Founder & CEO

Edwin Choi

Founder of jetfuel.agency. He specializes in leveling up people, processes and businesses from a strategic, performance and operational point of view. His favorite thing to do is to teach and share hard fought lessons with others so they can benefit from his battle scars.

Edwin Choi is the founder and CEO of jetfuel.agency, a performance marketing agency that has driven growth for some of the nation’s fastest growing CPG & e-commerce brands.

He launched jetfuel.agency in 2017 because as a former e-commerce operator he saw firsthand how much waste, poor strategy and ineffective results were in the agency space. Since then, they’ve grown jetfuel.agency into a team of subject matter experts who obsess over ROI, overcoming growth obstacles and making sense of chaos and architecting strong next steps. 

jetfuel.agency runs growth for brands like Perfect Snacks, Tate's Bake Shop, Nuun, Chomps, Jinx. His team orchestrates customer pleasing campaigns across Meta, Google, TikTok, email/SMS, CRO and SEO.

Their approach is simple: they combine relentless operator discipline with bleeding-edge technology to deliver compounding value on a daily basis.

He specializes in translating business chaos into repeatable, scalable systems. They have a “repeatable success” mindset: every lesson, process, and playbook is battle-tested, repeatable, and delivered with simple clarity.

Articles by Edwin Choi

Meta Ads Benchmarks 2026: CPM, CPC, CTR, and ROAS by Industry

Meta Ads Benchmarks 2026: CPM, CPC, CTR, and ROAS by Industry

Real 2026 Meta ads benchmarks: CPM, CPC, CTR, and ROAS ranges from the DTC accounts we run, plus industry figures and how to use them.

Best Media Buying Agencies for DTC Brands (2026)

Best Media Buying Agencies for DTC Brands (2026)

The best media buying agencies for DTC brands in 2026: selection criteria, fee models (percent of spend vs retainer), and an agency comparison table.

How Gifting Brands Should Run Q4: A Holiday Marketing Playbook (2026)

How Gifting Brands Should Run Q4: A Holiday Marketing Playbook (2026)

The Q4 gifting playbook we ran for a premium cookie and gift-basket brand: real ROAS by promo stage, the email engine, and why holiday numbers mislead.

Food & Beverage Industry
Affiliate and Partnership Marketing for DTC Ecommerce Brands (2026)

Affiliate and Partnership Marketing for DTC Ecommerce Brands (2026)

Affiliate and partnership marketing for DTC ecommerce brands in 2026: in-house vs agency vs network, tracking, cookie windows, deep linking, and paid social.

Loyalty and Repeat-Purchase Marketing for CPG and DTC Brands (2026)

Loyalty and Repeat-Purchase Marketing for CPG and DTC Brands (2026)

How CPG and DTC brands turn first orders into repeat revenue: loyalty programs, loyalty software for Shopify and WooCommerce, and omnichannel loyalty.

Best DTC Fashion and Beauty Marketing Agencies (2026)

Best DTC Fashion and Beauty Marketing Agencies (2026)

The best DTC fashion and beauty marketing agencies in 2026, ranked by specialty: paid media, growth partnership, influencer, and product-page CRO.

How Do CPG Brands Launch a New Product Across Paid Media, Retail Media, and Shopper Marketing in 2026?

How Do CPG Brands Launch a New Product Across Paid Media, Retail Media, and Shopper Marketing in 2026?

How CPG brands sequence paid media, retail media, and shopper marketing to launch a new product in 2026, from pre-launch to shelf to scale.

Facebook Ad Examples: 4 Ads Still Running (and Why They Work)

Facebook Ad Examples: 4 Ads Still Running (and Why They Work)

Four real Facebook ads still live in the Meta Ad Library, each a different format doing a different job, with a breakdown of why each one works.

Facebook Facebook Marketing
Scaling Meta Ads With UGC: What It Returns, and When to Stop

Scaling Meta Ads With UGC: What It Returns, and When to Stop

UGC video was the highest click-through format across our Meta accounts. How to scale it for cold prospecting, and where it stops working.

