AI Visibility Report

Forn Boix

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

Current AI Visibility Confidence
Limited Evidence
44
/ 100

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

Potential After GTV Verification
Limited Evidence
Up to
55
/ 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
Limited Evidence
48
/ 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

Forn Boix has clear public discoverability as a bakery and obrador at Carrer de l'Hospital, 20, Barcelona, supported by multiple third-party references and a consistent phone number. The available footprint is sufficient for basic identity and location matching, but the official website could not be crawled during this review, so the business remains awaiting Ground Truth Verification. Reviewed public information makes the broad offer understandable: traditional bread and pastry products, sandwiches, takeaway food, and catering or event-breakfast services are described. A recent, machine-readable directory source provides useful offering detail, but no canonical menu or offering catalogue on the exact official domain was confirmed. Opening information and pricing were not found, and no public table-reservation route was identified. The current score is 44/100, in the Limited Evidence band. The modeled potential score is 55/100, also in the Limited Evidence band, based solely on Ground Truth Confidence increasing from 4/15 to 15/15 while keeping the same existing digital footprint unchanged. This produces the supplied Modeled Verification Boost of +11; it does not represent a forecast of ranking, SEO, website, listing, menu, booking, or freshness improvements.

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:

Business Identity & Location: Location confirmed as Carrer de l'Hospital 20, Barcelona, 08001, Spain; phone 9333028932; builds identity via multiple directory references.

Services:

Menu / Offerings Discoverability: Status: not_found. Freshness signal: uncertain. Machine readability: none. Public offerings source: Not confirmed

Booking / Contact Information: No public table-reservation route was found for this exact business in the sources accessed.

Opening Information:

Pricing Information:

Owned Social Presence: Instagram: https://www.instagram.com/fornboix; Facebook: https://www.facebook.com/FornBoix/photos/.

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.

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

  • Multiple third-party references associate Forn Boix with Carrer de l'Hospital, 20, Barcelona, 08001, and the phone number 933 02 89 32.
  • The business is publicly positioned as a traditional bakery and obrador in the El Raval area, with takeaway food associated with the operation.
  • Reviewed offering information describes bread, pastries, sandwiches, takeaway food, and catering or event-breakfast services.
  • The available offerings evidence is partial rather than a canonical official menu. Its recent directory source is described as strongly machine-readable, which helps systems interpret the broad categories without making the individual items Ground Truth Verified.
  • Forn Boix is publicly associated with fornboix.com, although the official domain was not successfully crawled in this review.

Visibility Gaps

  • The official website status is uncertain because its content was not successfully crawled during the discovery window.
  • No canonical menu or offering catalogue hosted on the exact official domain was confirmed. The available directory information communicates broad offering categories but does not establish a definitive, location-specific menu.
  • Opening information and pricing were not found in the reviewed sources, so public answers about when the business operates or what items cost may be limited.
  • No public table-reservation route was found for this exact business. This is specifically a reservation-visibility finding and does not rule out takeaway, ordering, catering, or other service arrangements.
  • Ground Truth Confidence is currently 4/15, meaning the public footprint has not yet been independently checked against current real-world business facts through the verification layer.

Key Opportunity

The clearest opportunity is to convert the existing identity and broad offering signals into a dependable evidence layer. Maintaining one crawlable source for current business facts, while completing Ground Truth Verification, would give AI systems a more coherent basis for interpreting Forn Boix without relying primarily on fragmented third-party references. Verification is the confidence-building priority; it does not by itself change the website, listings, menu detail, booking visibility, or rankings.

Forn Boix

CURRENT STATUS
Awaiting Ground Truth Verification
Business category
CATEGORY
Food & Beverage
Location
ADDRESS
Carrer de l'Hospital, 20, Spain
Website
WEBSITE
Website
GOOGLE BUSINESS PROFILE
View Google Business Profile
GTV BUSINESS PAGE
View GTV Business Page
Report date
REPORT DATE
October 5, 2026
REPORT ID
GTV-BCN-08001-01349-R1

Score Breakdown

Business Identity
12
/ 20
Public Presence Signals
8
/ 20
Information Completeness
4
/ 20
Data Consistency
9
/ 15
AI-Readable Detail
7
/ 10
Ground-Truth Confidence
4
/ 15
Total
44
/ 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.