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Methodology & Limitations

How to interpret Ace Signal outputs without over-trusting them.

How The Public Map Works

The public map is a barangay-level synthesis layer. It combines normalized geographic, population, terrain, and infrastructure-related data into map lenses and public barangay profiles.

How Business Views Differ

Verified business access adds more sensitive and decision-oriented lenses such as competitive infrastructure context, carrier verification, speed evidence, and deployment-oriented synthesis.

What The Scores Mean

Scores are comparative heuristics, not official certifications. They help rank places against one another. They should be used with judgment, local knowledge, and field validation.

Main Limitations

Beta Disclosure

During beta, methodologies and weights may evolve as more users test the system and more source reconciliation work is completed.