Facebook Facebook Marketing
AI Growth Systems for DTC Ecommerce Brands: How AI-Driven Agencies Run Growth in 2026

AI Growth Systems for DTC Ecommerce Brands: How AI-Driven Agencies Run Growth in 2026

What an AI growth system is for a DTC ecommerce brand, how an AI-driven agency runs one, and how to tell a real AI stack from buzzwords.

Meta Advantage+ Catalog Ads for Large-SKU DTC and Fashion Brands: SKU-Level Optimization After Andromeda

Meta Advantage+ Catalog Ads for Large-SKU DTC and Fashion Brands: SKU-Level Optimization After Andromeda

Why Meta Advantage+ catalog ads promote the same few SKUs after Andromeda, and how large-catalog DTC and fashion brands structure product sets to fix it.

Connected TV Advertising for DTC and CPG Brands in 2026: Streaming Ads vs Linear TV and Meta

Connected TV Advertising for DTC and CPG Brands in 2026: Streaming Ads vs Linear TV and Meta

How connected TV advertising compares to linear TV, Meta, and YouTube for DTC and CPG brands: targeting, cost, measurement, and when to test CTV.

Facebook Ad Creative Strategy: The Optimal Meta Media Mix for ROAS and Reach

Facebook Ad Creative Strategy: The Optimal Meta Media Mix for ROAS and Reach

The optimal Meta ad creative mix, from real spend across our accounts and an 83-brand study. What to run for ROAS versus reach.

Facebook Facebook Marketing
TikTok Shop for DTC and CPG Food Brands in 2026: Strategy, Ads, and Creator Commerce

TikTok Shop for DTC and CPG Food Brands in 2026: Strategy, Ads, and Creator Commerce

How DTC and CPG food brands sell on TikTok Shop in 2026: the toolkit, Shop Ads vs feed ads, creator commerce, and when it is worth it.

From Batch-and-Blast to Database Marketing: RFM and LTV in Klaviyo

From Batch-and-Blast to Database Marketing: RFM and LTV in Klaviyo

RFM segmentation, LTV, and predictive scoring in Klaviyo. How to move from batch-and-blast to database-driven retention, with real DTC examples.

Email Marketing Retention Marketing
Does Event Match Quality Actually Affect ROAS? What 29 Meta Accounts Showed Us

Does Event Match Quality Actually Affect ROAS? What 29 Meta Accounts Showed Us

Event Match Quality vs ROAS across 29 Meta accounts we manage. EMQ didn't predict ROAS. What actually matters, and where to spend your signal effort.

How Do CPG and Food & Beverage Brands Advertise on Instacart in 2026?

How Do CPG and Food & Beverage Brands Advertise on Instacart in 2026?

How CPG and food & beverage brands advertise on Instacart in 2026: the 5 ad formats, CPC vs CPM bidding, measurement, and where it fits vs Amazon.

Performance Max vs Search: How Should Ecommerce Brands Reallocate Google Ads Budget in 2026?

Performance Max vs Search: How Should Ecommerce Brands Reallocate Google Ads Budget in 2026?

How ecommerce brands split and reallocate Google Ads budget between Performance Max and Search in 2026, and stop PMax from eating brand search.

What Is the Meta Ads Learning Phase? How to Exit It Faster in 2026

What Is the Meta Ads Learning Phase? How to Exit It Faster in 2026

The Meta ads learning phase ends after ~50 optimization events in 7 days. How to exit faster in 2026 and avoid Learning Limited.

Amazon Advertising for DTC and CPG Brands in 2026: Sponsored Products, Brands, and DSP

Amazon Advertising for DTC and CPG Brands in 2026: Sponsored Products, Brands, and DSP

How DTC and CPG brands run Amazon Sponsored Products, Brands, Display, and DSP in 2026, with ACOS and TACOS benchmarks and when to hire an agency.

Retention and Subscription Marketing for DTC Brands in 2026: Reducing Churn and Growing LTV

Retention and Subscription Marketing for DTC Brands in 2026: Reducing Churn and Growing LTV

How DTC brands cut churn and grow LTV with retention and subscription marketing in 2026: lifecycle flows, subscribe-and-save, and win-back.

