TikTok moves toward ‘performance automation vision’ with latest machine learning ad tools – Digiday
TikToks latest machine learning ad solutions are proof that the platform wants to automate as much of its advertising as possible.
The product, dubbed Performance Automation, was announced at the platforms fourth annual TikTok World product summit today its first official summit since Biden signed the TikTok divest or sell bill last month, and subsequently the entertainment app took the U.S. government to court to appeal.
Its safe to say TikTok wants advertisers to believe its not entertaining the idea of being booted out of the U.S. anytime soon. If that wasnt already obvious during its NewFront earlier this month, this latest announcement makes it clearer that its business as usual for the platform right now. Or at least trying to make it as clear as possible that advertisers can park their contingency plans and keep spending on TikTok.
TikTok is actively working to keep marketers engaged and on the platform despite the legislative challenges, said Traci Asbury, social investment lead at Goodway Group. They [TikTok] have complete confidence in their upcoming legal appeals and are actively encouraging marketers to keep adopting best practices and usage of the platforms capabilities to make positive impacts on their businesses.
Well, you probably already know about TikToks Smart Performance Campaign, which was launched last year. The campaign uses semi-automation capabilities including auto-targeting, auto-bidding and auto-creative.
But Performance Automation, which is still in early testing, goes one step further, by automating more of the process, including the creative. With this campaign, advertisers input the necessary assets, budget and goals, and TikToks predictive AI and machine learning will select the best creative asset, to ensure the best campaign is put in front of the right customer at the right time. As a TikTok spokesperson confirmed, the platform is moving toward a performance automation vision and this latest product is the next step on that journey.
And thats not all. The platform has also launched a similar capability for its TikTok Shop, dubbed TikTok Shop Marketing Automation. Like Performance Automation, this works by automating bidding, budgeting, ad management and creative for TikTok Shop products. Since TikTok Shop is only available in select regions, this latest product is currently rolled out in South-East Asia, and in testing in the U.S.
Ohio-based health and wellness brand Triquetra Health is one of those early testers. According to Adolfo Fernandez, global product strategy and operations at TikTok, the brand already achieved 4x their return on investment in TikTok Shop within the first month of using this new automation product, and increased sales on the platform by 136%. He did not provide exact figures.
To be clear, Performance Automation and TikTok Shop Marketing Automation arent their official names. These are just temporary identities the platform is using until they roll out the products officially.
Still, all sounds familiar? Thats because it is. Performance Automation is similar to what the other tech giants have been doing for a while now, and what TikTok started to dabble in with its Smart Performance Campaign last year. Think Googles Performance Max, Metas Advantage+ and now even Amazons Performance+ they all play a similar role for their respective platforms. TikTok just joining the pack simply confirms that automation is the direction that advertising as an industry is heading.
In many ways, this was inevitable. Meta, Google et al have amassed billions of ad dollars over the years by making it as easy as possible for marketers to spend on their ads. From programmatic bidders to attribution tools, the platforms have tried to give marketers fewer reasons to spend elsewhere. Machine learning technologies that essentially oversee campaigns are the latest manifestation of this. Sooner or later TikTok was always going to make a move.
Still, there are concerns aplenty over how these technologies work they are, after all, the ultimate set it and forget it type of campaign. Marketers hand over the assets and data they want the platform to work with, and the technology takes it from there. Thats it. Marketers have no way of knowing whether these campaigns are doing what the platform says theyre doing because theyre unable to have them independently verified. It remains to be seen whether TikToks own effort will take a similar stance or break with tradition.
Speaking of measurement, TikTok is also launching unified lift a new product which measures TikTok campaign performance across the entire decision journey, using brand and conversion lift studies. KFC Germany has already tried it out and drove a 25% increase in brand recall and saw an 81% increase in app installs, according to Fernandez, without providing exact figures.
Among the other announcements were:
Well for now, nothing much has changed. Marketers have contingency plans in place, but thats just standard business practice. Beyond that, everything as far as TikTok goes is pretty much business as usual.
Colleen Fielder, group vp of social and partner marketing solutions at Basis Technologies said her team is not actively recommending any of their clients discontinue spending on TikTok. Theyre continuing to include the platform on proposals.
We knew TikTok was going to sue the U.S. government, and that may push this 9-12 month timeline even further back, which gives us a longer lead time to continue running on TikTok and / or identify alternative platforms as needed, she said.
