AI is advancing quickly, reshaping how agencies and advertisers manage paid media campaigns. While Meta’s shift to AI-driven campaign management introduces efficiencies and scale, it also brings reduced control and transparency.
In its current state, some of Meta’s AI developments can create challenges for advertisers, particularly early-stage or mid-stage brands, or those in heavily regulated industries and restricted categories. At the same time, others are seeing positives in efficiency and scale. Pollinate is adapting our strategic approach as Meta’s AI evolves, while recognizing that its long-term value will depend on Meta improving transparency or delivering higher-level success.
Read on for an analysis of Meta’s Advantage+ AI enhancements, the impact and what you should monitor as platform features evolve.
Where Things Stand
As ad platforms continue to roll out AI-driven tools, advertisers increasingly face fundamental shifts in how creative is rendered, campaigns are structured, and ad delivery is optimized.
For walled-garden comparison, Google has been integrating AI and machine learning into bidding strategies, audience targeting, and campaign types for years — and programmatic DSPs are touting their AI tech, creating a sea of nearly indistinguishable offerings. In an effort to increase efficiencies for advertisers and compete with other automation-first platforms, Meta is now following Google’s lead with their comprehensive Advantage+ suite.
While these AI enhancements can save time and be effective, we’re also seeing creative output and targeting adjustments that. Right now, it’s also important to know that campaign setup increasingly encourages the use of Advantage+ features. Many AI settings are auto-selected by default, re-enabled after ad duplication, or just generally challenging to override. For example, in October 2025, we counted nearly forty Advantage+ settings that were pre-selected by default (one campaign, two ad sets and six newsfeeds) – many of which reactivated after duplication.
With Meta’s Advantage+, results may vary:
A Measured Approach
It’s critical to understand the tools embedded in Meta’s Advantage+ suite and best practices for effectiveness (while advertisers call for more transparency).
At Pollinate, we’re taking a measured approach, adopting the new structural best practices where it makes sense, while maintaining human oversight.
1. Understand Advantage+ & Structural Set-Up
Advantage+ prioritizes simplicity, with the goal of maximizing efficiency (lower CPAs, CPCs, etc). Its primary focus is campaign consolidation and broad targeting, moving advertisers away from granular test targeting and controlled placement delivery.
2. Cost-Benefit Analysis
Assess each Advantage+ suggestion for potential business impact. Review ad previews for creative quality, adherence to brand guidelines, compliance with category restrictions, and alignment with campaign goals. Note: The below selections are not a universal recommendation, just an illustration of options. Choose wisely for your brand’s needs!
3. Ongoing Testing, Monitoring & Adjustments
As Meta’s AI evolves, it’s important to remain adaptable while maintaining
human oversight:
- Measure campaign success both holistically and granularly in platform to understand business impact.
- Test Advantage+ features, where it makes sense for your business, and evaluate results for future optimizations.
- Implement thorough QA practices prior to launch, and throughout the flight.
Tips for human oversight:
- Leverage bulk editing the ad level to save time when dealing with a high volume of assets. Reminder: All of the ads selected in bulk editing must be the same ad format/placement type.
- Revisit after campaign set-up is complete for thorough QA prior to launching.
- Activate 1st or 3rd party audiences as layered safeguards to support targeting accuracy.
Looking Ahead
Meta has stated that their vision is to fully automate advertising with AI by 2026. Recognizing that path may not be linear, the Pollinate media team wants to see one of the following outcomes to ensure the benefits of Meta’s AI outweigh the risks:
Path A: Algorithm Transparency & Results
Explainability & Detailed Reporting: A clearer understanding of why AI driven optimizations are made, allowing for more actionable insights.
Measurable Results: Demonstrated improvements in cost-efficiency and ad effectiveness that are attributable to AI optimizations.
Creative Integrity: AI-enhanced ads that support the original creative intent and remain authentic to consumers (with QA safeguards to ensure alignment).
Path B: Manual & Accessible Controls
Less Likely Long Term: Controls maintained across the platform, placement, audience targeting and creative levels of campaign set-up to manually prevent misaligned or off-brand campaign delivery.
Need Pollinate’s expertise on the quickly evolving media AI landscape? Reach out.
At Pollinate, we help retailers not just survive, but thrive during periods of economic uncertainty. Founded in 2008 during The Great Recession, we have a proven track record of helping brands build lasting customer loyalty while increasing sales, especially when competition is tough.
The brands best positioned to weather market conditions—of any kind—are the ones who ask themselves, “What’s next? How can we differentiate ourselves?” That’s why Pollinate’s core tenets are curiosity and adaptability—because defining your brand in a shifting economic climate requires constant evaluation.
Time to Soar
Using a SOAR (Strengths, Opportunities, Aspirations, Results) analysis to define your position allows us to focus on new avenues of thought that could help your business adapt to the upcoming economic uncertainties.
Unlike a SWOT analysis which uses Opportunities and Threats, a SOAR analysis uses Aspirations and Results. This positive sentiment shifts the discussion to what’s going well, areas for growth, building out long-term goals, and setting KPIs that will track your progress toward those goals.
Maintaining a long-term mindset as you define your brand builds resilience against what the market may throw at you. Like, for example, a pandemic. Has your business evolved since 2020? Of course it has—because a brand shouldn’t stay idle. The truth is, the retail landscape is ever-shifting; a “set it and forget it” attitude won’t allow for flexibility in the face of varying marketing conditions.
Using a SOAR (Strengths, Opportunities, Aspirations, Results) analysis to define your position allows us to focus on new avenues of thought that could help your business adapt to the upcoming economic uncertainties.
Unlike a SWOT analysis which uses Opportunities and Threats, a SOAR analysis uses Aspirations and Results. This positive sentiment shifts the discussion to what’s going well, areas for growth, building out long-term goals, and setting KPIs that will track your progress toward those goals.
The best brands ask themselves, “What’s next? How can we differentiate ourselves?”
Pollinate specializes in collaborating with brands to navigate the changing retail landscape. A well defined brand builds consumer confidence, which assists with customer acquisition and retention.