SMS Marketing for DTC Ecommerce Brands in 2026: Building an SMS and Email Retention Engine

SMS Marketing for DTC Ecommerce Brands in 2026: Building an SMS and Email Retention Engine

How to build an SMS marketing strategy for DTC brands in 2026: grow a compliant list, run the flows that drive revenue, and pair SMS with email.

Influencer and Creator Marketing for DTC and CPG Brands in 2026: In-House vs Agency

Influencer and Creator Marketing for DTC and CPG Brands in 2026: In-House vs Agency

When to keep influencer and creator marketing in-house, when to use an agency, how whitelisting feeds paid ads, and how to measure it for DTC and CPG brands.

Marketing Strategy for Beverage Brands in 2026: DTC, Retail, and Omnichannel Growth

Marketing Strategy for Beverage Brands in 2026: DTC, Retail, and Omnichannel Growth

How beverage brands build a 2026 marketing strategy across DTC, retail, and omnichannel, with shipping math, retail velocity, and paid media that works.

What Is Meta Lattice? How Meta's Unified AI Ad Model Changes Targeting in 2026

What Is Meta Lattice? How Meta's Unified AI Ad Model Changes Targeting in 2026

Meta Lattice explained: the unified AI model that ranks your ads, how it differs from Andromeda and GEM, and what DTC brands should change in 2026.

Organic Facebook and Instagram Content Strategy for DTC Brands in 2026

Organic Facebook and Instagram Content Strategy for DTC Brands in 2026

Organic reach is tiny in 2026, so your content must earn distribution. See the format mix, cadence, and paid-signal loop that grows a DTC audience.

Creative Is the Targeting Now. Here Is How We Test It.

Creative Is the Targeting Now. Here Is How We Test It.

How we structure creative testing on Meta: angle coverage, sandbox campaigns, staged evaluation, and when a test winner earns scale.

Business advice Digital Marketing
Meta Ads Campaign Structure in 2026: ABO vs CBO and Budget Architecture for DTC Brands

Meta Ads Campaign Structure in 2026: ABO vs CBO and Budget Architecture for DTC Brands

ABO vs CBO in 2026: test with ad set budgets, scale with Advantage+ campaign budget. The Meta campaign structure we run for DTC brands.

Ecommerce Google Ads Benchmarks 2026: ROAS, CPC, CTR, and CPA by Industry

Ecommerce Google Ads Benchmarks 2026: ROAS, CPC, CTR, and CPA by Industry

2026 ecommerce Google Ads benchmarks for ROAS, CPC, CTR, and CPA, plus how to read them by margin, mix, and season instead of chasing averages.

Digital Marketing
Creative Performance Metrics for DTC Video Ads: Hold Rate, Thumbstop, and Thruplay Benchmarks (2026)

Creative Performance Metrics for DTC Video Ads: Hold Rate, Thumbstop, and Thruplay Benchmarks (2026)

Hook rate, hold rate, and ThruPlay benchmarks for DTC video ads in 2026, plus how to read them so creative diagnostics fix CPA instead of guessing.

Shopper Marketing Planning and Budgeting for CPG Brands: Tools, Tactics, and Measurement (2026)

Shopper Marketing Planning and Budgeting for CPG Brands: Tools, Tactics, and Measurement (2026)

How CPG brands plan, budget, and measure shopper marketing in 2026: tools, budget splits, and ROI methods that tie spend to incremental sales.

Attention Metrics in Media Planning: How DTC and CPG Brands Allocate Omnichannel Budgets in 2026

Attention Metrics in Media Planning: How DTC and CPG Brands Allocate Omnichannel Budgets in 2026

How DTC and CPG brands use attention metrics to allocate omnichannel media budgets in 2026, and why attention beats viewability in planning.

Why We Stopped Using Lookalike Audiences, and What Replaced Them.

Why We Stopped Using Lookalike Audiences, and What Replaced Them.

How Meta's Andromeda update made lookalike audiences counterproductive, and what open audience structure replaced them across our accounts.

