Optifeed Blog

Learn how to measure OpenAI Ads traffic in GA4 using a consistent UTM structure, custom Paid AI channel groups, acquisition reports, e-commerce funnel events, product ID matching, and Ads Manager comparisons.

Learn how to set up OpenAI Ads conversion tracking using the Measurement Pixel and Conversions API, implement standard e-commerce events, send monetary values in minor units, deduplicate browser and server events, and match conversion product IDs with your product feed.

Learn how to use the ads_metadata field in OpenAI product feeds to group products by margin, stock level, performance, product line, bidding priority, and campaign strategy.

Learn how to prepare a product feed for ChatGPT Ads, including product titles, descriptions, prices, availability, images, variants, categories, ads metadata, eligibility fields, and landing page consistency.

Explore the OpenAI product feed specifications, including File Upload and API methods, required product fields, SFTP requirements, full snapshot logic, product and variant schemas, pricing formats, eligibility flags, and technical validation steps.

Learn how OpenAI Product Feed campaigns work, how to upload a product catalog through SFTP, which feed fields are critical, how product filters and ads_metadata can be used, and how e-commerce brands can prepare stronger product data for ChatGPT Ads.

Learn how to create and upload Custom Audiences in OpenAI Ads, use inclusion, exclusion, and bid multipliers, prepare email and phone lists correctly, and combine first-party data with Context Hints.

Learn how to structure an OpenAI Ads campaign using Campaign, Ad Group, and Ad levels, define objectives and budgets, use context hints, create ad variations, select landing pages, and plan the first campaign setup.

Learn how to navigate OpenAI Ads Manager, configure account and billing settings, manage users, understand campaign, ad group, and ad levels, review performance metrics, and prepare product data for stronger campaign management.

Learn how to sign up for OpenAI Ads Manager, configure your advertising account, complete verification and billing steps, manage user access, and prepare your campaign, measurement, and product feed infrastructure.

In this article, we explore what OpenAI Ads mean for brands, how advertising inside ChatGPT may differ from traditional digital channels, and how companies can prepare their product data, measurement infrastructure, and campaign strategy for this emerging advertising environment.

What is Catalog Match Rate and why does it dictate your dynamic ad performance? Learn why your product feed and website IDs must match perfectly across Pixel and CAPI, and discover how to eliminate data discrepancies to maximize your ROAS.

Setur combined Optifeed’s AI-powered feed strategy with dynamic ad creatives and enriched product data for its Meta Advantage+ Catalog campaigns. Comparing Summer 2025 with Summer 2026, the Optifeed-supported structure delivered strong improvements in orders, conversion rate, revenue, and ROAS across Google Analytics 4 and the Meta advertising platform.

How do you build an AI-shopping-ready product feed? This guide covers source data architecture, product identifiers, semantic content, image standards, commercial data, structured data consistency, feed delivery, and quality controls.

Returns, reviews, seller information, and product compliance play a critical role in building trust across AI shopping experiences. This guide explains how brands can structure these signals consistently across product feeds, product pages, checkout, and post-purchase journeys.

Accurate price, inventory, variant, and promotion data is essential for reliable AI shopping experiences. This guide explains how brands can maintain commercial data consistency across product feeds, product pages, and checkout while preparing their catalogs for AI-powered product discovery.

Google UCP and OpenAI ACP are introducing new requirements for AI-powered product discovery and purchasing. This guide outlines the essential steps brands should take, from improving product feed quality and inventory accuracy to preparing checkout, returns, shipping, and compliance data.

In AI shopping, product visibility starts with structured product data. This article explains why product feed is becoming the core data layer for helping AI systems understand, compare, and recommend products accurately.

AI-powered shopping is changing how users discover products. In this article, we explore why brands need to prepare their product feeds for Google UCP, OpenAI ACP, and the new era of AI-driven product discovery.

With a large product catalog, Evidea needed a smarter way to decide which products to prioritize in catalog campaigns. Together with Optifeed, the brand tested AI-Powered Smart Segments against standard catalog campaigns and achieved stronger results with similar traffic volume.

AI-Powered Smart Segments is now live, moving feed optimization from manual spreadsheets to fully autonomous, GA4-driven strategy. Our AI dynamically categorizes your products into 6 strategic groups—like Best Sellers and Zombie Products—based on real-time performance, not arbitrary thresholds. Less operational guesswork and a significantly higher ROAS.