For Markacy, its a similar state of play. We have a loose partnership with digital media company Attn, which is heavily invested in TikTok, said Tucker Matheson, co-CEO of the company. Theyre still getting big proposals for work, which is a positive sign.
Link:
TikTok moves toward 'performance automation vision' with latest machine learning ad tools - Digiday
- Machine learning narrows search for additional particles in the Higgs boson family - Phys.org - July 24th, 2026 [July 24th, 2026]
- F1 in Belgium: Machine learning algorithms are ruining the sport - Ars Technica - July 24th, 2026 [July 24th, 2026]
- Researchers use AI and machine learning to design two new promising blue TADF OLED emitters - OLED-Info - July 24th, 2026 [July 24th, 2026]
- Machine learning professor breaks down OpenAI model's hack of another AI company - CBS News - July 24th, 2026 [July 24th, 2026]
- Barlast Tests Folk Tradition and Machine Learning On Imitation Game - World Music Central - July 24th, 2026 [July 24th, 2026]
- Predicting Outcomes with Machine Learning | Mathematical Sciences | College of Arts & Sciences - University of Delaware - July 6th, 2026 [July 6th, 2026]
- Machine Learning in Public Health: A 3-day Intensive Workshop - American Public Health Association - July 6th, 2026 [July 6th, 2026]
- Tunable band-stop photodetection with machine learning-enabled broadband spectral adaptation - Nature - July 3rd, 2026 [July 3rd, 2026]
- Basic machine learning with lessR : Easy, simple, and free - Open Access Government - July 3rd, 2026 [July 3rd, 2026]
- QuadSci Named Machine Learning Company of the Year - MarTech Cube - July 3rd, 2026 [July 3rd, 2026]
- From Conventional to Intelligent Triage: A Systematic Review of Artificial Intelligence and Machine Learning Applications in Emergency Departments -... - July 3rd, 2026 [July 3rd, 2026]
- On Robustness and Chain-of-Thought Consistency of RL-Finetuned VLMs - Apple Machine Learning Research - July 3rd, 2026 [July 3rd, 2026]
- Improving Wildfire Prediction with Machine Learning and Firebreaks - University of Reading - July 3rd, 2026 [July 3rd, 2026]
- A 3X Leader for the Agentic Era: DataRobot Named a Leader Again in the Gartner Magic Quadrant for Data Science and Machine Learning Platforms -... - June 24th, 2026 [June 24th, 2026]
- A 3X Leader for the Agentic Era: DataRobot Named a Leader Again in the Gartner Magic Quadrant for Data Science and Machine Learning Platforms - Yahoo... - June 24th, 2026 [June 24th, 2026]
- Undergrads gain hands-on machine learning experience in summer program - The Pennsylvania State University - June 24th, 2026 [June 24th, 2026]
- Python and Machine Learning: Why the Two Skills Are Increasingly Inseparable - BNO News - June 24th, 2026 [June 24th, 2026]
- Domino Data Lab Named a Visionary for the Third Consecutive Year in the 2026 Gartner Magic Quadrant for AI Platforms for Data Science and Machine... - June 24th, 2026 [June 24th, 2026]
- Machine Learning Boosts Smart Thermochromic Window Efficiency - Bioengineer.org - June 24th, 2026 [June 24th, 2026]
- A.I. VS HUMAN ROAST BATTLE to Pit Machine Learning Against Live Rapper in SF - BroadwayWorld - June 16th, 2026 [June 16th, 2026]
- Machine learning gives the U.S. a 1% chance of winning the World Cup final in its own backyard - Fortune - June 16th, 2026 [June 16th, 2026]
- Machine Learning Reveals Genes That Help Yeasts Resist Stress - Department of Energy (.gov) - June 16th, 2026 [June 16th, 2026]
- Machine Learning Reveals AED Impact on LGG Prognosis - Bioengineer.org - June 16th, 2026 [June 16th, 2026]
- Introducing the Third Generation of Apples Foundation Models - Apple Machine Learning Research - June 12th, 2026 [June 12th, 2026]
- Machine learning model predicts T2D risk up to 10 years before onset - Managed Healthcare Executive - June 12th, 2026 [June 12th, 2026]
