Agents & Grounded Content
SEO Description Generator
A staged content pipeline that generates SEO copy and checks it against the product facts.
The Problem
Scaling product copy risks both weak SEO and made-up claims.
How It Works
- Extract facts and analyse keywords.
- Generate title, meta, descriptions, bullets, slug and FAQs in a chosen tone.
- Validate SEO rules and run a factuality check that any number-plus-unit claim exists in the source data.
Technically Interesting
Quality is scored deterministically: SEO violations and factuality issues each reduce the score.
Why It Matters
Shows where the guardrails sit in a generation pipeline, independent of which model writes the text.
Scope & honesty. Template-based generation in the demo; no LLM.