Business advice Digital Marketing
Cross-Media Advertising for CPG and Food Brands: Integrating TV, Print, and Digital in 2026

Cross-Media Advertising for CPG and Food Brands: Integrating TV, Print, and Digital in 2026

How CPG and food brands integrate TV, print, radio, and digital in 2026, and how to measure cross-media incrementality instead of siloed ROAS.

12 Rules From Scaling $200M in Ad-Driven Revenue.

12 Rules From Scaling $200M in Ad-Driven Revenue.

Twelve operating rules for profitable paid growth, built from managing $200M in ad-driven revenue across DTC and CPG brands. Method, not metrics.

Business advice Digital Marketing
Meta Advertising for Food and Beverage Brands: Why It Works and How to Run It in 2026

Meta Advertising for Food and Beverage Brands: Why It Works and How to Run It in 2026

Why Meta advertising works for food and beverage brands, and how to run it: catalog and CAPI setup, campaign structure, and appetite-driven creative.

How to See Whether AI Recommends Your Brand: a Real Audit

How to See Whether AI Recommends Your Brand: a Real Audit

A step-by-step AI visibility audit any founder can run in two hours. Test ChatGPT, Perplexity, Gemini, and Google AI Mode. Find where your brand stands.

Digital Marketing
Remarketing Strategy for DTC Ecommerce: Multi-Platform Retargeting That Converts Browsers to Buyers

Remarketing Strategy for DTC Ecommerce: Multi-Platform Retargeting That Converts Browsers to Buyers

Cross-platform remarketing for DTC brands: Meta + Google audience sequencing, iOS14-safe audiences, and creative that converts browsers to buyers.

Google Shopping Ads for DTC and CPG Brands: Merchant Center, Feed Optimization, and Scaling in 2026

Google Shopping Ads for DTC and CPG Brands: Merchant Center, Feed Optimization, and Scaling in 2026

How DTC and CPG brands optimize Google Shopping in 2026: feed quality, product titles, margin segmentation, and when to layer Performance Max.

The Brand Getting Cited in AI Is Not the One Ranking #1 on Google.

The Brand Getting Cited in AI Is Not the One Ranking #1 on Google.

The brand ranking #1 on Google is often not the one AI recommends. Here's why AI citations and organic search follow different logic, with real data.

Facebook and Instagram Reels for Brands in 2026: How the Andromeda Algorithm Distributes Your Content

Facebook and Instagram Reels for Brands in 2026: How the Andromeda Algorithm Distributes Your Content

How Meta's Reels algorithm distributes brand content in 2026: staged rollout, watch-time signals, cross-posting penalties, and audio strategy for DTC brands.

UGC Ads for Meta in 2026: How DTC Brands Create, Test, and Scale User-Generated Content

UGC Ads for Meta in 2026: How DTC Brands Create, Test, and Scale User-Generated Content

How DTC brands create, test, and scale UGC ads on Meta in 2026: creator sourcing, brief writing, testing budgets, and Advantage+ integration.

How to Write High-Converting Google Search Ads: Ad Copy Playbook for DTC and Ecommerce Brands

How to Write High-Converting Google Search Ads: Ad Copy Playbook for DTC and Ecommerce Brands

Build a headline bank that improves Quality Score and lowers CPC. RSA structure, pinning strategy, and copy testing for DTC and ecommerce brands.

Google Ads Audience Targeting for DTC Ecommerce: Demographics, Household Income, and Custom Segments

Google Ads Audience Targeting for DTC Ecommerce: Demographics, Household Income, and Custom Segments

How DTC ecommerce brands use Google Ads audience targeting: HHI tiers, custom segments, Customer Match, and Observation vs Targeting mode.

Short-Form Video Ads for DTC Brands: TikTok, Reels, and Shorts Strategy That Drives Revenue in 2026

Short-Form Video Ads for DTC Brands: TikTok, Reels, and Shorts Strategy That Drives Revenue in 2026

TikTok, Reels, and YouTube Shorts ad strategy for DTC brands. Real benchmarks, creative framework, and budget allocation that drives revenue in 2026.

