Article SEO + GEO Review

Review one article — a local Markdown draft or a published URL — for classic search optimisation (SEO) and generative engine optimisation (GEO: being retrieved, quoted, and cited by AI Overviews, Google AI Mode, ChatGPT, and Perplexity). Every number comes from AIsa APIs; the LLM only interprets. Pipeline:

Keyword → SERP → Competitor → Content gap → SEO audit → GEO audit → Rewrite suggestions → Scorecard

Output: a Markdown scorecard (SEO 0-100, GEO 0-100, grade A-F, per-check evidence, prioritised rewrites, spend) and a JSON file with all raw evidence.

Requirements

Set an AIsa API key:

export AISA_API_KEY="your-aisa-api-key"

The script also reads AISA_API_KEY=... from ~/.aisa/credentials. Never print, log, or commit API keys. If the key is missing, ask the user to set AISA_API_KEY.

Compatibility