AI Visibility Report

Demasie Princesa

How confidently AI can identify, understand, and describe this business based on currently available public information.

Current AI Visibility Confidence
Limited Evidence
59
/ 100

AI has limited reliable information available to identify, understand, and describe this business accurately.

Potential After GTV Verification
Developing
Up to
70
/ 100
+
11
potential confidence points

Ground Truth Verification could strengthen AI confidence by adding independently confirmed facts, professional 360º imagery, and structured business information.

Digital Presence
Limited Evidence
48
/ 100

Website, phone, email, reviews, and public profile presence

AI Readability
Developing
70
/ 100

Structured details, categories, hours, and machine-readable business information

Verified Facts
Limited Evidence
25
/ 100

Independently confirmed on-site features, entrance details, payment options, and other physical-world facts.

Executive Summary

Demasie Princesa is a bakery at Carrer de la Princesa, 28, with a confirmed official website and an operator-maintained store listing for this location. The reviewed site presents a brand-level range centred on cinnamon rolls, cookies and cakes. The current score is 59/100, in the Limited Evidence band. Public sources make the business identity, location and core offering understandable, while exact current branch-level details such as prices and inventory were not established in the reviewed material. These review limits do not prove that the information is unavailable. The Potential Score is 70/100, in the Developing band, with a Modeled Verification Boost of +11. This model changes only Ground Truth Confidence from 4/15 to 15/15 on the same existing digital footprint; it does not assume improvements to the website, content, freshness, listings, ordering, reservations or any other digital factor.

AI Web Discovery

A review of publicly discoverable information that helps customers, search engines, and AI systems identify and understand this business.

Discoverability
Clear

Public Evidence Snapshot

Identity and location: Demasie Princesa, Carrer de la Princesa, 28, 08003 Barcelona.

Website: https://cookiesdemasie.com/

Offerings: The operator describes rolls, cookies and cakes and explicitly lists the Princesa 28 store. This is a brand-level range; exact branch inventory, prices and hours were not established.

Services: Cinnamon rolls; cookies; cakes.

Reservations and contact: No table-reservation route was established in this review; this does not establish its absence.

Hours: Exact operator opening hours were not established in this review.

Prices: Exact current prices were not established in this review.

Customer information: The operator's store list includes Carrer de la Princesa 28; general enquiries: info@demasie.es.

Ordering: No exact ordering route was established in this review; this does not establish its absence.

Ground Truth status: Awaiting independent GTV on-site verification.

Public Sources Supporting This Analysis

Operator sources reviewed for this branch.

AI Web Discovery reflects publicly discoverable digital evidence. Ground Truth Verification is a separate evidence layer that independently confirms applicable real-world business conditions.

What AI Clearly Understands

  • The operator's official website is confirmed at https://cookiesdemasie.com/.
  • The operator's store list explicitly includes Carrer de la Princesa 28, supporting the location shown for Demasie Princesa.
  • The publicly presented brand range includes cinnamon rolls, cookies and cakes.
  • The offerings page has strong machine readability, although its freshness is undated and the range is described at brand level rather than as a confirmed branch inventory.
  • The operator provides the general enquiries email info@demasie.es.

Visibility Gaps

  • The public information has not yet been independently checked against current real-world conditions through Ground Truth Verification.

Key Opportunity

The strongest opportunity is evidence stewardship: keep the official brand and store information aligned with the current Princesa 28 offer, adding branch-specific facts only when confirmed by the operator. The larger confidence opportunity is Ground Truth Verification, which would create an independent current evidence layer without assuming any change to the existing digital footprint.

Demasie Princesa

CURRENT STATUS
Awaiting Ground Truth Verification
Business category
CATEGORY
Food & Beverage
Location
ADDRESS
Carrer de la Princesa, 28, Spain
GOOGLE BUSINESS PROFILE
View Google Business Profile
GTV BUSINESS PAGE
View GTV Business Page
Report date
REPORT DATE
November 2, 2026
REPORT ID
GTV-BCN-08003-01788-R1

Score Breakdown

Business Identity
20
/ 20
Public Presence Signals
10
/ 20
Information Completeness
6
/ 20
Data Consistency
12
/ 15
AI-Readable Detail
7
/ 10
Ground-Truth Confidence
4
/ 15
Total
59
/ 100

How GTV Verification Helps

GTV adds a trusted layer of independently verified physical-world facts that AI can rely on.

Independently confirmed features
Professional 360° imagery
Verified accessibility details
Confirmed payment methods
Dated verification record
AI-readable verified business facts
Quarterly reverification
Google Business Page refresh
Estimated GTV contribution:
+
11
confidence points
About this report

This report evaluates how clearly available public information can be understood by customers, search engines, and AI systems. Public listing information is not treated as independently verified unless it has been confirmed through a Ground Truth Verified on-site verification.