Scattered product facts
Price, availability, identifiers and policies disagree or disappear between visible and structured content.
01 AI commerce intelligence for European stores
Make your catalogue legible to the AI economy.
Find the product-data, discoverability and trust gaps that make your catalogue harder for machines — and buyers — to understand, compare and recommend.
5readiness dimensions
URL-levelevidence trail
30 daysexecution roadmap
€299one-off full audit
02 The visibility gap
A polished storefront can still be invisible to machines.
AI systems need more than attractive pages. They need consistent entities, explicit product facts and verifiable commercial context. Veydoit exposes the gap between what people see and what machines can reliably interpret.
Weak comparison context
Attributes, use cases and differentiators are too vague for reliable product matching and comparison.
Hidden trust signals
Seller identity, shipping and returns may exist for buyers but remain difficult to verify systematically.
03 Diagnostic system
Five evidence-backed lenses.
One clear action plan.
Discoverability
Structured data, canonicals, crawlability, indexing and sitemaps.
TECHNICAL ACCESSProduct data
Titles, brand, SKU, GTIN/EAN, price, currency, stock, images and variants.
ENTITY QUALITYAI readability
Semantic clarity, attributes, use cases, differentiators and consistency.
INTERPRETABILITYCommerce readiness
Readable offers, checkout discovery, seller identity and buyer safeguards.
TRANSACTION SIGNALTrust & evidence
Every material finding tied to a sampled URL and an explicit evidence label.
DECISION CONFIDENCE04 From signal to intervention
Every finding explains what, why and how.
FD-01
Product identifiers are incomplete
- Evidence observed
- No GTIN/EAN was detected in visible or structured product data on the sampled product page.
- Business relevance
- Missing identifiers make entity matching, product comparison and reliable offer consolidation harder.
- Recommended intervention
- Add one authoritative GTIN per eligible variant and keep visible content, feeds and JSON-LD values aligned.
IMPACTHighEFFORTLowOWNERCatalogue / Dev
VEYDOITAI COMMERCE
READINESS AUDIT
CONFIDENTIAL CLIENT REPORT
Your Store
Evidence-led diagnostic / 202605 Your decision document
Not a score dump.
A professional execution brief.
The full audit is structured to travel from leadership to implementation: an executive view for decision-makers, an evidence register for specialists and a sequenced roadmap for delivery teams.
- 01Executive briefScope, headline risk and opportunity
- 02ScorecardFive dimensions with interpretation
- 03Detailed findingsEvidence, relevance and exact intervention
- 04Implementation roadmapPriorities, owners, effort and 30-day sequence
- 05Methodology appendixSources, limits and evidence labels
06 Start with evidence
A low-friction diagnostic.
A complete implementation map.
FREE AI COMMERCE CHECK
€0
- Preliminary overall score
- Three priority signals
- Opportunity preview
- Read-only public scan
COMPLETE AUDIT
FULL READINESS AUDIT
€299 one-off
- Five complete sub-scores
- URL-level evidence register
- Prioritized fixes and effort
- 30-day implementation roadmap
- Professional HTML + PDF report
07 Methodology & limits
Clear about what we observe — and what we infer.
FACTPublic HTML, structured data, robots and sitemap signals are collected read-only.
OBSERVATIONDeterministic checks assess completeness, consistency and machine readability.
INFERENCEAI interpretation remains constrained to the collected evidence.
LIMITWe do not reproduce proprietary algorithms. No ranking, recommendation, traffic or revenue is guaranteed.
08 Frequently asked
Do you need store access?+
No. The audit reads only publicly accessible pages and does not log in, submit forms or buy products.
Is this legal, SEO or platform advice?+
No. It is an independent technical readiness review. Validate changes with your specialists and platforms.
When is the full report delivered?+
The target is within 60 minutes after valid inputs and confirmed payment. Unreachable or blocked sites may require manual handling.
What data do you keep?+
We process the submitted URL, email, payment references and generated report. See Privacy for retention and deletion details.
ONE SIGNAL. ONE CLEAR ACTION.