Product-Aware AI Image Generation: Create Scroll-Stopping Visuals for Your Products

You know the drill. You've got a product to sell. You need images — not just any images, but ones that stop the scroll, tell a story, and make people want to click "Buy Now."

So you book a photographer (expensive). Or you fire up Photoshop and start compositing (exhausting). Or you paste your product into a generic AI image generator and get something that looks... vaguely like your product but also vaguely like a fever dream.

What if the AI already knew your product? Its name, its features, its price, what it looks like, what makes it special. What if it could generate a lifestyle shot, a promotional banner, or a social media post — all with your actual product front and center — just from a conversation?

That's exactly what the Product feature in BrandGene's Image Agent does.

What Problem Does This Solve?

Let's be blunt about what makes product marketing visuals painful:

The Content Treadmill — Instagram wants square. Pinterest wants vertical. Your website wants a hero banner. LinkedIn wants something professional. That's four different images for one product, and you needed them last Tuesday.

The Context Gap — Generic AI image generators don't know your product. You end up writing the same description over and over, manually uploading reference photos each time, and still getting results that miss the mark because the AI doesn't understand what you're actually selling.

The Brand Disconnect — Even when the image looks good, it doesn't look like yours. The colors are off. The vibe doesn't match. It could be anyone's product photo.

The Product feature solves all three. You set up your product once — name, description, selling points, photos, pricing — and the Image Agent remembers everything for the entire conversation. Every image it generates is automatically informed by your product's identity. No repetitive prompting. No context loss. No brand drift.

What You'll Learn in This Guide

By the end of this tutorial, you'll know how to:

• Set up a product profile with all the details the AI needs
• Select your product in the Image Agent and start generating
• Create different types of product visuals: lifestyle shots, ad banners, social posts, packaging mockups
• Use your own product photos as visual references for AI generation
• Combine product context with Brand DNA for fully branded output
• Write effective prompts that leverage the product context already loaded

Total time: about 15 minutes to set up, and then limitless creative output from there.

Step 1: Add Your Product to BrandGene

Before you can use the Product feature in Image Agent, you need to create a product profile. Think of it as giving the AI a complete briefing on what you're selling.

Head to Products and click Add New Product.

The Essentials

Product Name — What are you selling? "Aura Mist Facial Toner" is better than "toner" because the AI uses this name in every generation.

Category — Pick the category that best describes your product. Skincare, electronics, food & beverage, fashion — this helps the AI understand the visual conventions of your industry. A tech product and a luxury candle have very different visual languages.

Description — This is the most important field for image generation quality. Don't write marketing copy here — write what the AI needs to see. "A 100ml glass bottle with a rose-gold pump, containing a clear pink liquid. The label features minimalist typography on a cream background." gives the AI way more to work with than "Our bestselling facial toner."

Selling Points — Your Product's Superpowers

Click Add to enter your key selling points, one by one. This isn't a "nice to have" field — the AI actively uses your selling points when creating images. Ask it to make a promotional banner, and it will naturally highlight what makes your product special. Ask for a lifestyle shot, and it weaves your unique advantages into the visual narrative.

Great selling points are specific:

• "97% natural ingredients" beats "natural"
• "Charges in 15 minutes" beats "fast charging"
• "Handcrafted in Kyoto" beats "artisanal"

The more specific your selling points, the more precisely the AI can translate them into visual storytelling — making your images not just pretty but persuasive.

Pricing & Promotion

These fields aren't just for display — the AI uses them to understand your product's positioning and create visuals that match.

• Current Price — The AI uses this to gauge price positioning. A $12 everyday item and a $299 luxury product call for very different visual treatments — the AI adapts automatically.
• Original Price (optional) — Fill this in when you have a discount. The AI understands the gap between original and current price and creates visuals with urgency and value cues — think bolder compositions, dynamic layouts, and deal-oriented framing.
• Promotion Label — "Limited Time 40% Off," "New Arrival," "Back in Stock." When you ask for a promotional image, the AI already knows what promotion you're running — no need to repeat it in your prompt.

Product Photos — Your Visual References

This is where the magic really starts. Upload photos of your actual product:

Upload at least one main photo. You can upload up to 5 images — the AI will prioritize your main product shots first, so make sure your best photos are tagged as "Main."

Pro tip: You can also import product details automatically from a URL. Paste your product's listing page (Amazon, Shopify, your own site — anything with structured product data), and BrandGene will extract the name, description, images, and pricing for you. One click instead of manual entry.

Brand Association (Optional but Recommended)

If you've already created a Brand DNA in BrandGene, link it to your product. This means when you select this product in Image Agent, your brand colors, tone, and visual style automatically come along for the ride. Two birds, one selector.

