Top AI Apps for Product Photography Mockups & Pre-Shoot Visualization

Generative AI is coming on in leaps and bounds, with a wave of new AI tools for e-commerce photography reshaping how product images are planned and produced.

One particularly useful application is pre-shoot visualization — using AI-generated mockups and virtual product scenes to plan, test, and refine shots before the camera ever comes out.

When it comes to choosing the top apps for pre-visualization, it depends on what you need to achieve and what your budget is.

There are options for everyone, whether you’re an individual with an e-commerce business or a large agency looking after multiple client stores with large product catalogs.

Here are my top four apps for planning e-commerce and product photoshoots, and the reasons why they might be for you.

1. Canva

Why Did I Pick It?

What I love about Canva is its accessibility. Almost anyone – including total beginners – can start working with this tool and use it to make professional-level mockups and pre-shoot visualizations quickly and easily.

Its drag-and-drop interface is a joy to work with, and there are plenty of helpful guides and tutorials to introduce you to the various features and resolve any issues you might encounter.

It’s a great starting point and ideal for photographers who want a simple, efficient way to create mockups and plan product photoshoots in advance, using ready-made templates as a baseline for real-world shots.

What Are the Negatives?

While I haven’t experienced much of this myself, I know that some users have reported issues with Canva’s speed and reliability.

Notably, there have been reports of it being quite slow to generate images, and it can lag a little when you start getting into more complex mockups or pre-shoot visuals.

The fact that this tool is quite straightforward may also be seen as both a positive and a negative; on the one hand, it means that Canva is very beginner-friendly, but more advanced users may find that it fails to offer the levels of customization and control they desire.

Who Is It For?

Canva can work for anyone, but it’s arguably best for beginners and those looking for a good starter-level tool for pre-shoot visualization.

Those with more experience in this domain may find it a little too simplistic, but many users will appreciate its intuitive layout and user-friendly features.

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Pricing

Canva is generally free to use, with limitations, and you can work with its mockup generator to create or modify your own mockups and concepts without having to spend any money.

You can also subscribe to a Pro plan or Business plan for either US$120 per year or US$200 per year, respectively, unlocking premium content and additional tools and features.

2. Krea AI

Why Did I Pick It?

Krea AI is one of the best all-round AI tools for pre-shoot visualization in e-commerce, because unlike others, it doesn’t just make images; it can also create animations, videos, and 3D model mockups of the products you intend to photograph and market.

This gives you lots of ways to prepare your shoots and find the perfect ways to capture your products and promote them in the best possible light.

Not only that, but Krea AI isn’t just a single tool; it’s a platform that gives you access to many of the best AI generators of the moment, including Runway, Luma, Flux, Gemini, Veo, and others.

With so many models to choose from, it’s easy to find those that best align with your needs and skills.

And with so much power at your fingertips, Krea AI can quickly become the only AI platform you need, not just for pre-shoot visualization but also for the generation of marketing visuals and other supplementary content to go along with your real-world product pictures.

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What Are the Negatives?

The negatives I’ve found with Krea AI from personal experience and reviewing other users’ opinions include the fact that it can feel a little overwhelming to have so many different models at your fingertips.

Users may not know quite where or how to start, which can lead to wasted credits and confusion, and the steep learning curve associated with some of these models may put off new users.

Who Is It For?

Krea AI is for users who find other tools a little too restrictive or lacking in power.

It’s enormously flexible, since there are so many models to work with, so you can easily use this tool to plan almost any kind of e-commerce photoshoot, whether it’s for an everyday item or something much more specific and obscure.

Pricing

Krea AI’s Basic plan is currently priced at just US$7 a month and provides 5,000 compute units (credits) monthly, though it has some limitations.

For more intensive usage, the Pro plan is available for US$28 per month and provides 20,000 compute units.

Or, you can opt for the flexible Max plan that lets you choose exactly how many credits you get per month, from as low as 40,000 up to 100,000, and brings other benefits like high-priority queues.

3. Mockey AI

Why Did I Pick It?

Mockey is an ideal entry for this list as it was built with mockups in mind, and I’ve personally found it a very helpful tool when I’m preparing for shoots of items like bags, boxes, and items of clothing.

It’s quick, which is a huge plus, as it helps me make mockups in a matter of minutes and use them as reference points and inspiration later on when organizing my shoots.

It’s also intuitive, like Canva, making it a fine tool for all users, from beginners to more seasoned photographers.

What Are the Negatives?

There aren’t too many downsides to Mockey, though it’s worth noting that the Free plan – despite being a good way for new users to see what the platform has to offer – is extremely restrictive and won’t let you create much content.

The same applies to the Starter plan, which doesn’t actually give you any AI generation credits, so you have to pay extra or sign up for one of the more expensive plans to really get much use out of this tool.

