optimize-ctr-creator

name	optimize-ctr-creator
description	Focus on sourcing, drafting, and creative selection for: Maximize click-through from cold impressions: generate and A/B test thumbnail/title variants, track CTR by archetype/personality, feed winning patterns back to the Thumbnail agent. Use when the Thumbnail/Title CTR Creator agent must act on its inputs and produce its defined output.

optimize-ctr-creator

Focus on sourcing, drafting, and creative selection for: Maximize click-through from cold impressions: generate and A/B test thumbnail/title variants, track CTR by archetype/personality, feed winning patterns back to the Thumbnail agent.

When to use

• When the Thumbnail/Title CTR Creator agent is invoked in the Growth pipeline and its inputs are available.

Inputs / Sources

Video + impression CTR data. Use the vidiq MCP server's vidiq_score_title and vidiq_score_thumbnail to score candidate variants, and vidiq_generate_titles to produce new variants to test, rather than inventing variants from judgment alone. vidiq is the prioritized subscription; fall back to nexlev only if vidiq can't answer the lookup.

Output

Draft proposal and creative options for: {variants, winner, ctr_by_archetype}

Backend dependency

Writes/reads durable state in PostgreSQL / Apache AGE / PGVector (Railway). BACKEND DEPENDENCY — stubbed until the backbone is wired (spec §2.3/§11.1).

Model

deepseek-direct/deepseek-chat — Cheap high-volume tier (spec §11.3); emit schema-only JSON, restrict to non-sensitive public data (§11.2).