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.
AI Shopping product feeds: Match identical products across merchants for a clean catalog Learn how to match identical products across merchants for AI shopping product feeds, using identifiers, layered filters, deduplication settings, and consistent currency to build a clean catalog.
Schema Ready Product Data: Make Comparison Pages Crawlable for SEO Learn how to use normalized product data to build comparison pages that crawlers can read, including modeling one Product with many Offers, mapping fields to schema, and validating the data.