Hit Save, and your product is ready.

Step 2: Select Your Product in the Image Agent

Open the Image Agent — your conversational AI image generator.

Look at the config bar at the top of the chat. You'll see three selectors:

1. Model — Choose between nanobanana pro (highest quality) or nanobanana 2 (faster, lower cost)
2. Brand — Select a brand DNA
3. Product — This is the new one. Click it.

A dropdown appears showing all your active products, complete with thumbnail images and categories. Click the product you want to work with.

What happens when you select a product:

• The chip turns green with your product's name and thumbnail
• If your product has a linked Brand DNA, the brand selector automatically updates too — and the standalone Brand selector becomes disabled, since the product's own brand takes over. No conflicting brand vibes.
• The AI now knows everything about your product — name, description, selling points, pricing, promotion, and your uploaded photos. You don't need to explain any of this in your messages.
• This context persists for the entire conversation — no need to re-explain anything

One important thing: once you send your first message with a product selected, the product is locked for that session (you'll see a lock icon replace the dropdown arrow). This is by design — it prevents accidental context mixing mid-conversation. To switch products, start a new conversation.

Step 3: Start Generating — The Fun Part

Now you just... talk to it. That's the whole point. The AI already knows what you're selling, what it looks like, what makes it special, and what your brand aesthetic is. Your prompts can be surprisingly simple.

Your First Product Image

Try something like:

"Create a lifestyle photo of my product on a marble bathroom counter with morning sunlight"

Notice what you didn't have to say: you didn't describe the product, its colors, its packaging, or its brand aesthetic. The AI already has all of that. Your prompt only needs to set the scene.

Types of Visuals You Can Create

Here's where product-aware generation really shines. Each of these would normally require a separate brief, separate assets, and separate generation. With the Product feature, they're all just one message away.

Lifestyle Photography

"Show my product being used by a woman in a cozy Japanese-style bathroom, soft warm lighting, editorial feel"

The AI references your product photos to get the visual details right — bottle shape, label design, color — and places it naturally in the scene.

Social Media Posts

"Create an Instagram post showcasing the key selling points with a clean, modern layout"

The AI pulls from your selling points ("97% natural ingredients") and creates visuals that communicate them without needing text overlays.

Promotional Banners

"Design a promotional banner for the current sale, 16:9 aspect ratio"

Because the AI knows your pricing and promo label, it can create urgency-driven visuals that feel authentic to the promotion.

Product Flat Lays

"Flat lay of my product with complementary items — fresh flowers, a linen towel, a ceramic dish"

Seasonal Campaigns

"Valentine's Day gift set concept featuring my product with romantic pink and red tones"

Before/After Concepts

"Show a split visual: chaotic morning routine on the left, calm and organized with my product on the right"

Why Your Product Photos Matter So Much

There's a huge difference between telling the AI what your product looks like and showing it. When you upload product photos, the AI doesn't just read your text description — it actually sees your product. Bottle shape, label design, colors, textures, packaging details — all of it.

That's why a product with uploaded photos consistently produces more accurate results than one with just a text description. The AI can place your actual product in a new scene, rather than imagining what it might look like.

The AI is smart about when to use your photos, too. For product-focused images (ads, lifestyle shots, promotional banners), it references your photos to get the details right. For abstract backgrounds or decorative elements, it skips them — because they'd be irrelevant.

Where you'll notice the biggest difference:

• Product placement in lifestyle scenes — the AI keeps your product's visual details true to reality
• Placing your product in different settings and environments while maintaining accuracy
• Ad creatives where product accuracy is non-negotiable

Step 4: Iterate Like a Creative Director

The best part of conversational image generation is the back-and-forth. You're not starting from scratch each time — you're refining.

Refine the scene:

"Love it, but make the lighting warmer and add some steam from a nearby coffee cup"

Switch the setting:

"Now place the product in an outdoor picnic scene, summer vibes, golden hour"

Adjust for platform:

"That looks great. Can you create a 9:16 version for Instagram Stories?"

Every message benefits from the same product context. The AI never forgets what you're selling.

Tips for Getting the Best Results

Change the Scene, Not the Product

One thing to keep in mind: AI image generation works best when it keeps your product's original appearance — the angle, proportions, and perspective from your uploaded photos. If you ask it to rotate your product 45 degrees, show it from the back, or reimagine the packaging in a new shape, the results can be hit-or-miss. Dimensions might shift, details might blur, and the product may not look quite right.

Our recommendation: focus your creative energy on changing what's around the product — the setting, the lighting, the mood, the story — rather than changing the product itself. That's where the AI shines.

"Place my product on a rustic wooden table in a French countryside kitchen" — great.

"Show my product from a bird's-eye view at a 90-degree rotation" — not yet reliable.