- GPU as a Service Market to Reach USD 14.4 Billion by 2033 at 16.0% CAGR, Fueled by Generative AI, Machine Learning, and Cloud Infrastructure Expansion... - June 12th, 2026 [June 12th, 2026]
- Machine learning-guided design of mechanoadaptive bioglues for multitissue trauma and first-aid applications - Nature - June 12th, 2026 [June 12th, 2026]
- OUCRU scientists are using machine learning to forecast the next dengue outbreak - tropicalmedicine.ox.ac.uk - June 12th, 2026 [June 12th, 2026]
- IIT Roorkee invites applications for 11th Batch of Data Science, Machine Learning & Generative AI Programme - Elets Technomedia - June 12th, 2026 [June 12th, 2026]
- RAG Is Not Machine Learning, and the ML Toolkit Solves the Wrong Problem - Towards Data Science - June 3rd, 2026 [June 3rd, 2026]
- A reality check on the AI jobs hysteria - Machine Learning Week US - June 3rd, 2026 [June 3rd, 2026]
- STMicroelectronics Releases Vibration Sensor With Integrated Machine Learning for Industrial Monitoring - geneonline.com - June 3rd, 2026 [June 3rd, 2026]
- NAVER LABS Europe is offering a 2026 Research Internship in Large Language Models, focusing on AI Alignment, Controlled Generation, and Machine... - May 29th, 2026 [May 29th, 2026]
- Q&A: A Machine-Learning-Based Tool to Enhance Clinical Care of Patients With Multiple Sclerosis - Physician's Weekly - May 29th, 2026 [May 29th, 2026]
- Evaluating the Diagnostic Performance of AI and Machine Learning in Sickle Cell Disease Detection: A Systematic Review - Cureus - May 29th, 2026 [May 29th, 2026]
- HTC-19 Update: Artificial Intelligence and Machine Learning - Chromatography Online - May 29th, 2026 [May 29th, 2026]
- Multimodal phenotypic classification of generalized anxiety and panic using structural MRI data and psychosocial factors: machine learning results... - May 29th, 2026 [May 29th, 2026]
- Machine Learning Personalizes Depression Treatment with the Help of Wearable Technology - UC San Diego Today - May 27th, 2026 [May 27th, 2026]
- How Machine Learning Makes Complex Knowledge Useable in Real-World Conditions - Supply & Demand Chain Executive - May 25th, 2026 [May 25th, 2026]
- How Airbnbs machine-learning tools aim to prevent Memorial Day weekend parties in Las Vegas - FOX5 Vegas - May 25th, 2026 [May 25th, 2026]
- Artificial Intelligence and Machine Learning in Hospital Quality Management, Patient Safety, and Accreditation Readiness: A Systematic Review and... - May 25th, 2026 [May 25th, 2026]
- Machine learning accelerates analysis of fusion materials - Technology Org - May 25th, 2026 [May 25th, 2026]
- Dr. Kaveh Heidary Presents Innovations in AI, Machine Learning and Multispectral Imaging - aamu.edu - May 25th, 2026 [May 25th, 2026]
- Comparison of Prognostic Performance Between a Machine Learning Model and Manually Measured Grey-White-Matter Ratio on Early Brain Computed Tomography... - May 25th, 2026 [May 25th, 2026]
- Machine learning proves that graphene is hydrophobic - Phys.org - May 13th, 2026 [May 13th, 2026]
- Machine learning algorithm predicts AMD stock price on May 31, 2026 - Finbold - May 13th, 2026 [May 13th, 2026]
- Genetic association and machine learning improve the prediction of type 1 diabetes risk - Nature - May 1st, 2026 [May 1st, 2026]
- What Can We Expect From Machine Learning Predictions in Daily Clinical Neurology? - Neurology Live - May 1st, 2026 [May 1st, 2026]
- How Spam Filters Paved the Way for Adversarial Machine Learning - 150sec - May 1st, 2026 [May 1st, 2026]
- Real-Time Estimation of Numerical Rating Scale (NRS) Scores Using Machine Learning-Based Facial Expression Analysis: A Proof-of-Concept Study - Cureus - May 1st, 2026 [May 1st, 2026]
- Heriot-Watt researcher warns gen AI in machine learning carries serious and underestimated risks - EdTech Innovation Hub - May 1st, 2026 [May 1st, 2026]
- HS-SPME/GCMS and Machine Learning Enable Volatile Fingerprinting and Classification of Commercial Vinegars - Chromatography Online - April 12th, 2026 [April 12th, 2026]
