ChatGPT has emerged as a major discovery platform, and with the launch of ChatGPT Ads, marketers have a new channel for user acquisition. Adjust's integration enables advertisers to measure campaign performance by attributing installs and post-install events directly from ChatGPT Ads. Setup involves creating a ChatGPT Ads account, configuring the module in Adjust, entering the API key and Pixel ID from OpenAI's Ad Manager, and mapping Adjust events to ChatGPT conversion events.
Adjust provides URL templates for clicks and impressions that are used as campaign targets, supporting deeplinks and fallback destinations. Once live, user interactions are tracked through Adjust URLs, and conversion events, purchases, and other in-app activity are reported back to OpenAI via the Conversions API. Advertisers can also leverage OpenAI's Advertiser APIs for ad spend data, bid/budget controls, and creative uploads.
This integration brings the same measurement standards used across other channels to ChatGPT Ads, allowing for comparison and optimization. Key metrics include impressions, clicks, spend, CTR, CPC, and CPM. With Adjust, marketers can ensure ROI-positive results by connecting campaign activity to downstream app events.
The partnership makes ChatGPT Ads a measurable, data-driven channel, empowering app marketers to test and scale campaigns effectively.
The Adjust-ChatGPT Ads integration signals a pivotal shift: AI chatbots are evolving from engagement tools into full-fledged ad platforms. What's notable here is the immediate need for third-party attribution—ChatGPT Ads enters a privacy-conscious era where post-install measurement requires conversions API support, mirroring the trajectory of Apple's SKAdNetwork and Meta's Conversions API. The key implication for UA managers is that AI-driven discovery could become a high-intent channel, but only if measurement gaps are closed.
Worth watching is how this compares to other AI ad experiments (e.g., Google's Search Generative Experience); Adjust's move provides a standardized template, potentially accelerating industry adoption. For monetization strategists, the integration underscores that privacy-compliant measurement (server-side, event mapping) is now table stakes for any new channel. The timing aligns with advertisers seeking alternatives amid iOS signal loss, making ChatGPT Ads a testbed for AI-native attribution.
TikTok Ads Manager 101 provides a walkthrough for new advertisers, emphasizing account setup, campaign structure, and Smart+ AI automation tools. Key insights: the platform focuses on full-funnel impact (awareness, consideration, conversion), creative flexibility with native-style ads, and targeting capabilities. A limited-time incentive offers up to $6,000 in ad credits based on spend tiers. The guide underscores TikTok's push to lower barriers for SMBs while integrating automation (Smart+ solutions) for optimization. Decision-makers should note the emphasis on time zone settings, Business Center for multi-account management, and the 30-day spend window for credit eligibility.
ChatGPT's DoD partnership caused a 295% daily spike in US uninstalls and a 13% DAU drop, while Claude gained from its refusal, hitting #1 on the App Store. Downloads and ratings for ChatGPT plummeted, with 1-star reviews surging 775%. Advertisers should reassess AI app inventory, noting Claude's growing but smaller audience, and monitor sentiment shifts for campaign placement.
Marketers integrating AI deeply report 60% greater revenue growth. New Data Manager API centralizes connections to Google's advertising tools, enabling custom uploads of first-party data for better AI-driven campaigns.
OpenAI's Instant Checkout and Apps SDK transform ChatGPT into an operating system for human-app interaction, blurring lines between search, apps, and commerce. For ad ops decision-makers, this means a shift from app installs to intent-driven conversations, requiring new attribution models focused on completed actions, not downloads. Brands must build API-first, conversation-ready services, comply with ChatGPT standards, and optimize for agentic commerce, where measurement and feedback loops become critical for targeting and personalization.
AI assistants are becoming integral to daily routines, with ChatGPT users averaging 13 monthly sessions, rivaling platforms like X and Reddit. While Google remains dominant for information seeking (18 days/month), ChatGPT's use cases are diversifying, with lifestyle and entertainment prompts rising from 22% to 35% of total in one year. Work and education still account for 60% of prompts, but growth in niche categories signals expanding consumer comfort. For ad ops, this indicates opportunities for targeted campaigns across varied use cases and the importance of integrating AI into digital strategies.
TikTok's Ad Assistant is an AI-powered companion integrated into TikTok Ads Manager, designed to streamline the entire advertising workflow—from campaign setup and optimization to diagnosis and reporting. It offers smart recommendations on targeting, bidding, and creative placements, and can execute tasks like pausing underperforming ads or adjusting bids in real time. This tool addresses common challenges such as limited time, resources, and expertise, enabling faster, more confident campaign management. Available globally in English, it automates routine actions, provides actionable insights, and helps advertisers maximize efficiency and performance.
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