This is a limitation of the current generation of image models in general, not just ours. As models evolve, this will improve — and when nanobanana pro 2 arrives, we expect a significant leap in product fidelity across perspectives. Stay tuned.

Write Prompts That Complement, Don't Repeat

Since the AI already knows your product, use your prompts for what it doesn't know: the scene, the mood, the context, the story.

The left column wastes your prompt on information the AI already has. The right column adds new creative direction the AI can layer on top of what it knows.

Leverage Your Selling Points for Storytelling

Your selling points aren't just bullet points — they're visual stories waiting to happen.

• "Handcrafted in Kyoto" → Japanese-inspired settings, artisan workshops, zen aesthetics
• "Charges in 15 minutes" → Dynamic, fast-paced visuals, lightning motifs, tech-forward design
• "97% natural ingredients" → Lush botanicals, raw ingredients, earthy textures

The AI already knows these selling points and will naturally incorporate them. But you can also lean into specific ones by mentioning them in your prompts.

Think in Campaigns, Not Single Images

Instead of generating one image at a time, think about what a full campaign needs:

1. Hero image — The showstopper for your landing page or ad
2. Lifestyle shots — Product in different real-world settings (3-4 variations)
3. Social carousel — Different scenes or use cases for Instagram
4. Story format — Vertical content for Stories/Reels/TikTok
5. Seasonal variants — Holiday, summer, back-to-school themed visuals

You can generate all of these in a single conversation, and they'll all be visually cohesive because they share the same product and brand context.

Combine with Brand DNA for Maximum Impact

When your product has a linked Brand DNA:

• Colors from your brand palette influence the visual tone
• Aesthetic keywords shape the art direction
• Brand values subtly inform the mood and messaging
• Logo can optionally be included in generated images

This means your product images don't just look like product photos — they look like your brand's product photos.

Real-World Example: From Zero to Launch-Ready in One Session

Let's walk through a realistic scenario. You're launching a new skincare product — Aura Mist Facial Toner — and you need visuals for your launch.

Setup (5 minutes):

• Create the product in BrandGene with description, selling points, and 3 product photos
• Link it to your existing "Aura Beauty" Brand DNA

Image Agent session (10 minutes):

Message 1:

"Create a hero product shot with a dreamy, ethereal background — soft pinks and golds, floating botanicals"

Message 2:

"Beautiful. Now a lifestyle shot — woman applying the toner after a bath, editorial style, soft focus background"

Message 3:

"Let's do an Instagram carousel concept: 3 different settings — bathroom shelf in morning light, bedside table at night, and travel pouch in a hotel room"

Message 4:

"One more — a promotional banner for the launch sale, 16:9, with a premium feel"

Result: 6+ polished, brand-consistent, product-accurate visuals ready for your launch. All from one conversation. All connected to your actual product data.

Compare that to the traditional workflow: brief the photographer, schedule the shoot, wait for edits, realize you forgot the Pinterest version, start again...

Frequently Asked Questions

How many products can I add? As many as you need. Each product is its own profile with its own context. Switch between products by starting new Image Agent conversations.

Can I use this without Brand DNA? Absolutely. The Product feature works independently. Brand DNA is an optional layer that adds brand-level consistency on top of product awareness.

What if I update my product details? Updates are picked up automatically. New conversations will always use the latest product info. If you're in an active conversation, start a new one to use the updated details.

Does selecting a product cost more credits? Selecting a product itself is free. When the AI uses your product photos as visual references (which it does automatically for product-related images), a small additional credit cost applies — but the accuracy improvement is well worth it. You'll see the estimated cost before each generation.

Can I use this for services, not just physical products? Yes. The Product feature works for anything you're selling — physical products, digital products, services, experiences. The "description" and "selling points" fields are flexible enough to describe any offering. For services, the description field becomes even more important since there's no physical product photo to reference — describe the visual identity and feeling of your service.

Can I select both a product and a separate Brand DNA? If your product already has a linked Brand DNA, that brand applies automatically when you select the product. If your product doesn't have a linked brand, you can select one separately from the Brand selector.

How many product photos should I upload? Up to 5. Upload your best main shot, 1-2 scene photos, and a detail shot if you have one. Quality beats quantity — one excellent main product photo often outperforms five mediocre ones.

What's Next?

Now that you know how to generate product-aware images, here are some natural next steps:

• Set up your Brand DNA if you haven't already — it pairs powerfully with the Product feature
• Create an ad campaign using your generated product images — the Campaign Tutorial walks you through it
• Explore advanced prompting techniques to push your product visuals even further
• Add more products and build a visual library for your entire catalog

Ready to make your product the star of every image? Open Image Agent and select your product to get started.