Snapshot
Continue to About ↓- What it does
- Claro is software that sits above a company's ERP, PIM or commerce stack and turns messy supplier inputs — PDFs, spreadsheets and EDI feeds — into matched, classified and enriched product records with a source and confidence score attached.
More detail
- It continuously re-runs matching and validation as new supplier files arrive, and writes trusted records back into the systems teams already use.
- Best for
- Distributors, industrial manufacturers, spare-parts and aftermarket businesses, purchasing groups, and marketplaces that need to onboard supplier feeds, resolve product identity, classify items in ETIM, eCl@ss or UNSPSC, deduplicate listings and reconcile invoices against agreed price lists.
More detail
- Also fits platforms wanting matching and validation embedded via API.
- Pricing
- Core Claro pricing is not published: there is no rate card, tier price, minimum or overage rate disclosed for pilots, continuous operations or embedded/API deployments.
More detail
- The site says pricing is scoped around workflow, catalog complexity, data volume, connected systems and deployment model, quoted pe
- Main limitation
- Teams looking to replace or migrate away from their ERP or PIM, or expecting a flat-rate, purely self-serve plug-in tool — core Claro is scoped and quoted per engagement.
More detail
- It also does not replace a PIM's storage and publishing function.
- Record
- Living and monitored
- Reviewed
- Evidence
- Public web research
- Machine access
- Structured profile ↗
About
- Claro is software that sits above a company's ERP, PIM or commerce stack and turns messy supplier inputs — PDFs, spreadsheets and EDI feeds — into matched, classified and enriched product records with a source and confidence score attached.
- It continuously re-runs matching and validation as new supplier files arrive, and writes trusted records back into the systems teams already use.
What it helps with
- New supplier feeds, price lists and PDFs are onboarded slowly and by hand
- The same product appears under many supplier codes with no shared identity
- Duplicate and near-duplicate listings accumulate across suppliers and channels
- Products are classified inconsistently across ETIM, eCl@ss, UNSPSC or custom taxonomies
- Attributes and specs are missing or trapped in documents no system can read
- Invoice and order-confirmation lines drift from the price list in force on the date
- AI-generated product values cannot be trusted downstream without provenance and review
- Catalog upkeep is treated as a one-off cleanup instead of a repeatable pipeline
Capabilities
A practical view of what is available and where limitations apply.
| Offering | Available | Detail |
|---|---|---|
| Supplier feed onboarding | Yes | Maps supplier feeds, price lists and PDFs to the customer's own SKUs and catches duplicates before they reach the ERP. |
| Product matching and identity resolution | Yes | Resolves the same product, part or valid swap attribute by attribute; falls back to manufacturer plus part-number, descriptions and category rules where no GTIN or UPC exists. |
| Classification | Yes | Places products in ETIM, eCl@ss, UNSPSC or a customer-defined taxonomy with a stated reason for each node. |
| Deduplication | Yes | Finds duplicate and near-duplicate listings across suppliers and channels. |
| Enrichment | Yes | Fills missing attributes, specs and documents from source material, always cited and never invented according to the site. |
| Invoice and price-list reconciliation | Yes | Checks every invoice, order-confirmation and delivery-note line against the price list in force on that date, with a reason on each verdict. |
| Governance and audit trail | Yes | Every match, attribute and classification carries source and confidence; auto-apply, review queue and always-human lanes; full audit trail exportable or deletable on request. |
| Embedded/API and MCP access | Yes | Offered via API, embedded deployment or MCP server for platforms, marketplaces and vertical software. |
| Free or self-serve core tier | No | Core Claro is scoped and quoted per engagement; only the separate Research Agent has self-serve credit plans. |
| Independent customer reviews | Unknown | No independent review coverage was found in the evidence; do not claim validated customer outcomes. |
Bot trust
How confidently AI systems can verify this profile from public evidence.
—of 100
ChatGPT—/100
Claude—/100
This profile has not completed a Bot Score assessment yet.
Evidence
Where this record came from, when it was reviewed, and how confidently it can be used.
- Verification
- Scribble researched these facts from the linked public sources.
- The owner has not manually confirmed every field.
- Last reviewed
- Primary source
- getclaro.ai
Technical profile details
Record ID
c6056e84-42be-4ca8-a6c0-f87d02f4cb6fCanonical URLhttps://profiles.scribble.network/listing/claro-c6056e84