AI Visibility Report

La Cantonada - Forn & Pastisseria

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
68
/ 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

La Cantonada - Forn & Pastisseria has clear public discoverability in Barcelona through its confirmed official website and a matching Uber Eats presence. The available evidence consistently identifies the business as a bakery and pastry shop at Carrer del dos de Maig, 314, with a broad dessert and pastry offering. The current public footprint is useful but incomplete for detailed business interpretation. The official site provides a machine-readable pastry catalogue with product descriptions and imagery, while Uber Eats provides a delivery ordering channel. Concrete opening hours and visible pricing were not found in the reviewed official content, and no public table-reservation route was confirmed for this exact business. The current score is 59/100, in the Limited Evidence band. The modeled Potential Score is 70/100, in the Developing band, based solely on Ground Truth Confidence increasing from 4/15 to 15/15 on the same existing digital footprint. This produces the supplied Modeled Verification Boost of +11; it does not represent an assumed improvement to the website, listings, menu, pricing, rankings, or other digital factors.

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

Official Website: La Cantonada - Forn & Pastisseria operates as a bakery and pastry shop in Barcelona, offering a wide range of desserts and breads with descriptive product pages. The site includes sections for products and services, and links to social media. It does not show a table-reservation interface on the main domain.

Business Identity & Location: Barcelona, Spain. Address: Carrer del dos de Maig, 314, 08025 Barcelona. Phone: +34 934 356 287. Official site and directory references align with this location.

Services: Bakery & Pastry items including mousses, cheesecakes, tarts, Carrot Cake, Sacher, Lemon Pie, Lindor-like confections, and various traditional pastries; some items indicate gluten-free options and seasonal variations.

Menu / Offerings Discoverability: Official pastry and bakery catalog page with multiple dessert offerings such as mousses, cheesecakes, and tarts; includes product descriptions and imagery but no explicit prices in the visible excerpts. Status: found. Freshness signal: current. Machine readability: strong. Public offerings source: https://fornlacantonada.com/productos/pasteleria/

Booking / Contact Information: No public table-reservation route was confirmed for this exact business.

Opening Information: No concrete opening hours or visit Rules found on the publicly accessible pages.

Pricing Information: No pricing readily visible on the official pages; pricing details are not exposed in the reviewed official content.

Owned Social Presence: Instagram is publicly linked; no other owned profiles were confirmed.

Google Business Profile: Not Checked

Apple Maps: Not Checked

Yelp: Not Checked

Ground Truth Status: Awaiting Verification. Public information has not yet been independently checked against current real-world conditions by GTV.

Public Sources Supporting This Analysis

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 official domain is confirmed as fornlacantonada.com and presents La Cantonada - Forn & Pastisseria as a bakery and pastry shop in Barcelona.
  • The business identity and location are consistently represented at Carrer del dos de Maig, 314, 08025 Barcelona, with the listed telephone number +34 934 356 287.
  • The official pastry catalogue is current-signalled and strongly machine-readable, with categories, product descriptions, and imagery covering items such as mousses, cheesecakes, tarts, Carrot Cake, Sacher, Lemon Pie, Lionesas, and traditional pastries.
  • Some listed products indicate gluten-free options and seasonal variations; the available evidence does not establish that every product is available at all times.
  • Uber Eats is shown as a delivery ordering channel with a menu available for the Barcelona area.
  • The public evidence supports a Bakery subcategory within Food & Beverage; it does not constitute Ground Truth Verification or independent confirmation of current real-world conditions.

Visibility Gaps

  • Ground Truth Verification is still pending, so the current evidence layer does not independently confirm the business's present identity, location, operating status, or other supplied real-world facts.
  • Concrete opening hours and visit rules were not found in the publicly accessible pages reviewed.
  • Pricing was not readily visible in the reviewed official pages, so the public footprint does not currently make price expectations clear.
  • No public table-reservation route was confirmed for this exact business. This is a visibility finding about reservations only and does not negate the separate delivery ordering evidence.
  • The official offerings catalogue makes the product range understandable, but the reviewed evidence does not establish ongoing availability for individual seasonal or listed products.

Key Opportunity

The primary opportunity is to strengthen the reliability of the evidence layer rather than to infer new services or alter the existing classification. Completing Ground Truth Verification would address the current 4/15 Ground Truth Confidence score by creating an independent, current, machine-readable record for the supplied business facts. Separately, maintaining clear official information about current hours, visit guidance, and applicable prices would make the existing public footprint more useful for detailed interpretation.

La Cantonada - Forn & Pastisseria

CURRENT STATUS
Awaiting Ground Truth Verification
Business category
CATEGORY
Food & Beverage
Location
ADDRESS
Carrer del dos de Maig, 314, Spain
Website
WEBSITE
Website
GOOGLE BUSINESS PROFILE
View Google Business Profile
GTV BUSINESS PAGE
View GTV Business Page
Report date
REPORT DATE
October 7, 2026
REPORT ID
GTV-BCN-08025-01573-R1

Score Breakdown

Business Identity
20
/ 20
Public Presence Signals
10
/ 20
Information Completeness
4
/ 20
Data Consistency
13
/ 15
AI-Readable Detail
8
/ 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.