ok so, in my experience, most AI is just for art. for ads, you need 'product-aware' AI so branding doesnt look wonky. unfortunately midjourney is messy for this, so i'd suggest these:

- Flair AI for realistic placement
- AdCreative.ai for ad layouts

it's basically a cheap virtual studio and way more cost-effective than a pro photographer, you know? gl!

Curious about one thing: are you doing mostly tabletop shots or full lifestyle scenes with models?? Honestly, I'm highkey paranoid about brand safety—if the product looks even a *little* off it loses trust. I've been pretty satisfied with these for keeping things looking legit:

* Pebblely Pro - great for realistic surfaces
* Booth.ai - awesome for lifestyle backgrounds

These actually work without that weird AI shimmer lol. Let me know!

Basically, standard generators fail cuz they dont respect lighting geometry. To avoid that 'AI look,' u need tools that handle subject isolation and shadow depth correctly.

Here's what I recommend:
* Mokker.ai - best for high-res lifestyle scenes
* Flair AI - great for precise product positioning

Both options keep ur branding sharp while making the background look legit... gl!

Exactly what I was thinking

Bump - same question here

This ^

yo! saw this a few hours ago and finally have a sec to reply!! honestly, i’ve been in marketing for like a decade but i’m still totally a newbie with these specific AI tools, so take this with a grain of salt lol. but i've been trying to save my budget lately and found a few things worth checking out...

1. Canva Magic Studio vs Photoroom: Canva is basically free if ur already paying for Pro, which is amazing!! Photoroom is apparently better for specific product backgrounds tho, i think?
2. Adobe Firefly vs Leonardo.ai: Firefly is great cuz it fits into the stuff i already know, but Leonardo is literally insane for high-res creative vibes.

pros/cons:
• Canva: Super cheap & easy / lower 'pro' feel sometimes
• Photoroom: Perfect for products / another monthly sub price 🙁
• Leonardo: HIGH quality visuals / kinda confusing for me still

Best choice? i'd say start with Canva's tools first to save cash and see if it hits the mark!! gl!!

So I'm basically a total beginner at this and honestly I've been pretty nervous about using AI for actual client work - I dont want to ruin my reputation with something that looks fake. I spent a few days doing these little performance tests - basically trying to see which tools could handle 10 different prompts without messing up the product's shape or the labels. Here's what I've been experimenting with during my journey: - Recraft.ai - I found this one is really good for keeping things 'clean' and consistent. It didnt seem to warp the product as much as the others I tried, which is my biggest fear tbh. It handles the 'marketing' look without getting too weird with the geometry.
- Krea.ai - I've been using this specifically for their 'Enhancer' feature. I noticed that some generators make things look a bit blurry or 'plastic-y', but running them through here seems to fix the resolution issues and makes the textures look more legit for high-res needs. I'm still trying to figure out if these are safe enough for high-res ads though - like, I'm constantly worried about the lighting looking weird? But so far these have been the most reliable for me.

Building on the earlier suggestion, I have to say I am dealing with this exact same headache and it is honestly so draining. I have been hunting for a solid fix for about three months now and still havent found a workflow that actually works for a professional setup.

• My biggest issue is the compatibility between the AI lighting and our existing product assets because they never seem to blend naturally.
• I am super cautious about anything that messes with our color profiles or file formats since it makes the whole campaign look disjointed.
• It is just really frustrating that there is no straightforward way to keep everything consistent without it looking like a cheap job.

saw this a few hours ago and yeah... the frustration is real. honestly its ridiculous how much these companies charge for subscriptions when the tech still feels like its in early alpha half the time. its like they all use the same marketing buzzwords but none of them actually deliver on the physics-based lighting they promise. drives me crazy.

• prices keep going up while the outputs stay mediocre
• customer support is basically non-existent when the generative fill bugs out
• its such a scam that we have to burn through hundreds of credits just to get one shot that doesnt look like a fever dream before i geek out on some potential fixes tho, i gotta know: what kind of source resolution are you working with for the product files? like are you uploading high-bitrate raw files or just basic pngs? also what kind of hardware are you running this on or are you strictly looking for cloud-based? just wanna make sure i dont suggest something that wont actually scale for your workflow.