How confidently AI can identify, understand, and describe this business based on currently available public information.
AI has limited reliable information available to identify, understand, and describe this business accurately.
Ground Truth Verification could strengthen AI confidence by adding independently confirmed facts, professional 360º imagery, and structured business information.
Website, phone, email, reviews, and public profile presence
Structured details, categories, hours, and machine-readable business information
Independently confirmed on-site features, entrance details, payment options, and other physical-world facts.
A review of publicly discoverable information that helps customers, search engines, and AI systems identify and understand this business.
Official Website: Boldú’s official site showcases product categories (Boldú foods, Bolduman, catering, and store pickup options) with a Barcelona store locator and city-based ordering prompts; no public table-reservation CTA is visible on the main site.
Business Identity & Location: Exact business identity aligns to Boldú Gràcia at Carrer Gran de Gràcia, 132, Barcelona, with phone 932 388 471, listed on the official Boldu site and Stores page.
Services: Menu-like offerings are shown through official menu content and PDFs (e.g., vegan list PDF) and a retail-like online store flow for Boldú products and catering.
Menu / Offerings Discoverability: Official public offerings include a vegan list PDF and other menu-related content accessible via the boldu.es site; the PDF outlines vegan items and other product categories but is not a live, fully navigable menu page. Status: found. Freshness signal: recent. Machine readability: weak. Public offerings source: https://boldu.es/wp-content/uploads/2024/04/boldu_661a3d15199ab.pdf
Booking / Contact Information: No public table-reservation route was confirmed.
Opening Information: Boldú site shows store hours context on the Stores page (examples: 7h-21h for Gràcia stores, with varying weekend hours), and Boldú a casa collection/logistics for delivery/pickup.
Pricing Information: No explicit current menu prices are shown on the official site within accessible pages; pricing is inferred from product pages and PDFs where available but not presented as a live price list.
Owned Social Presence: No exact owned social profiles confirmed in this discovery.
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.
Representative sources for Boldú Gràcia public discovery.
AI Web Discovery reflects publicly discoverable digital evidence. Ground Truth Verification is a separate evidence layer that independently confirms applicable real-world business conditions.
Keep the official Gràcia store page aligned with the stated address and the currently published Monday–Saturday hours. If Sunday hours or operating conditions change, update the relevant official information so that the public footprint continues to represent the location accurately.
Keep the official catering and menu materials aligned with the offer currently associated with Boldú Gràcia, including bakery and café categories, beverages, vegan options, catering and supported pickup or delivery routes. Where prices or item availability are intended to be communicated, ensure the applicable menu material presents them clearly and consistently.
Complete Ground Truth Verification to create an independent, current and machine-readable evidence layer for real-world business facts that are actually confirmed, such as identity, location, operating status and other supplied facts. This strengthens the evidence available to AI systems when interpreting the business and can support more accurate and confident answers and recommendations. In the deterministic model, the modeled improvement comes only from Ground Truth Confidence increasing from 4/15 to 15/15 on the same existing digital footprint, producing the supplied Potential Score of 74/100 and a +11 Modeled Verification Boost. Verification does not by itself change rankings, SEO, listings, freshness, website quality, booking visibility or any other digital factor, and it does not guarantee inclusion, citation or recommendation by any AI system.
The primary confidence opportunity is to convert a strong but unverified public footprint into an independently supported evidence layer. Ground Truth Verification would address the central limitation reflected in the current 4/15 Ground Truth Confidence score, while the existing website and public menu materials already provide substantial context about the location and offer.
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.