Start here
Turn a product photo into your first AI UGC video
A practical Drizzle walkthrough: choose a product photo, brief your character, review the output, and prepare a vertical product video.
3 min read
Read the guideThe Drizzle blog
Good creative starts
with a clear idea.
Practical notes on making product content. Better references, clearer briefs, and videos worth sharing.
Product photography
A product photo checklist for AI video
Check framing, colour, product details, and reference angles before turning a listing photo into AI creative with Drizzle.
3 min read
Read articleCreative strategy
Write fashion product hooks around what you can show
Four practical hook formats for clothing content, with example openings and the product shots each one needs.
3 min read
Read articleCreative strategy
Plan a week of product content around one item
Build a manageable content plan from one product: choose useful angles, reuse an approved character, and keep track of each version.
3 min read
Read articleCreative strategy
Product slideshow or video? Choose by what you need to show
Choose between a product slideshow and an AI video by matching the format to details, movement, styling, and your review process.
3 min read
Read articleVideo workflows
Choose a useful motion reference for a product video
Prepare a motion reference for Drizzle: choose a clear movement, match the character framing, and inspect the garment through the final clip.
3 min read
Read articleCreative strategy
How to benchmark the cost of an accepted AI video
The useful production number is cost per accepted clip. A provider’s price per second leaves out rejected takes, preparation, and editing.
2 min read
Read articleCreative strategy
When a focused creative workflow saves work
A focused tool is useful when it reduces the work between your source asset and an accepted creative. The number of features alone does not answer that question.
2 min read
Read articleCreative strategy
How to choose an AI UGC tool in 2026
Choose a tool around the asset you have and the creative you need. A product photo, a presenter script, and an existing video lead to different shortlists.
2 min read
Read articleCreative strategy
Three UGC-style script templates for product ads
A useful template organizes a truthful product story. It should leave room for real details instead of inventing an experience for the presenter.
2 min read
Read articleCreative strategy
What makes AI product creative look unconvincing?
Viewers can notice a mismatch before they can name it. Review the product, movement, speech, and implied story as separate parts of the creative.
2 min read
Read articleCreative strategy
How many UGC ad ideas should you test?
There is no universal number of ads that makes a campaign ready to scale. Match the number of ideas to the budget, conversion volume, and question you can actually answer.
2 min read
Read articleCreative strategy
What is a good CTR for a UGC-style ad?
A useful CTR is defined consistently and connected to a business outcome. A universal percentage can mislead when click types, placements, offers, and audiences differ.
2 min read
Read articleCreative strategy
What belongs in the cost of a UGC ad?
The full cost includes production, rights, revisions, and preparation. Media spend is a separate budget, and the cheapest raw take may not be the cheapest usable ad.
2 min read
Read articleCreative strategy
When to use AI creative and when to hire a creator
Choose based on the evidence and performance the ad needs. Generated product scenes and real creator demonstrations have different strengths and obligations.
2 min read
Read articleCreative strategy
Write product hooks that lead into a useful ad
A hook should make the right viewer curious about a promise the rest of the ad can fulfill. No opening line guarantees a conversion.
2 min read
Read articleCreative strategy
How to script a 30-second product ad
Thirty seconds is enough for one product idea, a visible detail, and a clear next step. Write against the shots instead of filling every second with sales copy.
2 min read
Read articleCreative strategy
A practical ecommerce creative testing framework
Build a test around one question, one product promise, and a decision you can explain afterward.
2 min read
Read articleCreative strategy
Diagnose an AI product ad that is not converting
Follow the shopper’s path before making another batch of videos. The failure may sit in delivery, the opening, the offer, or the destination.
2 min read
Read articleGetting started
Make a product creative for a TikTok Shop campaign
Begin with the exact listed product and one visible feature. Build the creative, listing match, and disclosure review as parts of the same task.
2 min read
Read articleProduct photography
How to review a product-in-hand AI video
A hand touching a product makes errors easier to see. Start with a simple hold and inspect contact, scale, and construction before attempting a demonstration.