Some users have also complained that, despite having quite a large library of product types to work with, Mockey still has some gaps and isn’t suitable for creating concepts or pre-shoot visuals of more niche items.

Who Is It For?

Mockey works well for those who want to plan out their shoots or make mockups of common everyday goods, such as apparel, baby goods, accessories, homeware, tech products, and so on.

Whether you’re planning product photography of T-shirts or phone cases, this platform will help you map out the angles, backgrounds, and ideal lighting setups to get the shots you crave.

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Pricing

Mockey offers no fewer than five pricing plans, starting off with a free plan that new users can use to test the waters of this tool and experiment with some of its features.

The Starter plan starts at US$7.90 per month, but doesn’t provide any AI credits, so you’ll still have to pay extra to actually generate concepts and mockups.

With that in mind, the Creator plan, starting at US$15.20, is arguably the baseline as far as professional users are concerned, as it comes with 1,800 credits a year.

You can also opt for the Elite (US$39.20 per month) plan for 6,000 yearly credits or the Forever lifetime access plan, which demands a one-off US$199 payment and gives you 1,000 credits and the option to buy more as and when required.

4. Adobe Firefly

Firefly is a suite of generative AI models created by Adobe, the company behind Photoshop and Illustrator.

Unlike both Mockey or Krea AI, which are specialized product scene generation applications, Firefly is an all-in-one creative platform that excels due to its deep integration into the Adobe Creative Cloud ecosystem.

Why Did I Pick It?

The biggest plus is that Firefly’s features (such as Generative Fill and Generative Expand) are embedded directly into Adobe’s flagship products, such as Photoshop, Illustrator, and Express, which means users can use the tools right inside their professional workflow, without needing to switch between apps.

The in-image editing capabilities are advanced. Features like Generative Fill allow for incredibly precise edits like object removal and adding elements via text prompt, giving users a high level of control over creative output.

One of the great features of Firefly is its ability to take reference images you upload and copy the style and structure of them.

This is highly useful for brand consistency. It means you can generate an AI image via prompt, alter and edit it until you’re fully happy with the outcome, and then set that image as a reference for all subsequent images in a series, helping you craft consistent pre-shoot visuals both now and into the future.

• How to Use Adobe Firefly for Image Generation

What Are the Negatives?

Perhaps the biggest drawback is Adobe’s pricing and subscription model for Firefly.

There are three paid tiers, and each operates on a credit system. Typically, features like generative fill will use one credit per generation. Other tasks will use three or five credits per generation.

For many users, this will mean paying for the top tier, which many will consider prohibitively expensive.

Because Firefly aims to do a lot, with many of its tools still in development, there are some inconsistencies. I particularly noticed that the AI struggled with photorealism with more complex details, such as hands, faces, and the interaction between hands and objects.

Some results were unnatural-looking and inconsistent, which can cause issues when you’re trying to bring these visuals to life in your photoshoots.

I also noticed some text-rendering discrepancies, and it seems users report this in reviews, notably that the AI model still often struggles to accurately render signs, text, and labels, requiring post-production manual editing and correction in Photoshop.

Video generation is currently limited to five-second clips, and these do eat up credits, with only the top tier offering anything substantial for organizations and agencies that need to produce a lot of video content per month.

Who Is It For?

Firefly is best suited to professionals, marketing teams, and businesses that are already integrated into the Adobe ecosystem.

It suits those individuals and organizations looking for commercially safe, high-quality, scalable creative content, but who aren’t concerned about price.

This is less a standalone image generator and more of an AI co-pilot that integrates into your workflow.

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Pricing

The Standard tier starts at US$9.99 per month and includes 2,000 credits, which allow you to generate up to 20 five-second videos or translate 6 minutes of audio. The Firefly mobile app is also included.

Next is the Pro tier for US$19.99 per month, which comes with 4,000 credits, so you can generate up to 40 five-second clips or translate up to 13 minutes of audio. It includes the Firefly mobile app, along with Adobe Express Premium and Photoshop mobile apps.

Firefly’s Premium tier comes in at US$199.99 per month, giving you everything from the Pro tier, but with 50,000 credits to generate up to 500 five-second clips or translate 166 minutes of audio each month.

Final Thoughts

When it comes to choosing an app for generative photo creation, it’s very much a subjective task.

As a photographer, I am drawn to apps like Krea AI; I’m not looking for something as in-depth as Adobe Firefly, and I tend to use AI as a co-pilot tool, rather than a replacement for photoshoots.

It does very much depend on what you need to do and what discipline you’re approaching it from. For non-photographers, I can see the merits of a complete system that negates any actual photography, allowing you to generate everything via AI.

For large organizations that already use products like Adobe, Firefly is a natural add-on that will work seamlessly, but it’s expensive and overkill for individuals and smaller companies.