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Insights for AI advertisers
Guides, strategies, and comparisons for creating AI video ads that convert.
AI Video Camera Movement Prompts: Nine Direction Words and a 38% Miss Rate
Camera movement in AI video ads is set by the sentence you write, not by a slider. Here are the direction words that land, the phrasings that break a shot, and how often even the best-scoring model misses.
How to Build Meta Ad Creative With Claude Code Skills: A Five-Stage Agent Workflow
A Claude Code skill is a folder of instructions and scripts an agent loads on demand. Here is the five-stage workflow we built from ours to turn a competitor's live Meta ad into creative we can actually run.
How to Clone a Competitor's Ad Without Copying It: Structure Transfers, Footage Doesn't
Cloning a competitor's ad means rebuilding the four things you can observe (the hook, the beat order, the offer and the format) with your own footage and your own claims, because structure is what transfers between two ad accounts and the asset never does.
Reference-to-Video Upload Rules: 9 Image Slots, Positional Tags, and a Binding That Expires
Reference-to-video takes three arrays and a text field. The tags in your prompt are array indices rather than labels you choose, the ceiling is 12 files across all modalities, and the binding expires with the request. Here is the full input contract, the notation that differs on every surface documenting it, and the two jobs it will not do.
How to Keep One AI Actor Consistent Across Every Ad Variation
Actor drift is a workflow problem, not a prompting problem. Lock one reference still, drive it with a video you already approved, and vary one axis at a time. Here is the full production sequence, including the settings that quietly break a set halfway through.
Microsoft Ads Adds Ad Preview Hub to Performance Max, With 30-Day Public Share Links
Microsoft's Ad preview hub now reaches Performance Max: preview assets across MSN, Bing Search and Outlook on computer and smartphone before launch, then share them on a link Microsoft documents as public, view-only and expiring after 30 days. The rollout is partial, not general availability.
UGC for Fashion Brands: What Actually Sells Clothes on TikTok and Meta Ads
TikTok tells apparel advertisers that a bulk of their traffic and conversion ads are creator posts run as Spark Ads. Here is what those ads have to show that a product photo cannot, and how brands produce enough of them to feed a drop calendar.
AI Ad Generator Sued Over a Meme Template: What It Means for Ad Creative
An artist's copyright suit against an AI meme ad generator puts one rule in front of every marketer: an image you can legally share as a joke is not an image you can legally put in an ad.
Google Ads Target-Based Bidding Changes August 17: Reset Targets or Pay More Per Conversion
From August 17, 2026, budget-limited Target CPA and Target ROAS campaigns, including Shopping and Performance Max, will deliver at the target you set instead of beating it. Your budget cap still holds, so what moves is cost per conversion.
How Much Do Snapchat Ads Cost? The $5 Floor and the Auction Behind It
Snapchat publishes a daily minimum and nothing else. Here is what the platform actually commits to, why every CPM chart you find is someone's estimate, and how to price your own campaign before you spend.
Video Ad Specs by Platform: Six Networks, Six Spec Sheets, One Video File
LinkedIn, Snapchat, Pinterest, TikTok, Meta and Google each publish their own video ad requirements for aspect ratio, duration, file size and resolution. Here is what each one states, and the single cut that clears all six.
How to Run Snapchat Ads: The Formats, the Specs, and Creative Under 10 Seconds
Snapchat publishes its ad formats, exact specs, and its own creative brief. Here is the whole spec sheet, verified on Snap-owned pages, plus the part that actually decides results.