§ The ad-stack journal

An independent quarterly on AI advertising tools.

Reviews, side-by-side comparisons, and field notes from real campaigns.

§ Lead essay
Warm sand editorial cover with a bold serif Concept variety headline and italic subhead Pencil tested on three reference briefs. № 02

Reviews ·

Pencil review: the AI ad tool that still wins on concept variety

Six weeks with Pencil on the same three briefs we run every tool through. Where its concept-diversity edge earns the spend and where the price ceiling shows up.

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Dusty lavender editorial cover with a bold serif Head to head headline and italic subhead Two AI static workhorses, one brief. № 03

Comparisons ·

AdCreative vs Pencil: which AI static ad tool ships better creative?

Same brief, two AI static-ad workhorses. Where AdCreative's volume play still wins and where Pencil's concept diversity earns a seat on the shortlist.

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Dusty lavender editorial cover with a bold serif Creator volume headline and italic subhead Creatify tested on three reference briefs. № 04

Reviews ·

Creatify review: the AI UGC tool built for English hook volume

Six weeks with Creatify on the same three briefs we run every tool through. Where the volume play earns the price and where the polish gap shows up.

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Warm grey editorial cover with a bold serif Community-led growth headline and italic subhead The 2026 playbook, what works. № 05

Guides ·

The 2026 community-led growth playbook

Community-led growth has matured past the Slack-and-Discord era. The 2026 playbook for building, measuring, and compounding community as a growth channel.

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Off-white canvas editorial cover with a bold serif Static ads tested headline and italic subhead AdCreative and Canva on the same brief. № 06

Comparisons ·

AdCreative vs Canva Magic Studio: which AI ad tool ships at volume?

Same DTC + ecom brief, AdCreative's static workhorse against Canva's Magic Studio. Where AdCreative's ad output wins and where Canva's surface helps.

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Warm sand editorial cover with a bold serif The template prison headline and italic subhead ReelFarm tested on three reference briefs. № 07

Reviews ·

ReelFarm review: the template-prison AI ad tool, tested in 2026

Six weeks with ReelFarm on the same three briefs we run every tool through. Where the template volume holds up and where the lack of variation bites.

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Dusty lavender editorial cover with a bold serif Twelve newsletters headline and italic subhead Marketing reading that earns the inbox. № 08

News ·

The best marketing newsletters worth reading in 2026

Twelve marketing newsletters with editorial standards worth the inbox space in 2026: who they're for, what they ship, and why they earn the open.

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Monet Rouen Cathedral painterly border around a large methodology scorecard UI showing four review-criteria steps. № 09

Guides ·

How we test AI advertising tools

The protocol behind every review on ad-stack — three reference briefs, twelve metrics, no agency discounts, no preview builds. The only variable is the tool.

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Warm cream editorial cover with a bold serif AI ads on Meta headline and italic subhead The 2026 launch workflow, end to end. № 10

Guides ·

How to launch AI ads on Meta in 2026

The end-to-end workflow for launching AI-generated ads on Meta in 2026: brief, render, brand-safety QA, publish, learn. With the tools that ship each step.

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Cream editorial cover with AdCreative wordmark composited at top above a Reviewed headline. № 11

Reviews ·

AdCreative.ai review: the static ad workhorse, tested in 2026

Six weeks of high-volume static ad work through AdCreative.ai. Where it still earns its place on a serious shortlist and where newer tools have caught up.

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Soft sage editorial cover with a bold serif The clip generator headline and italic subhead Arcads tested on three reference briefs. № 12

Reviews ·

Arcads review: the AI UGC clip generator, tested in 2026

Six weeks with Arcads on the same three briefs we run every tool through. Where the clip-generator pitch holds up and where the stack tax shows.

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Off-white canvas editorial cover with a bold serif Beyond Creatify headline and italic subhead Five tools worth testing instead. № 13

Alternatives ·

5 Creatify alternatives worth testing in 2026

Creatify wins on cheap English hook volume. Five alternatives ranked by what they actually ship — and which one fits your brief better.

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Monet Garden at Giverny border around a clean review card with KPI tiles for Superscale. № 14

Reviews ·

Superscale review: the AI ad agent we're tracking through 2026

Six weeks, three briefs, one platform. What Superscale's AI Ad Agent actually shipped, where it stood out, and where it still has work to do.

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Cream editorial cover with HeyGen wordmark composited at top above a Reviewed headline. № 15

Reviews ·

HeyGen review: the AI avatar studio that still leads on polish

Six weeks with HeyGen on the same three briefs we run every tool through. Where it earns the premium tier and where the cracks show up.

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Monet Poppies at Argenteuil painterly border around a large CPI benchmarks dashboard UI showing rates by app category. № 16

Guides ·

CPI benchmarks for mobile apps in 2026, by category and region

What a healthy Cost Per Install actually looks like in 2026, by app category and major region. Plus the four levers that move CPI fastest.