A 4x ROAS Can Still Lose You Money. Here Is the Math.

A 4x ROAS Can Still Lose You Money. Here Is the Math.

Platform ROAS ignores gross margin, variable costs, and attribution overlap. Here is the arithmetic showing when a 4x ROAS produces a negative contribution margin.

Business advice Digital Marketing
AI vs. Human Marketers: Who Wins the Future of Marketing?

AI vs. Human Marketers: Who Wins the Future of Marketing?

AI vs human marketers in 2026: what to automate, what to keep human, and how to blend both without losing the brand trust that visible AI content erodes.

Business advice Digital Marketing
Meta Social Commerce for CPG and Food Brands: Shoppable Ads That Drive Purchase Intent

Meta Social Commerce for CPG and Food Brands: Shoppable Ads That Drive Purchase Intent

Meta social commerce for CPG brands means Meta Shops for DTC and Collaborative Ads for retail. Here is how each works and what catalog setup drives purchase intent.

In-House Marketing vs Agency: Choose Your Marketing Career

In-House Marketing vs Agency: Choose Your Marketing Career

In-house marketing vs agency vs freelance: the honest pros, cons, pay, and lifestyle trade-offs of each path, so you can pick the marketing career that fits you.

Digital Marketing
Meta Ads Attribution Settings in 2026: Windows, Best Practices, and What DTC Brands Get Wrong

Meta Ads Attribution Settings in 2026: Windows, Best Practices, and What DTC Brands Get Wrong

Meta's default attribution is 7-day click + 1-day view. Learn what that means for ROAS, how to set up CAPI correctly, and the mistakes DTC brands make.

User-Generated Content Challenges in 2026: How Brands Overcome Them

User-Generated Content Challenges in 2026: How Brands Overcome Them

The biggest UGC challenges in 2026, from quality control and legal compliance to negative content and ROI, plus the playbook brands use to solve each one.

Content Marketing UGC
Omnichannel Marketing Strategy for DTC and Ecommerce Brands in 2026: Paid, Owned, and Earned

Omnichannel Marketing Strategy for DTC and Ecommerce Brands in 2026: Paid, Owned, and Earned

How DTC brands connect paid, owned, and earned channels into a compounding system. Budget allocation, sequencing, and attribution for 2026.

Meta Advantage+ Shopping Campaigns for Ecommerce and CPG Brands: The 2026 Guide

Meta Advantage+ Shopping Campaigns for Ecommerce and CPG Brands: The 2026 Guide

How Meta Advantage+ Shopping campaigns (ASC) work in 2026, whether they beat manual, and how ecommerce and CPG brands should limit, feed, and measure them.

How to Choose a Digital Marketing Agency for Your Ecommerce Brand in 2026 (Without Getting Burned)

How to Choose a Digital Marketing Agency for Your Ecommerce Brand in 2026 (Without Getting Burned)

A practical vetting framework for DTC brands covering the right questions to ask, agency red flags, and contract structures before signing.

How to Forecast Ecommerce Revenue and Profit (Free Template)

How to Forecast Ecommerce Revenue and Profit (Free Template)

A step-by-step tutorial for building an ecommerce demand model. Fill out the free template cell by cell, back into your ad budget, and plan three scenarios.

Retail Media Advertising for CPG Brands: How to Run Walmart Connect, Target Roundel, and Amazon Ads

Retail Media Advertising for CPG Brands: How to Run Walmart Connect, Target Roundel, and Amazon Ads

How CPG brands run Walmart Connect, Target Roundel, and Amazon Advertising: setup, budgets, and measurement that tracks velocity.

Best Email Marketing Agencies for Ecommerce and DTC Brands (2026)

Best Email Marketing Agencies for Ecommerce and DTC Brands (2026)

The best email marketing agencies for DTC and ecommerce brands in 2026, vetted on Klaviyo depth, retention-first approach, and paid media integration.

