Stop guessing. Start matching.
PriceVent’s Discovery & AI Matching takes you from “maybe” to “matched” and backs every decision with clear rationale.
- Quickly discover true product equivalents
- Easily confirm matches with confidence scores
- Instantly review, approve, and keep matches current

To outperform your competitors, you must first know exactly what you’re competing against.
Competing products are often published with inconsistent titles, missing identifiers, and different naming conventions across shops and marketplaces. That fragmentation makes reliable price benchmarking and any downstream automation hard to trust.
Across shops and marketplaces, the same product can look different. Titles are rewritten, identifiers go missing, and local naming varies, making reliable comparisons hard. PriceVent’s Discovery & AI Matching solves this end to end: it first discovers likely competitors for each SKU, then confirms the true equivalents with AI, so your catalog is cleanly mapped to the market.
The system reads products the way people do, not just by keywords. It understands titles and descriptions in context, lines up brand, model, family, and category, and tells apart variants and bundles such as sizes, capacities, colors, single units versus multipacks, and kits. It uses identifiers when they’re present (but doesn’t depend on them when they're not present) and it recognizes packaging and unit conventions (per-unit vs per-pack, volume and weight) across languages and locales.
As your catalogs evolve, matches stay fresh. Each decision comes with an AI confidence score. The result is accurate, scalable matching you can defend so pricing, analytics, and alerts remain trustworthy.
Kickstart competitor discovery with a single click, directly from your product list. No extra steps, no context switching, just fast, seamless access to the AI Matching workflow, exactly when and where you need it.
One-Click Discovery—Right from Your Dashboard. Validation Just Seconds Away.

Fuel Your Discovery Power. Choose the Token Pack That Fits You.
Flexible packages that scale with your business. Use credits to discover, match, and validate products — faster and smarter, with full control over your usage.
100 Credits
1000 Credits
10000 Credits
Your First 10 Credits Are On Us!
Kick things off with 10 free credits, test the power of Discovery + AI Matching, and see what it can do for your catalog.
*Disclaimer & Matching Estimate
The number of matches generated is estimated and depends on real-time results. Each product search can return between 0 and 10 results, and credits are consumed per search. In the best-case scenario—where 10 valid matches are found per product, you can achieve up to 10× the number of credits in actual matches (e.g., 100 credits → up to 1000 matches).
Usage is always transparent. Credit consumption is calculated before each run so you’re in full control. You can choose how to run discovery for each product: By Code (ProductCode) – 1 credit per search; By Name (ProductName) – 1 credit per search; By Both – 2 credits per product
All the Answers. Zero Guesswork.
Everything you need to know about how Discovery + AI Matching works, who it’s for, how it compares to other PriceVent tools, and how to get started.
What is Discovery + AI Matching, and how is it different from SKU Automatch included in PriceVent plans?
Discovery + AI Matching is an advanced, credit-based service that goes beyond the default SKU and Title Matching features included in standard PriceVent plans. While SKU Automatch relies on exact identifiers (like EAN or MPN) and Title Matching uses simple string-based logic, Discovery + AI Matching combines semantic search, LLM-powered disambiguation, and confidence scoring to find true equivalents—even when titles differ, data is inconsistent, or identifiers are missing. It’s ideal for complex, multilingual catalogs and long-tail products.
Who can use the Discovery + AI Matching service?
The service is available to all PriceVent clients with an active subscription. It’s especially useful for companies managing large product catalogs, operating across multiple marketplaces, or working with incomplete or inconsistent data. Whether you’re a retailer, brand, or distributor, Discovery + AI Matching helps you uncover real competitors and validate product equivalence with much greater precision.
How much does the service cost, and what results can I expect?
The service uses a token-based pricing model. You can purchase credit packs starting from 100 credits (€25), 1,000 credits (€199), or 10,000 credits (€999). One credit is consumed per search, depending on the selected mode (by code, by name, or both). The number of matches per credit can vary based on results, up to 10 per search in the best-case scenario.
How can I purchase credits?
You can order credits by filling out the form available here. Very soon, you’ll also be able to purchase credits directly within the PriceVent app from the “My Account” section.
Can I try Discovery + AI Matching before committing?
Yes. For a limited time, all PriceVent clients with an active subscription can receive a free trial pack of 10 credits to test the service. To request your trial pack, please contact your PriceVent account manager.
Are purchased credits refundable or transferable?
Credits are non‑refundable and non‑transferable, as each purchase immediately grants access to AI‑powered infrastructure resources and processing capacity reserved for your account. This ensures guaranteed performance, data isolation, and real‑time scalability for every discovery run. However, credits remain valid until fully consumed, with no expiration period.