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.
User testing reveals the gap between designer intent and user experience, uncovering silent churn causes like unclear onboarding or passive ad chains. Analytics show what happens; user testing explains why. Small tests (5-8 participants) can identify friction points, and improving retention by 10% can significantly boost revenue without changing monetization. For ad ops, this means better user engagement reduces wasted ad spend and increases lifetime value.
Adjust introduces 'Agentic Growth Management' at MAU Vegas 2026, a goal-driven AI system that automates the campaign optimization loop. Instead of manual intervention, it sets a business objective (e.g., increase ROAS), analyzes performance, generates actionable recommendations (e.g., budget reallocation, creative refresh), and executes with marketer oversight. The system tracks impact and iterates, allowing teams to shift from execution to supervision. This approach aims to reduce operational burden while accelerating progress toward revenue targets, with automation scaling as AI confidence grows.
Global app installs rose 13% YoY and sessions 5% in H1 2026, signaling sustained growth despite market saturation concerns. Casual gaming saw a 55% surge in sessions, while e-commerce install day engagement improved across all regions, with North America reaching 1.34 and LATAM 1.4. Finance apps saw installs up 5% but sessions up 29%, underscoring the importance of retention. Ad ops teams should prioritize casual gaming, optimize install day experiences, and prepare for a strong H2 holiday peak, leveraging accurate measurement to allocate budgets effectively.
Snapchat Unified Attribution is now officially available to Adjust customers, marking a shift from platform-only reporting to real-time optimization driven by MMP conversion signals. This capability minimizes discrepancies between Snapchat's reported metrics and cross-channel MMP data, letting ad operations teams act on trusted, unified data for budget allocation and campaign delivery. Advertisers can now optimize for real-time MMP signals, scale spending with greater confidence, and evaluate Snapchat's contribution to business outcomes within the same measurement framework as other channels. To maximize benefit, ad ops decision-makers should verify their Adjust event mapping and conversion event reporting are accurate, ensuring Snapchat's optimization aligns with existing measurement standards.
CTV has become performance-ready for app marketers. Recent acquisitions (Fox/Roku, Walmart/Vibe) signal a shift to self-serve, measurable channels. Marketers can reuse existing UA creative instead of producing TV ads. QR codes drive direct response, but halo effects often matter more. Start with small, additive test budgets and measure assists/incrementality to understand true impact. CTV offers a way to find incremental users and diversify beyond paid social.
Adjust Ignite 2026 returns as a global conference series for app marketers, covering mobile measurement, attribution, deep linking, AI, and evolving user behavior. Partnering with Sensor Tower, the first event is in San Francisco on July 9, followed by Tokyo, São Paulo, Istanbul, Guangzhou, and Cyprus. Sessions focus on practical, real-world experiences rather than theory, addressing privacy-first measurement, AI integration in marketing workflows, and strategies for acquisition, engagement, and long-term value. Attendees gain actionable insights and networking opportunities with industry peers.
Short drama apps are booming, with installs growing 238% YoY in Q1 2026 and global downloads reaching 2.3 billion in 2025. The format is expanding beyond China, with LATAM showing 913% YoY install growth. Revenue per MAU in APAC is $1.45, and sessions per user increase over the first 30 days. 67% of marketers are already advertising in or testing these apps, making them a high-growth channel for mobile ad campaigns.
Incrementality testing complements attribution by quantifying the causal impact of marketing spend. For ad ops decision-makers, key insights: match the metric to the business decision—installs for acquisition, revenue for ROAS. Interpret results by checking incremental effect, statistical significance, and organic cannibalization. Use these to guide budget: increase spend when incrementality is significant and exceeds targets; maintain when stable; reduce or reallocate when lift is low or cannibalization occurs. Never mix metrics from different test types.
Snapchat Unified Attribution is now officially available to Adjust customers, marking a shift from platform-only reporti...
E-commerce apps continue to gain momentum, with global installs and sessions up and North America leading regional growt...
Incrementality testing complements attribution by quantifying the causal impact of marketing spend. For ad ops decision-...
Global app installs rose 13% YoY and sessions 5% in H1 2026, signaling sustained growth despite market saturation concer...
CTV has become performance-ready for app marketers. Recent acquisitions (Fox/Roku, Walmart/Vibe) signal a shift to self-...
Japan's app market is poised for growth with 85% smartphone penetration and 68% iOS share. The new Mobile Software Compe...