2 min read
Read articleVideo workflows
Build a talking-head product ad around a clear role
Decide whether the speaker is introducing the brand, explaining a feature, or describing a real experience. That role determines what the script can honestly say.
2 min read
Read articleGetting started
Make a UGC-style product ad with AI
Use a product reference, a truthful brief, and a small reviewable scene. The informal style does not require inventing a customer or a testimonial.
2 min read
Read articleCreative strategy
Choosing an Arcads alternative for your creative workflow
Start with the part of your current workflow that needs improvement. A replacement should solve that problem on a real brief, not merely list more features.
2 min read
Read articleCreative strategy
Three product ad examples you can adapt
These are original storyboards for fictional products. They illustrate structure and review criteria, not customer campaigns or measured conversion results.
2 min read
Read articleCreative strategy
Choose an AI video workflow for a Shopify store
A Shopify seller needs creative that matches the exact product page. Start with catalog accuracy, revision effort, and the destination rather than a universal “best” label.
2 min read
Read articleTools and models
How to evaluate an AI model for lip sync
Use the same authorized portrait and approved audio where possible. That makes the comparison about animation rather than different scripts, voices, and recording quality.
2 min read
Read articleCreative strategy
Free vs paid AI video workflows: what to compare
A free tier can help you understand a workflow, but production suitability depends on export rights, limits, repeatability, and the work needed after generation.
2 min read
Read articleVideo workflows
Make an AI product demonstration that stays accurate
A demonstration should explain how the actual item looks or works. Build the simplest motion that can answer the viewer’s question and verify it against the source.
2 min read
Read articleGetting started
Turn a product listing into a reliable creative brief
A listing URL can organize product information, but an ad still needs a chosen variant, verified claims, a visual plan, and a destination check.
2 min read
Read articleTools and models
Write a clear Veo 3.1 product-scene prompt
Separate the product reference, visible action, camera direction, and sound. A concise scene is easier to evaluate than a prompt full of competing effects.
2 min read
Read articleCreative strategy
Plan Black Friday 2026 creative around approval deadlines
Work backward from the offer launch and fulfillment promises. Generation is one step; product accuracy, revisions, rights, and destination checks also need time.
2 min read
Read articleProduct photography
What an image-to-video workflow needs from your product photo
The source should make the product’s identity easy to see. Missing edges, tiny labels, and ambiguous scale leave room for details you did not intend.
2 min read
Read articleCreative strategy
Plan the economics of TikTok Shop affiliate creative
Separate production cost, affiliate compensation, seller margin, and media spend. A video can be inexpensive to make while the resulting sale has little contribution left.
2 min read
Read articleTools and models
How to compare Veo 3.1 and Arcads presenter realism
A model and a creative platform are different units of comparison. Evaluate the actual workflow, inputs, and output you would use rather than assuming their names describe equivalent jobs.
2 min read
Read articleTools and models
Veo 3.1 vs Sora 2: plan an ecommerce evaluation
Start with product fidelity and current access. A historical model comparison is not a guarantee that both workflows remain available under the same terms.
2 min read
Read articleTools and models
Kling 3.0 vs Veo 3.1 for a product-ad workflow
Compare the controls needed for your scene before comparing a showcase reel. References, audio, shot structure, and hosting mode all affect the task.
2 min read
Read articleTools and models
MakeUGC pricing: plans, credits, and promotion checks
Evaluate MakeUGC using the current offer, the work included, and the cost of a usable final asset. Review dated figures before making a purchase.
2 min read
Read articleTools and models
Arcads pricing: evaluate the quote for your actual batch
Evaluate Arcads using the current offer, the work included, and the cost of a usable final asset. Review dated figures before making a purchase.
2 min read
Read articleTools and models
Creatify pricing: distinguish the app from API usage
Evaluate Creatify using the current offer, the work included, and the cost of a usable final asset. Review dated figures before making a purchase.
2 min read
Read articleTools and models
HeyGen pricing: a dated plan snapshot and cost checklist
Evaluate HeyGen using the current offer, the work included, and the cost of a usable final asset. Review dated figures before making a purchase.
