-traffic A/B tests to learn what converts; this skill eliminates that delay by generating, scoring, and evolving dozens of variants with a simulated expert panel so you can reach high-confidence copy before launch.

Core Features & Use Cases

  • Iterative variant generation: produce 10+ variants per round for headlines, CTAs, body copy, and other elements.
  • Simulated 5-persona expert scoring: batch-score all variants in a single API call across CMO, skeptical founder, CRO expert, senior copywriter, and founder personas.
  • Evolution & cross-breeding: evolve top performers across rounds and combine winning elements into holistic page-level winners; outputs include an optimized file, experiments JSON, and a human-readable report.
  • Use case: pre-launch optimization of landing pages, email sequences, ad copy, or form pages to hit a simulated target score before running real-traffic validations.

Quick Start

Use the mkt-autoresearch skill to optimize a landing page file and generate the optimized content, experiments JSON, and an optimization report.

Frequently Asked Questions about mkt-autoresearch

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize landing page copy before running live A/B tests?▼

You can optimize landing page copy pre-launch by generating 10+ variants per round and batch-scoring them against a simulated expert panel across multiple evolution rounds until a target confidence threshold is reached.

What is simulated expert scoring for conversion copywriting?▼

Simulated expert scoring is a process where generated copy variants are evaluated in a single API call by five personas—CMO, skeptical founder, CRO expert, senior copywriter, and founder—to estimate conversion potential without real traffic.

How do I generate and evolve multiple ad copy variants automatically?▼

Generate and evolve ad copy variants by running configurable rounds of element-level generation, batch-scoring all outputs, and cross-breeding top performers into holistic page-level winners exported as JSON and markdown reports.

Can I use this approach to optimize email sequences and form pages, or only landing pages?▼

Yes, you can apply iterative variant generation and simulated expert scoring to email sequences and form pages as well as landing pages and ad copy to reach a target score before real-traffic validation.

What's the best way to batch score multiple marketing copy variants in a single API call?▼

The best way to batch score copy variants is to submit all generated elements in a single API call for multi-persona evaluation, satisfying requirements for batching and configurable scoring thresholds while outputting experiments JSON.

Why do I need to wait for real-traffic A/B tests and can I avoid that delay?▼

You can avoid waiting for real-traffic A/B tests by using simulated expert scoring and iterative cross-breeding to evolve dozens of copy variants to a high-confidence state before you launch and run live validation.

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