A collaborative study between TikTok, Precis, and Alvie analyzed ten Nordic e-commerce brands across fashion, home goods, and consumer products. The research demonstrates that traditional last-click attribution models significantly undervalue TikTok's contribution, underestimating ROI by an average of 10.7x. TikTok drives performance across the full funnel: brand awareness campaigns achieve a median ROI of 2.6, consideration campaigns 3.9, and conversion campaigns 3.1.
Notably, brands observed a 26% increase in branded search activity within 1-2 months post-campaign, indicating a strong halo effect. High-performing brands adopt an always-on approach, leverage authentic user-generated content, employ storytelling frameworks like 'Results First & Work Backwards' and 'Built into Routine,' and produce videos longer than 15 seconds with compelling hooks. For ad ops decision-makers, the key takeaway is to move beyond last-click metrics and embrace advanced attribution tools like Alvie to accurately measure TikTok's impact on the customer journey.
This enables better budget allocation, optimization of creative strategies, and unlocking of TikTok's potential as a growth engine. The study also highlights that TikTok excels in upper- and mid-funnel growth, making it essential for brand discovery and consideration.
TikTok for Business is promoting tiered first-30-day ad credit incentives for new self-serve SMB advertisers: spend $100 get $100, $500 get $500, or $1,500 get $1,500 plus 1-to-1 expert onboarding support, with a headline entry offer of 50% off first-month spend up to $200 and matching credits up to $6,000. Credits are applied within 7 days of hitting the highest threshold or after the 30-day accumulation window. Eligibility excludes agency, Business Center, and TikTok Shop accounts, and limits one ad account per new TikTok For Business account. For ad ops teams, these terms dictate budget pacing, account structure, and credit-expiry planning.
LLMs like ChatGPT and Gemini are reshaping mobile app discovery, with traditional search volume expected to decline 25% by 2026. These AI platforms act as answer engines, delivering direct app recommendations to users. For ad ops, this shift requires optimizing for LLM visibility through structured content and reputation management. While native ad formats are in early testing on platforms like Perplexity and Gemini, early adoption can secure high-intent placements. Marketers should track AI-driven traffic and align discovery strategies across ASO, SEO, and LLMs to stay competitive in an AI-first environment.
AI personalization is now essential for mobile marketing, with 71% of consumers expecting tailored experiences. This article outlines how AI enhances audience intelligence, creative personalization via DCO and GenAI, engagement timing, and measurement. Marketers should start small with focused A/B tests, prioritize user value, and collaborate across UA, CRM, and product. Key challenges include privacy, overpersonalization, and model bias. Adjust's Growth Copilot offers AI-driven analytics to streamline decision-making.
TikTok users are driving home and living purchases, with 77% recently buying household items. The platform offers Smart+ Campaigns using AI to automate ad optimization for SMBs. Seasonal strategies align content with key moments: fresh start in Q1, outdoor in Q2, mid-year momentum in Q3, festive in Q4. A limited-time offer provides ad credits up to $1500 plus expert support.
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.
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.
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.
ATT opt-in rates continue to rise gradually, reaching 35% globally in Q2 2025, up from 34.5% in 2024. Education apps saw the biggest improvement, from 7% to 14%. Gaming remains top-performing, with sports (50%), hyper casual (43%), and action (40%) leading. Country-wise, Brazil (50%), UAE (49%), and Turkey (42%) are highest. Investing in prompt UX is a strategic lever to increase addressable iOS audiences.
TikTok and ShopMy have integrated via the TikTok One Content Suite API, launching ShopMy Spotlights. This lets brands co...
TikTok for Business is promoting tiered first-30-day ad credit incentives for new self-serve SMB advertisers: spend $100...
TikTok is updating its Agency Badging Program to a two-tier model that highlights best-in-class agency performance. For ...
TikTok's post announces the next evolution of brand safety and suitability, citing expanded measurement, ad integrity, a...
TikTok for Business is rapidly expanding its ad tech stack with AI-powered creative tools, new ad formats, and enhanced ...
TikTok is offering new advertisers up to $6,000 in ad credits through a tiered spend incentive ($100/$500/$1500) that in...