Advanced Campaign Scoring & Recommendation App (v3)

Uses VADER, Groq (Llama 3), and OpenAI (GPT-4o mini). Reads API keys from environment variables (e.g., HF Secrets).

Note: Scoring is now performed per selected demographic, which may take longer.

Note: Uses Llama 3 models via Groq API.

1. Campaign Input

Campaign Title

Campaign Description

Insight Type

Target Demographics (Select one or more)

All Demographics Hispanic/Latinx Female African-American/Black Female African-American/Black Male Asian-American/Asian Male Caucasian/White Male Hispanic/Latinx Male Asian-American/Asian Female Caucasian/White Female LGBTQ+ People with Disabilities Seniors (65+) Gen Z (18-24)

Campaign Details / Script / Description

2. Analysis & Recommendations

VADER Compound Score

Detailed Scores (Llama per Demographic)

Scoring Errors

Improvement Recommendations (incl. Numerical ROI)

Recommendation Errors

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