Nemotron-Instagram Persona Analyzer

Create personas by combining Nemotron statistical selection with Instagram data validation via Apify API. The Skill automatically retrieves posts and profiles to enrich 3-10 candidate personas per target, then scores each on a 100-point trust scale, delivering data-backed profiles ready for campaigns or product research without manual research.

Yes. The Skill automates end-to-end persona creation: selects from 1M+ Nemotron personas, generates keywords in Japanese and English, retrieves real Instagram data via Apify, fuses the datasets with consistency checks, and outputs Markdown reports with reliability scores.

Personas integrate statistical Nemotron selection with real-world Instagram validation, eliminating subjective bias. Each persona receives a 100-point trust score reflecting data quality and confidence, ensuring marketing campaigns and recruitment decisions rest on validated insights rather than assumptions.

Yes. The Skill requires the Apify API for Instagram post and profile retrieval. Set the APIFY_API_TOKEN environment variable before running. Dependencies include datasets, requests, and python-dotenv for credential management.

The Skill generates 3-10 candidate personas per target, with each receiving Instagram validation and trust scoring. The range supports both focused analysis and exploratory persona mapping for different audience segments.

Workflow: select Nemotron personas, compose keywords (70% Japanese, 30% English), retrieve Instagram posts and profiles via Apify, validate and fuse data with consistency checks, assign trust scores, and generate a Markdown report—all in Python with automated orchestration.