CPG Ad Buying Guide 2026: How to Buy Ads for CPG and Food & Beverage Brands

CPG Ad Buying Guide 2026: How to Buy Ads for CPG and Food & Beverage Brands

How to buy ads for CPG and food & beverage brands in 2026: Meta, TikTok, and retail media budgets, real benchmarks, and the attribution most brands get wrong.

Paid Social Digital Marketing
Google Ads for Ecommerce: The Complete 2026 Scaling Guide

Google Ads for Ecommerce: The Complete 2026 Scaling Guide

The 2026 playbook for scaling Google Ads: campaign tiering, PMax vs Search budget reallocation, bidding, and the structure that beats a 3.68x ROAS.

Digital Marketing
What Does a CRO Agency Do? When DTC Brands Should Hire One (and When Not To)

What Does a CRO Agency Do? When DTC Brands Should Hire One (and When Not To)

What does a CRO agency do for DTC brands and when should you hire one? The real answer, with benchmarks and a hiring framework.

User-Generated Content in 2026: Trends, Challenges, and How Brands Win

User-Generated Content in 2026: Trends, Challenges, and How Brands Win

User-generated content is the most trusted content in 2026. The UGC trends, the real challenges, and how brands turn customer content into sales.

Digital Marketing
Best Retail Media Networks for CPG Brands in 2026: Amazon, Walmart, Target, and Beyond

Best Retail Media Networks for CPG Brands in 2026: Amazon, Walmart, Target, and Beyond

Top retail media networks for CPG brands in 2026: Amazon, Walmart Connect, Target Roundel, and Instacart Ads compared by data quality and ROI.

Shopper Marketing Tactics for 2026: How to Turn Shoppers Into Buyers

Shopper Marketing Tactics for 2026: How to Turn Shoppers Into Buyers

The shopper marketing tactics that turn browsers into buyers in 2026: shopper vs customer, retail media networks, and where to spend for repeat purchases.

Digital Marketing CPG
Master Offline Marketing Channels for Food & Beverage

Master Offline Marketing Channels for Food & Beverage

Offline marketing still moves product for food and beverage brands in 2026. In-store sampling, retail, TV, radio, direct mail, and how to measure each.

Business advice Digital Marketing Food & Beverage Industry
Marketing Agency vs In-House Team: Which Is Right for Your DTC Brand in 2026?

Marketing Agency vs In-House Team: Which Is Right for Your DTC Brand in 2026?

Agency or in-house team for your DTC brand? We break down the strategic decision by revenue stage, channel mix, and where each model wins in 2026.

TikTok Ads for CPG Brands: The 2026 Guide

TikTok Ads for CPG Brands: The 2026 Guide

How CPG and food and beverage brands should run TikTok ads in 2026. Campaign structure, Spark Ads, TikTok Shop, attribution, and benchmarks from Triple Whale data.

Paid Social Food & Beverage Industry Digital Marketing
Google Ads Performance Max Strategy for Ecommerce Brands in 2026

Google Ads Performance Max Strategy for Ecommerce Brands in 2026

How ecommerce brands should structure Google Ads Performance Max in 2026: hybrid strategy with Standard Shopping, feed optimization, budget reallocation.

Does Replying to Spam Comments on Meta Ads Hurt Performance? The 2026 Answer

Does Replying to Spam Comments on Meta Ads Hurt Performance? The 2026 Answer

Replying to spam comments on Meta ads signals to bots that your account is active. Here's how to protect your creative quality score in 2026.

paid-ads
Shopper Marketing Agency for CPG Brands: In-Store and Digital Activations That Drive Sales

Shopper Marketing Agency for CPG Brands: In-Store and Digital Activations That Drive Sales

How CPG brands work with a shopper marketing agency in 2026. Digital, in-store, and retail media activations that drive velocity at retail.

Best Agencies for Incremental Sales Lift via Omnichannel (2026)

Best Agencies for Incremental Sales Lift via Omnichannel (2026)

How to find agencies that deliver real incremental sales lift across omnichannel campaigns. Evaluation criteria and agency comparison for 2026.

