Research Pipeline
Multi-agent research pipeline for funnel optimization. Click any agent to view its skill definition and outputs.
Pipeline Flow
Agents
Competitor Discovery
Discovers 8-12 companies with best-converting ad funnels across Facebook and Google Ads channels, covering quiz-based, interactive, and health/SaaS verticals.
Ad Landing Pages
Finds Facebook ads, Google Search ads, and landing page URLs for each competitor. Captures ad creative screenshots.
Funnel Flows
Deep funnel flow analysis with step-by-step screenshots across desktop, mobile, Facebook in-app browser, and Google Ads viewports.
Twofold Research
Researches Twofold's product, user sentiment, and current onboarding flow. Independent from other agents.
Flow Walkthrough
Walks through Twofold's current signup/onboarding funnel with screenshots and expert UI/UX review.
Team Feedback
Evaluates team feedback for validity and relevance, then produces curated per-agent feedback that target agents consume as input.
Funnel Specs
Synthesizes all research from Agents 1-4 into 5 meaningfully different funnel approach specifications, each with a Google Ads Addendum.
Expansion Researcher
Extends the competitor pool by researching additional companies in batches, running Agents 1-3 for each batch.
Expansion Consolidator
Merges batch expansion research results into the main Agent 1/2/3 output directories.
Variant Prototyper
Creates UI prototypes for each variant from the iteration plan. Generates 3 distinct visual versions per variant.