- Role of Artificial Intelligence and Machine Learning in Diagnosing Knee Lesions: Where Are We Now? - Cureus - April 12th, 2026 [April 12th, 2026]
- CMML2AML: machine-learning discovery of co-mutations and specific single mutations predictive of blast transformation in chronic myelomonocytic... - April 12th, 2026 [April 12th, 2026]
- Machine-learning-based reconstruction of Ming-dynasty defensive corridors in Yuxian - Nature - April 12th, 2026 [April 12th, 2026]
- Have you published a disruptive paper? New machine-learning tool helps you check - Physics World - April 12th, 2026 [April 12th, 2026]
- Microsoft is automatically updating Windows 11 24H2 to 25H2 using machine learning - TweakTown - April 5th, 2026 [April 5th, 2026]
- Inside the Magic of Machine Learning That Powers Enemy AI in Arc Raiders - 80 Level - April 3rd, 2026 [April 3rd, 2026]
- We analyzed Philly street scenes and identified signs of gentrification using machine learning trained on longtime residents observations - The... - April 3rd, 2026 [April 3rd, 2026]
- Boston University To Apply Machine Learning To Alzheimers Biomarker And Cognitive Data - Quantum Zeitgeist - April 3rd, 2026 [April 3rd, 2026]
- Sony buys machine-learning company to help "enhance gameplay visuals, improve rendering techniques, and unlock new levels of visual... - April 3rd, 2026 [April 3rd, 2026]
- The Machine Learning Stack Is Being Rebuilt From Scratch Here's What Developers Need to Know in 2026 - HackerNoon - April 3rd, 2026 [April 3rd, 2026]
- Closing the Revenue Gap: Leveraging Machine Learning to Solve the $260 Billion Denial Crisis - vocal.media - April 3rd, 2026 [April 3rd, 2026]
- Machine Learning for Pharmaceuticals Set to Witness Rapid - openPR.com - April 3rd, 2026 [April 3rd, 2026]
- You Must Address These 4 Concerns To Deploy Predictive AI - Machine Learning Week US - March 30th, 2026 [March 30th, 2026]
- Google and the rise of space-based machine learning - Latitude Media - March 30th, 2026 [March 30th, 2026]
- Researchers use machine learning and social network theory to identify formation patterns in digital forums - techxplore.com - March 30th, 2026 [March 30th, 2026]
- Mayo Clinic Study Uses Wearables and Machine Learning to Predict COPD Rehab Participation - HIT Consultant - March 30th, 2026 [March 30th, 2026]
- Machine learning at the edge in retail: constraints and gains - IoT News - March 26th, 2026 [March 26th, 2026]
- AI agents are flashy, but machine learning still pays the bills - TechRadar - March 26th, 2026 [March 26th, 2026]
- Single-cell imaging and machine learning reveal hidden coordination in algae's response to light stress - Phys.org - March 26th, 2026 [March 26th, 2026]
- Machine learning analysis of CT scans - National Institutes of Health (.gov) - March 22nd, 2026 [March 22nd, 2026]
- TransUnion Machine Learning Fraud Tools Tested Against Weak Share Price Momentum - simplywall.st - March 22nd, 2026 [March 22nd, 2026]
- Machine learning could help predict how people with depression respond to treatment - Medical Xpress - March 22nd, 2026 [March 22nd, 2026]
- KR approves machine learning-based fuel reduction methodology - Smart Maritime Network - March 22nd, 2026 [March 22nd, 2026]
- Available solar energy in Andalusia will increase through the end of the century, machine learning model finds - Tech Xplore - March 22nd, 2026 [March 22nd, 2026]
- How Machine Learning Is Reshaping Environmental Policy and Water Governance - Devdiscourse - March 22nd, 2026 [March 22nd, 2026]
- Chemistry student uses machine learning to transform gene therapy production - The University of North Carolina at Chapel Hill - March 13th, 2026 [March 13th, 2026]
- AI and Machine Learning - City of Brownsville to build smart city safety solution - Smart Cities World - March 13th, 2026 [March 13th, 2026]
- AI and Machine Learning - London borough overhauls public safety infrastructure - Smart Cities World - March 13th, 2026 [March 13th, 2026]