Complete UTM Link Tracking and Marketing Attribution Guide 2026

Complete UTM Link Tracking and Marketing Attribution Guide 2026

How to set up UTM parameters in GA4, configure custom ROAS threshold alerts, and build accurate attribution across channels in 2026. Tool comparison and setup steps included.

Digital Marketing
How to Scale Google Ads and Microsoft Ads for Ecommerce: The 2026 Playbook

How to Scale Google Ads and Microsoft Ads for Ecommerce: The 2026 Playbook

Scale Google and Microsoft Ads for ecommerce: Performance Max, Smart Bidding, audience strategy, and cross-platform tactics for 2026.

Pay Per Click Bing Ads Google Ads
Is Your Agency Andromeda-Ready? A 2026 Meta Self-Audit for CPG Brands

Is Your Agency Andromeda-Ready? A 2026 Meta Self-Audit for CPG Brands

Is your Meta agency still on a 2019 playbook? Grade it in ten minutes with this six-point Meta Andromeda readiness self-audit built for CPG brands.

CPG Facebook Marketing Paid Social
In-House vs. Agency Marketing in 2026: How to Make the Right Call

In-House vs. Agency Marketing in 2026: How to Make the Right Call

Agency or in-house? Most DTC brands under $100M get better results with an agency. Here is the 2026 cost breakdown and how to decide.

Business advice Digital Marketing
The Sheridan Baker Thesis Machine: A Framework for Stronger Arguments (2026)

The Sheridan Baker Thesis Machine: A Framework for Stronger Arguments (2026)

The Sheridan Baker Thesis Machine builds arguments in 4 steps: topic, issue, position, rationale. How it works, its limits, and how marketers use it for copy.

Business advice
The 5-Step Retail Marketing Guide Every CPG Brand Needs in 2026

The 5-Step Retail Marketing Guide Every CPG Brand Needs in 2026

A practical 5-step retail marketing framework for CPG brands: funnel-stage content, competitor analysis, Instacart advertising, and data-driven paid media campaigns that drive measurable sales lift.

Digital Marketing Food & Beverage Industry
How to Build Backlinks in 2026: The Complete SEO Guide

How to Build Backlinks in 2026: The Complete SEO Guide

The updated guide to building backlinks in 2026. Guest posting, broken link building, digital PR, and how backlink strategy now connects to AI search visibility.

Advanced SEO Techniques Digital Marketing
Meta Algorithm Changes 2026: What Andromeda Did and How to Adapt Your Ads

Meta Algorithm Changes 2026: What Andromeda Did and How to Adapt Your Ads

Project Andromeda replaced audience targeting with creative targeting. The playbook: no lookalikes, ASC primary, fix signal quality, manage spam comments.

Facebook Facebook Marketing
Search Everywhere Optimization: What It Is and How to Win in 2026

Search Everywhere Optimization: What It Is and How to Win in 2026

Search Everywhere Optimization agency playbook. Why traditional SEO alone is losing ground and how to win across AI, voice, TikTok, and Amazon in 2026.

SEO Content Marketing
Gmail Ads in 2026: How to Reach Gmail Users with Demand Gen and Performance Max

Gmail Ads in 2026: How to Reach Gmail Users with Demand Gen and Performance Max

Gmail Ads ended in July 2021. Here's how to reach Gmail users in 2026 using Demand Gen, Performance Max, and smart audience targeting. 20 Q&As answered.

Pay Per Click Gmail Advertising Digital Marketing
Stop Losing Customers: The Shopper Marketing Playbook for CPG Brands (2026)

Stop Losing Customers: The Shopper Marketing Playbook for CPG Brands (2026)

How CPG brands win at retail in 2026. Retail media networks, in-store tactics, 90-day CAC framework, and budget allocation for every stage.

Digital Marketing Food & Beverage Industry CPG
Omnichannel Marketing Strategy on a Small Budget (2026 Guide)

Omnichannel Marketing Strategy on a Small Budget (2026 Guide)

Run an omnichannel marketing strategy without the enterprise budget. Learn which channels to prioritize, how to stay consistent across touchpoints, and how to measure what works.

