AdjustAdjust

How are LLMs transforming mobile user acquisition? | Adjust

By the content of the·Jul 8, 2025·6 min read

The article explores how large language models (LLMs) such as ChatGPT, Google's Gemini, and Anthropic's Claude are transforming mobile advertising and user acquisition. Traditional search engine usage is projected to drop 25% by 2026, with organic traffic declining up to 50% by 2028 as users increasingly rely on AI for direct, personalized answers. Key data points include: ChatGPT reached 100 million users in two months, nearly 60% of U.S.

searches result in zero clicks, and over 80% of search users rely on AI summaries for at least 40% of queries. Mobile marketers face a new channel where LLMs provide few but highly valuable recommendation slots. Platforms like Perplexity are testing native ad formats such as sponsored follow-up prompts, while Gemini supports ads within its Search Generative Experience, and OpenAI is expected to launch conversational native ads.

Unlike traditional search, LLM ads rely on semantic intent and session context rather than keyword bidding and behavioral data. Actionable takeaways include: refining app store content and metadata for natural-language queries, strengthening app reputation across reviews and third-party sources, tracking AI-referred traffic via UTM parameters, and testing queries on LLMs to monitor brand positioning. Advertisers who adapt creative strategies for low-volume, high-impact placements will gain a competitive edge.

The article emphasizes an integrated approach across ASO, SEO, and LLM optimization to ensure consistent messaging and maximize discoverability in AI-driven environments.

You Might Also Like

AdjustAdjust

Q4 marketing strategies for shopping app growth | Adjust

For shopping app marketers, Q4 offers the highest competitive intensity, with installs surging 104% YoY and sessions up 42%. Key strategies include planning early for Black Friday/Cyber Monday, testing creatives before CPI spikes, and maintaining momentum into December. Deep linking is critical to convert high-intent traffic, and retention efforts should parallel acquisition to counter low Day 1 retention (12.8%). Diversifying channels (CTV, AR) and preparing post-holiday win-back campaigns further optimize ROI during this decisive quarter.

diversifying before the rush·Sep 29, 2025·6 min readRead article →
AdjustAdjust

How AI is reshaping the mobile growth stack | Adjust

AI is transforming mobile growth stacks from reactive, fragmented systems into unified, predictive platforms. Marketers move from manual dashboard analysis to conversational AI that delivers instant insights and proactive optimization. Predictive AI flags risks early, enabling faster decisions and reducing wasted spend. The shift empowers marketers to focus on strategy rather than data assembly, with tools like Adjust Growth Copilot providing a single interface for querying, analyzing, and optimizing performance in real time.

lagging metrics and reacting·Aug 26, 2025·4 min readRead article →
AdjustAdjust

Bulk QR code generation for app marketing campaigns | Adjust

Adjust's bulk QR code generation enables marketers to create thousands of branded, deep-linked QR codes from a spreadsheet or API, eliminating developer dependency. Each code embeds attribution data for real-time performance tracking at campaign, store, or salesperson level. This empowers offline-to-app, CTV-to-app, and desktop-to-app use cases, turning QR campaigns into measurable growth drivers.

filling out campaign details·Sep 8, 2025·5 min readRead article →
AdjustAdjust

Dynamic deep linking for smarter mobile campaigns | Adjust

Dynamic deep linking solves scalability issues in mobile campaigns by generating link parameters in real-time via APIs, enabling precise routing to in-app content without manual overhead. It improves attribution accuracy, supports referral programs, content sharing, product feeds, and web-to-app transitions. Branded short links boost CTR, while automated workflows reduce operational costs and errors. For ad ops decision-makers, this means faster campaign launches, cleaner data for ROI analysis, and consistent user journeys across channels.

generating link parameters and·Oct 8, 2025·4 min readRead article →
AdjustAdjust

Boost ROAS with mobile marketing automation | Adjust

Mobile marketing automation is critical for scaling ROAS by enabling real-time, data-driven campaign optimization. Key strategies include setting automation rules for bid/budget adjustments based on performance thresholds, implementing anomaly detection to prevent wasted spend, and using smart alerts for timely budget reallocation. A case study from Melsoft Games shows that automation allowed testing hundreds more creatives without extra time or cost. For ad ops leaders, the takeaway is that automation reduces manual bottlenecks, improves reaction speed, and directly boosts ROAS when integrated with attribution and analytics tools.

providing systems that continuously·Jul 29, 2025·4 min readRead article →
AdjustAdjust

FIFA World Cup 2026 mobile app trends for marketers | Adjust

Analysis of 2022 World Cup mobile data reveals that the tournament's largest engagement window occurs early, with sports entertainment installs spiking 189% and sports news 204% on November 22. Engagement revolves around national team matches, with significant spikes from non-participating markets like China (+1,294% sports entertainment installs). For 2026, brands must adapt in real-time to shifting attention across matches and regions. Adjust's AI-powered attribution and analytics provide the visibility needed to capitalize on these global events.

Prashansa Shrestha·Jun 1, 2026·5 min readRead article →
AdjustAdjust

WWDC26: Siri AI, Foundation models, updates for mobile marketers | Adjust

WWDC26 focused on AI, with minimal changes to iOS attribution. Apple introduced Foundation Models, Core AI, and App Intents updates, but no significant AdAttributionKit or SKAN updates. For ad ops, this means continuity in measurement strategies. Key AI announcements include Siri AI, Xcode 27 agentic coding, and cross-developer subscription bundles. The lack of attribution changes provides stability for teams optimizing existing iOS measurement approaches.

Tiahn Wetzler·Jun 9, 2026·3 min readRead article →
AdjustAdjust

Agentic growth management at Adjust | Adjust

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.

Tiahn Wetzler·Jun 10, 2026·4 min readRead article →

More from Adjust