Azịza collects public comments from your social pages, removes all personal identifiers, and produces a ranked product roadmap — entirely on your own server. No follower data leaves your machine.
Link your Facebook pages via the official Meta Graph API. For public URLs not covered by the API, Azịza checks robots.txt before a single request fires.
Before any text is stored, a local NLP pipeline (Presidio → spaCy → regex) masks every name, email, and phone number. No raw follower data is ever saved.
Each comment is tagged: Support Issue, Feature Request, Positive Praise, or General Inquiry. Pain-point keywords trigger a High Priority flag automatically.
Every run produces a daily_digest.md — top frustrations ranked by frequency, the most-requested feature, and a 0–100 sentiment score.
Your Meta token is Fernet-encrypted at rest. Never logged, never transmitted in a query string.
Playwright only runs on paths that are explicitly permitted. A disallow halts the run cleanly.
Random sleep variance between every request. Servers are never hammered.
Classification and PII masking run on your machine. No comment text is sent to an external AI API.
Every run logs source, volume, robots.txt status, and PII engine to an append-only JSONL file.
Clean storage with timestamp, masked text, category, pain-point flag, and source URL.
Classification, pain-point detection, and sentiment scoring all run locally via spaCy or TextBlob. No comment is sent to an external AI API. Ever.
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