FF Brand Studio
SEO Atelier · 文案工坊

Bilingual listings, made on the bench

Feed a product name + category. The pipeline expands the seed via free autocomplete fan-out, clusters semantic themes, ranks them with DataForSEO, then drafts platform-specific copy through Sonnet 4.6 — gated by the 广告法 / Amazon ToS flagger and a deterministic compliance scorer.

Step 01 · 草稿

Brief the SEO bench

~2¢/surface · cap 50¢
Demo SKUs · 一键填充
Product name (EN)
Product name (ZH · optional)
Category · 品类
Platforms · 平台
hits /demo/seo-preview on ff-brand-studio-mcp.creatorain.workers.dev
Pipeline · 流水线

SEO sub-flow, end-to-end

01
expand_seed
Amazon + Google + Tmall autocomplete fan-out · free
02
cluster_keywords
OpenAI text-embedding-3-small + agglomerative · ~$0.001
03
research_keywords
DataForSEO Amazon related · top 12 reps · ~$0.05
04
generate_seo_description
Sonnet 4.6 · cached system prompt · per platform × language
05
score_seo_compliance
Deterministic · 广告法 / Amazon ToS flagger · regen ≤3 iters
Hard cap: 50¢ / SKU · degrades gracefully on missing keys