Authority Product
Automation Benchmark Report
A workflow readiness benchmark that helps operators rank automation opportunities by source-of-truth clarity, owner coverage, tool fit, and KPI value.
Authority question
Primary question: Which real estate workflows are most ready for automation, and what people, tools, and KPIs define readiness?
Product blueprint
What this authority product is for
Choose the first automation workflow without overbuilding.
Identify owner, tool, KPI, and QA gaps before implementation.
Connect automation opportunities to AI use cases only after process readiness is clear.
Current local evidence
Data Coverage Snapshot
These values are computed from current local directory records. They are inputs for a future report, not a finished benchmark methodology.
Automation workflows
5
Current local automation records.
Automation vendors
2
Vendor records in the automation category.
KPI signals
21
Unique KPI signals across automation records.
AI upgrade paths
5
Automation records with AI opportunity fields.
Readiness gates
What can be trusted today
Directory evidence
needs evidence4 of 5 source directories have local records.
Metric model
local ready4 local evidence metrics are computed from current records.
Evidence signals
local ready12 distinct signals are available for editorial framing.
Source-backed methodology
needs evidenceMore workflow inventory
Benchmark or publication proof
futureRequires Supabase history, survey/intake data, source evidence, and publication review.
1Workflow readiness scorecard
2Common tool dependencies
3Implementation effort by workflow
4KPI and owner coverage
5Automation-to-AI upgrade paths
More workflow inventory
Operator maturity intake data
Implementation effort evidence
Benchmark cohort definitions
Source coverage
Directory lanes feeding this product
Evidence signals