Carpex, a leading e-commerce brand in scenting and cleaning solutions, tested Optifeed’s OptiScore-driven feed optimization across its product catalog. Within just a few weeks, the campaign delivered a +63% increase in ROAS, a +28% uplift in conversion rate (CR), and an +8% growth in click-through rate (CTR). This case study demonstrates how prioritizing high-performing and high-selling potential products can significantly enhance campaign efficiency and maximize returns.

ChatGPT is moving beyond product recommendations and entering the world of online shopping. With the new Instant Checkout feature, users can buy products directly in chat—securely and seamlessly. Powered by the open-source Agentic Commerce Protocol and Stripe, this innovation makes AI a real shopping assistant for millions of people, while giving merchants a new channel without losing control of their systems.

Cimri, one of Turkey’s largest price comparison platforms, tested Optifeed’s Dynamic Creatives feature in the Bluetooth headphones category. Within just a few weeks, the campaign delivered a +31% increase in revenue, +30% uplift in ROAS, and an impressive +367% growth in net profit. This case study highlights how combining category-based feed optimization with creative personalization can drive remarkable results.

Custom labels and internal labels may look like small technical details, but they’re powerful tools for structuring campaigns and boosting performance. From Google and Meta to Criteo and Pinterest, labels help advertisers segment products, control budgets, and optimize bidding. With the right strategy — and the help of feed optimization tools like Optifeed — labels can turn a messy catalog into a smart, scalable advertising engine.

Explore OptiScore, the ultimate tool for smarter product performance optimization. OptiScore is an advanced algorithm designed to evaluate and score products in an e-commerce catalog. It’s not just a simple ranking tool—it’s a model built on dozens of different rules and performance metrics, all carefully weighted to reflect the realities of modern e-commerce.

A Feed-Only Performance Max Campaign is a type of campaign in Google Ads that focuses exclusively on product data from a merchant center feed. Unlike standard Performance Max (PMax) campaigns, which utilize a wide variety of assets such as images, videos, headlines, and descriptions to run across multiple Google networks (YouTube, Display, Search, etc.), feed-only campaigns rely solely on the product information provided in your Google Merchant Center feed.

Page Feed is an essential tool for advertisers looking to maintain control and precision within their Search Network or Performance Max campaigns, especially when dealing with large websites or diverse product catalogs. By narrowing the focus to key landing pages, you can maximize the impact of your ads and improve overall campaign performance.

To strengthen their digital marketing strategies and optimize product management, Decoverse chosen Optifeed, a feed optimization tool. Thanks to Optifeed's dynamic product tagging, Decoverse used their ad budget more efficiently and generated 63% more revenue.

Hediyesepeti.com, the leading customizable gift e-commerce site in Turkiye, has seen impressive gains in its social media advertising efforts thanks to a strategic partnership with Optifeed. By leveraging Optifeed's product feed optimization technology, Hediyesepeti.com achieved tangible results that speak for themselves:

Discover the essential role of feed optimization in e-commerce success. Learn about why it is important its core components, and strategic optimization scenarios. Explore practical examples and trends to enhance your product visibility and drive sales in the digital marketplace.

Narecza.com is a growing e-commerce company that wanted to increase sales and conversions using Google Ads Dynamic Search Ads (DSA). They were using a target ROAS bidding strategy, but when they tried to increase the budget of their DSA campaigns, they saw a decrease in ROAS. As a result, they were unable to spend their entire daily campaign budget.

In the ever-evolving landscape of digital marketing, the avenues for reaching your target audience are diversifying by the day. However, this diversity also brings along its own set of complexities. For e-commerce websites, in particular, promoting hundreds or even thousands of products effectively can be quite a challenge. This is where Google Ads Dynamic Search Ads (DSA) come into play. But to truly unlock DSA's full potential, there's an additional step you need to take: the utilization of Page Feed.

In the digital marketing world, there are many tools you can use to optimize and expand your advertising campaigns. Google Ads is one of the most important ones, and within Google Ads, Dynamic Search Ads (DSA) is a type of advertisement used to increase the volume of ad campaigns. So, what is DSA and how is it used?

In the dynamic world of e-commerce, Google Shopping campaigns stand as a robust tool to enhance your product visibility and drive sales. As we delve deep into the world of Google Shopping ads, we aim to equip you with the knowledge to set up and optimize these campaigns for the best outcomes.

In the e-commerce world, one of the paths to success is data feed optimization. But what is data feed and how can it be made more effective? In this article, we will answer the question of what a data feed is and discuss the solutions Optifeed offers in this area.