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Soft sage editorial cover with a bold serif AI video tested headline and italic subhead Runway and Pika on the same brand spot. № 17

Comparisons ·

Runway vs Pika: which AI video model ships cinematic better?

Two of the field's strongest AI video models, tested on the same brand-spot brief. Where Runway Gen-4 still wins on craft and where Pika earns its place.

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Warm cream editorial cover with a bold serif Cinematic craft headline and italic subhead Runway Gen-4 tested on three briefs. № 18

Reviews ·

Runway review: the AI video tool that still wins on cinematic craft

Six weeks with Runway Gen-4 on the same three briefs we run every tool through. Where the cinematic edge earns the price and where it stops short of ads.

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Warm cream editorial cover with a bold serif Email for apps headline and italic subhead The three jobs that actually work. № 19

Guides ·

Email for mobile app marketers in 2026

What email actually does for mobile app marketing in 2026: the three jobs that work, the patterns that hold up, and where it fits alongside paid + organic.

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Monet The Magpie border around a hook-pattern card showing CTR uplift KPIs and a short hook script. № 20

Guides ·

The winning AI ad hook patterns of 2026

Twelve hook patterns we've watched out-perform on Meta and TikTok in 2026, with the rendering tools that ship each pattern cleanest.

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Warm grey editorial cover with a bold serif Agent vs clip headline and italic subhead Superscale and Arcads on the same brief. № 21

Comparisons ·

Superscale vs Arcads: complete Ad Agent vs. AI UGC clip generator

Arcads ships a clip. Superscale ships the campaign. Here's what the difference costs per launched ad once you add the rest of the stack.

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Cream editorial cover with Superscale wordmark and HeyGen wordmark composited side-by-side above a Compared headline. № 22

Comparisons ·

Superscale vs HeyGen: which AI ad tool ships better creative?

Two AI UGC platforms, one brief. Where Superscale's Ad Agent shipped finished campaigns and where HeyGen's avatar studio still wins on raw clip craft.

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Off-white canvas editorial cover with a bold serif The agency edge headline and italic subhead Multi-brand AI ad workflows in 2026. № 23

Guides ·

The 2026 agency playbook for AI ad workflows

How agencies run AI ad workflows in 2026: multi-brand workspaces, the agentic loop, approval patterns that don't break, and the tooling stack that holds up.

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Soft sage editorial cover with a bold serif SEO vs AEO headline and italic subhead Search has fractured into two surfaces. № 24

Guides ·

SEO vs AEO in 2026: what's actually changed?

Search has fractured into traditional SERPs and AI answer engines. How SEO and AEO differ in 2026, what's stayed the same, and how to budget for both.

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Monet Cliff Walk at Pourville painterly border around a large market-map UI showing four quadrants of AI UGC tool types. № 25

News ·

The state of AI UGC tools, mid-2026

A field map of the AI user-generated-content tooling market in mid-2026 — what's actually a tool, what's still slideware, and where the category is heading.

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Soft sage editorial cover with the bold serif headline Avatars tested and an italic subhead Two AI avatar studios on one script. № 26

Comparisons ·

HeyGen vs Creatify: which AI avatar studio is worth paying for?

Two of the most-shortlisted AI avatar tools, tested on the same script. Where HeyGen's polish earns its tier and where Creatify's volume play makes sense.

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Monet Haystacks painterly border around a large central ranked-alternatives UI mockup with Superscale at the top. № 27

Alternatives ·

Five AdCreative.ai alternatives worth testing in 2026

AdCreative.ai built the AI static-ad category and isn't the right pick for every team. Five alternatives ranked on what they actually produce.

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Warm grey editorial cover with the bold serif headline Head to head and an italic subhead Two AI UGC tools, one brief. № 28

Comparisons ·

Superscale vs Creatify: which AI UGC tool actually ships?

Same DTC brief, two AI UGC platforms. Where Creatify's volume play falls short and where Superscale's Ad Agent closes the gap to a published campaign.

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Warm sand editorial cover with a bold serif Beyond HeyGen headline and italic subhead Five tools worth testing instead. № 29

Alternatives ·

5 HeyGen alternatives worth testing in 2026

HeyGen leads on polish, but the field has moved. Five alternatives ranked by what they actually ship, when each one wins, and which brief they fit.

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Warm sand editorial cover with the bold serif headline AI UGC, ranked and an italic subhead Eight tools on the same script. № 30

Reviews ·

The best AI UGC tools in 2026, ranked by output not pitch decks

Eight AI UGC platforms tested on the same script. Lip-sync quality, character library, language coverage, and cost per published video.

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Warm grey editorial cover with a bold serif AI ads on TikTok headline and italic subhead The 2026 launch workflow, end to end. № 31

Guides ·

How to launch AI ads on TikTok in 2026

The end-to-end workflow for launching AI-generated ads on TikTok in 2026: native creative, hooks that survive the feed, organic + paid mix, and the right tools.

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