qualified businesses, at minimum, in the current filtered intake
Barcelona 01 · Research preview
Eixample beauty and salons,
the baseline starts here.
An honest first view of current coverage, what is ready to measure, and what must still be validated before findings are published.
Pre-release datasetBarcelona 01
Starting area
Category focus
Initial expansion goal
Current intake600+Minimum goal3,000
The current intake represents at least 20% of the initial minimum goal. This measures onboarding coverage—not Index performance.
What this view means
Readiness, not a premature ranking.
We are not yet showing average scores, platform percentages, or rankings. Those figures will appear only after the dataset is frozen, fields are validated, and the documented methodology is applied.
Measurement readiness
All five dimensions already have a place in the system.
Completeness
How much useful business information is present across the sources customers and machines depend on.
Method definedAwaiting validated inputs
Freshness
How recently essential facts were checked, updated, or verified against current business reality.
Method definedAwaiting validated inputs
Consistency
How closely names, locations, contact details, categories, and other facts agree across platforms.
Method definedAwaiting validated inputs
AI visibility
How clearly a business can be discovered, understood, and represented by AI and search systems.
Method definedAwaiting validated inputs
Verification
Which facts are evidence-backed, which are public-source observations, and which remain inferred.
Method definedAwaiting validated inputs
Zero-additional-cost data architecture
Only public-safe aggregates reach the site.
Private fields, Maven operations data, and restricted Google-derived signals are not published. The site receives only totals and comparisons approved for public use.
- 01Business_Master
- 02Safe public export
- 03Quality check + version
- 04Index charts
Before the first release
- 01Freeze the included-business dataset
- 02Validate categories and geography
- 03Calculate scores under a recorded version
- 04Review minimum peer-group sizes
- 05Publish findings in English and Spanish
What these figures do not claim
- They do not yet represent every Barcelona business.
- They do not compare business quality or popularity.
- They are not a best-and-worst ranking.
- They do not turn observed information into verified facts.