At this stage, I conducted hands-on competitor research by downloading and personally using each app. I reviewed their App Store product pages and analyzed their active ad creatives through Meta Ads Library. I also studied their paid and organic content across TikTok and Instagram. This helped me build a grounded understanding of how each competitor communicates, converts, and retains users.
What I noticed is they track what's trending globally and build creatives around it in real time. Their entire active ad set right now is split across two major moments of peak popularity: FIFA World Cup 2026, which is currently ongoing, and Toy Story, which has a new film just released. Stadium moments, Panini-style player cards, country flag visuals, couple cam interactions on the football side, and a separate creative cluster built around Toy Story. The product is never explained in any of the ads. AI is never mentioned. This tells me they have a very deliberate content calendar tied directly to what's trending in the world.
Every ad leads with the finished output. The viewer sees the result before reading a single word, that's the outcome-first hook. The "Your Photo" circle in the corner is a well-established identity hook technique: it anchors the viewer into the scene rather than letting them watch someone else's transformation, which is exactly what pushes the emotional pull past the three-second mark.
I observed predominantly 15-20 second vertical videos across the active set. The dominant approach is trend-jacking through scene insertion: World Cup creatives use stadium moments, player visuals, and couple cam interactions, while a separate cluster does the same with Toy Story. Both rely on the same underlying technique but target completely different emotional territories. Beyond trend content, I also saw a split-screen transformation format showing the original photo next to the final result, and a Panini collector card as a static aspirational creative.
What I see as the clearest strength is their speed: 180 active Meta ads and they're already in market with creatives tied to two of the biggest trending moments right now. I also noticed they're running hook variations across creatives, some with minor tweaks to the opening frame and some with completely different entry points. That kind of systematic variation is how you find metric winners fast.
Where I think they're leaving performance on the table: everything I observed is built on trend moments. This works while the trend is alive, but when the trend fades, performance has nothing to fall back on. What I'd push for next is a curiosity-driven direction that doesn't depend on what's trending. TikTok-style text hook formats are an untested angle, and so is UGC: a creator speaking directly to camera in the first three seconds before revealing the output is a format they haven't touched at all.
GIO is the most active advertiser of the three, with 550 active Meta ads and the widest creative variety I observed. What they're selling is personalization: every creative I saw is tied to a personal occasion, a birthday, an engagement, an anniversary. These aren't random themes, they're emotional moments every user will eventually have, which makes the whole creative system inherently evergreen. The other thing that caught my attention is the language execution. I saw creatives in English, Spanish, Russian, and Portuguese, with translated copy and CTAs specific to each market. This isn't just geo-targeting the same video to different countries, it's real localization at scale.
The most interesting format I observed is the reaction video: a woman watches her own AI-generated birthday photoshoot in a small face-cam in the bottom-left corner while the output plays on the main screen. The hook text reads "How to make this viral birthday photoshoot." This is doing several things at once: the face-cam reaction creates social proof in real time, the "how to" framing turns a passive view into an active question the viewer wants answered, and the slow camera zoom toward the subject in the first seconds locks attention before the viewer has a chance to scroll.
I observed predominantly 15-17 second vertical videos throughout the active set. The standout format is the reaction/face-cam creative where the creator watches their own AI output in real time, paired with a "how to" tutorial hook. Beyond that I also saw UGC talking-head creatives with people speaking directly to camera, and aspirational output creatives leading with the final photoshoot result. Each of these formats gets applied to the occasion theme and varied across multiple hooks and bodies.
With 550 active ads GIO runs the highest creative volume of the three, and the variety reflects it. They've found a repeatable formula: take a personal occasion, show someone's real reaction to seeing their AI output, add a "how to" hook, and let the emotional pull of the moment do the work. Occasion-based content is an inherently strong foundation because personal milestones don't expire and they carry high emotional stakes for the viewer.
If there's one direction worth exploring, it's pulling fresh hook formats from TikTok organic trends and layering them onto the existing occasion framework. The creative system is already strong enough to absorb new formats without losing its core identity.
Glam AI's strategy is built on one repeatable idea: pick a globally viral visual trend or scenario, put the user inside it, push the install. Rooftop photography, Barbie transformation, cinematic rain shoot, birthday portrait. The theme changes, the structure does not. What stands out is not just the concept but how they execute it. Some creatives are fast, heavily edited videos with no explanation, just strong visuals cut to music. Others walk the viewer through the upload flow in a few quick steps. The fact that they run both successfully shows they know exactly how long a viewer needs to be convinced, and they match the format to that window.
Trend-forward creatives open with urgency: "the trend is blowing up and your version is next," "try it before everyone else." Others open with a challenge to the viewer's perception: "AI or real, can you even tell?" The curiosity version is the sharper hook because it creates doubt before the viewer has decided anything. Both approaches share the same goal: the first three seconds stop the scroll before the product is even explained.
The biggest strength is their understanding of pacing. They run fast edit-heavy creatives for viewers who need one strong visual to convert, and short tutorial creatives for viewers who need to understand the product first. Matching the format to the decision stage is something most competitors in this category do not do. The beat-synced editing also does real work: when a cut lands on a rhythm cue with a strong visual, the viewer registers quality before they have processed what they are watching.
The gap is audience range. Every creative reads as aspirational and adult, there is no playful or younger-skewing angle in the set. Fun motion-tracked edits tied to specific app features could bring in a different viewer without changing the product promise.
Three ad concepts developed for Aura, each targeting a distinct viewer intent: emotional connection, product utility, and trend participation.
| Tool | Impression |
|---|---|
| Nano Banana 2, GPT Image 2, Flux | AI image generation |
| Adobe Photoshop | Scene editing and final composition |
| Kling 3.0 (Motion Control) | AI video generation from still scenes |
| Adobe After Effects | Video editing, compositing, packshot design, app icon animation, fluid background |
| CapCut | Hook text, on-screen text and transition effects |
| Claude, ChatGPT | Prompt generation, edit instructions, creative briefs |
I would see this as a sign that the creative is strong at grabbing attention, but not strong enough at converting that attention into a download. The emotional transformation angle is probably working because people are interested enough to watch or click. However, the low CVR tells me that users may enjoy the transformation, but they are not fully convinced to install the app yet. The gap is probably between curiosity and trust. The ad creates a "wow" moment, but it may not clearly answer why the user should download Aura, how the app works, or whether they can get a similar result themselves.
I would not change the emotional direction completely, because the high CTR shows that the concept is able to attract attention. But I would make the creative feel more useful and believable after the hook. My main change would be to connect the transformation more clearly to the product. Instead of only showing a beautiful AI result, I would show why Aura is worth downloading: what the user uploads, what they get, and how many different outputs they can create. I would also add more natural before/after moments, quick app UI shots, and a clearer CTA.
For the next ad production, I would focus on building a stronger connection between the hook, body, and packshot. The structure should include a strong hook, a well-paced body that clearly introduces the app, and a final packshot that connects the whole message with a clear CTA. To understand what improves CVR, I would create multiple versions: one with a more emotional story, another with a product demo at a more ideal tempo, and another focused on animated outputs for social media use. My goal would not only be to make users think "this looks amazing," but to make them think "I want to try this with my own photo."
for taking the time to review my case study and presentation.
