Product feed data normalization for exact match workflows, barcode versus MPN with deduplication settings

Explains product feed data normalization and how barcode versus MPN matching supports exact match workflows, plus when to turn deduplication on. A worked example shows the steps.

Rank offers by final price and discount for comparison sets that finds the best deals

Shows how to rank offers by final price and discount inside comparison sets, so you compare identical products and surface the best deals with confidence.

Discount filters that check stock, build better deal pages shoppers trust

Explains how discount filters paired with stock checks keep sold out items and weak markdowns off deal pages, with a workflow, checklist, and governance model.

AI product data API: The Infrastructure AI commerce models and why scraping falls short

Explains how an AI product data API turns messy merchant feeds into normalized, searchable records, and why scraping falls short for advanced affiliate programs.

Affiliate Marketing: A Data Driven Operator’s Guide for 2026

A practical guide to affiliate marketing covering the business model, key terms, attribution, economics, and metrics operators use to measure performance.

LLM Product Data API: How to Power RAG, Agents, and Shopping Assistants

Shows how an LLM product data API supplies clean, normalized facts for RAG, agents, and shopping assistants, with barcode grounding and layered filters.

Affiliate.com 2025 Wrapped

A look back at 2025: how teams building commerce experiences used Affiliate.com as a single data and technology layer, and what launched during the year.

Identifier governance for AI catalogs: When to use barcode versus MPN versus ASIN

A governance framework for choosing between barcode, MPN, and ASIN in AI catalogs, with barcode as the lead identifier and clear fallbacks. Includes mini workflows you can apply.

Build assistant ready product search with identifiers first queries and affiliate network controls

Shows how to build assistant ready product search using identifiers first, plus affiliate network controls, normalization, and deduplication for reliable results.

AI powered enhanced search arrives in the Affiliate.com API

Announces AI powered enhanced search for the Any field in the Affiliate.com API, which interprets intent and ranks canonical product matches first. Examples show how results change.

Product data API for shopping chatbots: Integrate product data from your affiliate networks

Explains how to integrate affiliate network product data into shopping chatbots, using normalization, identifiers, deduplication, and layered filters.

Build product feed training data for LLMs: Use barcode and MPN matching

Shows how to build product feed training data for LLMs using barcode and MPN matching, then labeling price, discount, and availability for ranking. It also covers building positive and negative examples.

AI product feed API for shopping feeds that update with discounts and availability

Explains how an AI product feed API normalizes data and matches identical items so shopping feeds stay current as discounts and stock availability change.

Update Snippets for Product Feeds

Explains how to update snippets for product feeds in Affiliate.com so every live placement refreshes without touching templates, plus a quick production checklist.

AI Short Names

Explains how AI Short Names condense long product titles into clear labels for snippets, and when to use them while keeping identifiers and pricing data intact.

New Network: PartnerBoost

PartnerBoost is now available in Affiliate.com. Its direct to consumer merchants can be searched, filtered, and compared alongside other networks using the same fields.

Casting a Wider Net in Product Discovery

Shows how to cast a wider net in product discovery using the Any field, then layer filters for brand, price, availability, and discount to find the best offer.

Snippet Layouts

An overview of Snippet Layouts, including single product, price comparison, vertical, and carousel layouts, with suggested query setups for each. Each layout includes tips for setup.

Automated & Accurate Product Pricing and Information

Learn how Affiliate.com refreshes product pricing and availability from connected networks and merchants, so snippets and Comparison Sets stay aligned with what merchants provide.

Crafting Targeted Queries

A guide to building targeted queries in Affiliate.com by layering filters such as name, brand, price, discount, and merchant, with reusable patterns for comparison sets and deal pages.

Manage Merchant Commission Rates with Network and Merchant IDs

Learn how to record merchant commission rates by Network ID and Merchant ID, see them in Product Search, and use them as a decision aid when curating pages.

Multiple Offers Snippets

Multiple Offers Snippets show several distinct products in one compact unit. This article explains how they differ from Comparison Sets and when to use them for roundups, deals, and related products.

Affiliate Network Partners

Explains how Affiliate.com integrates with more than thirty affiliate networks, what that means for publishers searching across partners, and the benefits it offers networks and their merchants.

Exclude Duplicate Products

Learn why duplicate listings appear in search results and how to exclude duplicate products by Name, Image, or URL using the advanced search filters, with practical defaults to start from.

New Network: GiddyUp

GiddyUp is now integrated into Affiliate.com. This article covers what the integration brings, how its offers are normalized, and how to filter and use GiddyUp merchants in the Query Builder and API.