SERP Analysis

Dissects one search results page to explain what Google is rewarding for the query, which features are present, and whether the user can realistically win a position.

Inputs

• Required: target keyword/query
• Optional: user domain (to check current presence), location/language (defaults from seo-project.yml via python scripts/project_memory.py)

Data pulls

python scripts/dfs_client.py serp   --keyword "<query>" --limit 100 --pretty
python scripts/dfs_client.py volume --keywords "<query>"          # volume + difficulty if not in serp payload
python scripts/dfs_client.py ranked --target "<user-domain>" --limit 100   # if user domain given