2 min read
Read articleTools and models
Synthesia pricing: plan cost and production fit
Evaluate Synthesia using the current offer, the work included, and the cost of a usable final asset. Review dated figures before making a purchase.
2 min read
Read articleAdvertising rules
Review AI-generated creative before running Meta ads
Treat AI labeling, truthful claims, likeness permission, and placement review as separate checks. A label does not approve the rest of the advertisement.
2 min read
Read articleAdvertising rules
TikTok AI-content disclosures for advertising
A synthetic product scene needs an honest publishing context. Review the current advertising rules and distinguish a generated performance from a minor visual edit.
2 min read
Read articleAdvertising rules
Google Ads AI disclosures: distinguish the different rules
Google’s AI transparency features and its synthetic-content rules for election advertising address different situations. Check which rule applies to the campaign you are actually running.
2 min read
Read articleAdvertising rules
EU AI Act transparency: questions for AI ad production
Article 50 distinguishes obligations for providers from obligations for people deploying certain AI-generated content. Determine your role and the type of material before choosing a disclosure process.
2 min read
Read articleAdvertising rules
New York’s synthetic-performer advertising disclosure rule
New York’s General Business Law section 396-b contains a specific disclosure rule for synthetic performers. Its definition and exceptions matter when reviewing an advertisement.
2 min read
Read articleAdvertising rules
Prepare a landscape product video for Amazon advertising
Select the Amazon ad product before composing the video. Specifications differ by placement, and stretching a vertical clip is not a substitute for a landscape composition.
2 min read
Read articleAdvertising rules
Adapt product creative for YouTube Shorts and Demand Gen
Build the product story once, then compose versions for the placements you intend to use. A crop change can alter both the explanation and the visibility of important text.
2 min read
Read articleAdvertising rules
Will an AI watermark or Content Credential survive export?
Visible watermarks, provenance metadata, and platform labels are different mechanisms. Check the actual exported file and published placement instead of assuming they travel together.
2 min read
Read articleAdvertising rules
Who owns an AI-generated video ad?
Separate contractual usage permission, copyright protection, and third-party rights. A provider allowing commercial use does not settle every ownership question.
2 min read
Read articleAdvertising rules
FTC rules and AI-generated testimonials
A fictional presenter can explain a product, but it cannot supply a real customer experience. Labeling the face as AI does not make an invented review truthful.
2 min read
Read articleAdvertising rules
UK ASA and CAP considerations for AI-generated ads
Review whether the ad misleads, whether claims have support, and whether its presentation is responsible. The use of AI does not remove the advertiser’s responsibility for the result.
2 min read
Read articleAdvertising rules
Review supplement and skincare claims in AI creative
Keep product depiction separate from evidence of a health or cosmetic outcome. A generated body, face, or testimonial cannot establish that a product works.
2 min read
Read articleAdvertising rules
TikTok Shop AI-generated content: a publishing review
Shop-linked content must be reviewed against the current Shop policy as well as the rules for its publication and advertising format.
1 min read
Read articleAdvertising rules
What to review when Meta adjusts your creative
Automated creative features can change the asset a viewer sees. Preserve the approved source and inspect the transformations enabled in the actual account.
1 min read
Read articleAdvertising rules
Creative fatigue: what Meta’s diversification guidance supports
Creative diversification is a useful planning idea, but it does not establish a universal number of days before an ad stops working.
2 min read
Read articleAdvertising rules
AI voices in video ads: permission and claim checks
Treat the voice, script, and advertised use as separate permissions and review questions. A clean audio recording is not proof that you may synthesize new speech from it.
2 min read
Read articleAdvertising rules
Use an authorized post for a TikTok Spark Ad
A Spark Ad uses a post through TikTok’s authorization workflow. That permission is separate from the underlying rights and the content’s advertising suitability.
2 min read
Read articleAdvertising rules
Keep Meta video-variant tests readable as formats change
Build the test around your question and the controls available in the current account. Do not rely on an old format name to define what viewers actually receive.
2 min read
Read articlePut your next idea in motion.
Bring a product photo. Drizzle helps you make the creative.