How We Calculate the BFI Score
With Indians spending significant amounts on international tourism, where we travel matters. The Bharat Friends Index is a dynamic metric designed to quantify the depth of friendship between nations and India, nudging us to direct our spending toward countries that truly respect and welcome us.
Automated Truth, Expert Vetted
The Bharat Friends Index is proudly a product of AksLabs AI, developed in collaboration with our Knowledge Partner, FLAME University. Together, we aim to bring clarity and intelligence to bilateral relations and travel planning.
We recognize that explicit human biases can be problematic, often skewed by ideological reasons or subjective viewpoints. That is why our core methodology is deeply automated and rooted in grounded, data-driven truth. By leveraging advanced AI to analyze trade volumes, UN voting records, and live sentiment, we eliminate manual prejudice from the scoring process.
However, raw data without context can sometimes be misleading. To ensure absolute reliability, subject matter experts from FLAME University have rigorously vetted the datasets and algorithmic outputs for plausibility. This unique synthesis of machine objectivity and human expertise ensures that the BFI remains a trusted, transparent, and authoritative resource for the modern Indian traveler.
The Algorithm
Our proprietary algorithm aggregates data from 7 key pillars. Weights are calibrated to prioritize strategic alignment and citizen welfare.
- Real-time Data: Scores update automatically based on latest news and UN votes.
- Analysis: We use advanced LLMs to interpret complex sentiment and policy nuances sourced from social media and news sources with expert validation.
- Penalty System: Countries that undermine India's territorial integrity face severe score penalties, regardless of other metrics.
Current Algorithmic Weights Distribution
The 7 Pillars of Friendship
Bonus Considerations
Information Only Metrics
Besides the core BFI score, we also analyze qualitative factors to help travelers. These do not currently impact the ranking but provide vital context.
Estimates total trip cost including flights and daily expenses.
AI analysis of vegetarian food availability and cultural acceptance.