Pulse

Research, methodology notes and data releases.

Pulse is where EmlakIQ publishes its editorial output: analysis grounded in our data infrastructure, methodology updates, coverage expansions and market intelligence.

Content types

What Pulse publishes.

Data release

New source integrations, coverage expansions and field additions — with methodology notes on what changed and why.

Market brief

District or city-level market reads backed by our data: listing velocity, supply pipeline, zoning activity and macro alignment.

Methodology

Deep dives into normalization decisions, evidence contract updates, source conflict resolution and pipeline changes.

AI transparency

How machine learning is and is not used in EmlakIQ outputs. What is deterministic, what is model-assisted, and how each is labeled.

Coverage report

Quarterly coverage state: supported geographies, partial fields, known gaps and the roadmap for expansion.

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