Digital Marketing
In-House vs Agency for DTC Paid Media: The 2026 Cost Breakdown

In-House vs Agency for DTC Paid Media: The 2026 Cost Breakdown

Real cost breakdown: in-house paid media hiring vs agency retainer for DTC brands in 2026, by revenue stage, with salary data and tool costs.

How Much Does a Marketing Agency Cost in 2026?

How Much Does a Marketing Agency Cost in 2026?

Real price ranges for marketing agency retainers in 2026, by service type, with pricing models and fee-to-spend ratios.

Which Agency Is Best for Scaling a DTC Ecommerce Brand?

Which Agency Is Best for Scaling a DTC Ecommerce Brand?

Best DTC ecommerce growth agencies in 2026, ranked by paid media depth, CRO, and AI visibility, with an agency comparison table.

Best CPG and Food & Beverage Marketing Agencies (2026)

Best CPG and Food & Beverage Marketing Agencies (2026)

The best CPG and food & beverage marketing agencies in 2026, ranked by specialty: paid media, shopper marketing, retail velocity, and DTC growth.

Klaviyo vs Mailchimp vs HubSpot for CPG Brands: Which Email Platform Wins in 2026?

Klaviyo vs Mailchimp vs HubSpot for CPG Brands: Which Email Platform Wins in 2026?

Klaviyo vs Mailchimp vs HubSpot for CPG brands: pricing tables, feature comparison, and which platform to pick at each revenue stage. 2026 guide.

Digital Marketing
How to Optimize Short-Form Video Content in 2026: Platform Specs, Hooks, and Algorithm Notes

How to Optimize Short-Form Video Content in 2026: Platform Specs, Hooks, and Algorithm Notes

Short-form video optimization for 2026: specs, hooks, captions, hashtags, and how to turn short-form into the creative engine that feeds your DTC paid social.

Content Marketing
AppLovin Ads: The Tactical Guide for D2C Brands (Axon Ads Manager, 2026)

AppLovin Ads: The Tactical Guide for D2C Brands (Axon Ads Manager, 2026)

The most tactical AppLovin guide on the internet. Creative system, data architecture, scaling, and the attribution reality nobody talks about. Built for D2C operators in 2026.

Pay Per Click Paid Social Digital Marketing
Meta Lookalike Audiences in 2026: We Mostly Stopped Building Them. Here Is When We Still Would.

Meta Lookalike Audiences in 2026: We Mostly Stopped Building Them. Here Is When We Still Would.

We retired standalone lookalikes across our accounts and moved the seed logic into Advantage+. Here is where a manual lookalike still earns a slot in 2026.

Facebook Marketing
The Top 8 Facebook Retargeting Mistakes and How to Fix Them in 2026

The Top 8 Facebook Retargeting Mistakes and How to Fix Them in 2026

These 8 Meta retargeting mistakes silently drain your ad budget. From spam comment management to audience segmentation, here's exactly how to fix each one.

Facebook Marketing Remarketing
How Food & Beverage Brands Should Use Facebook Retargeting in 2026

How Food & Beverage Brands Should Use Facebook Retargeting in 2026

Why Facebook and Instagram advertising works for food and beverage brands: retargeting audiences, dynamic ads, Andromeda creative, and 2026 budget benchmarks.

Facebook Facebook Marketing Food & Beverage Industry Meta Retargeting
PPC Management for Ecommerce: The 2026 Agency Playbook

PPC Management for Ecommerce: The 2026 Agency Playbook

Expert PPC management guide for ecommerce brands in 2026. Covers PMAX optimization, value-based bidding, account structure, and real benchmarks from managing 30+ accounts.

Pay Per Click Digital Marketing
Google Ads vs. Microsoft Ads for Ecommerce: The 2026 Strategy Guide

Google Ads vs. Microsoft Ads for Ecommerce: The 2026 Strategy Guide

How DTC ecommerce brands should run Google and Microsoft Ads together in 2026: benchmarks, PMAX strategy, budget allocation, and attribution setup.

Pay Per Click Google Ads
How to Use Google Analytics 4 for Ecommerce: The Complete 2026 Guide

How to Use Google Analytics 4 for Ecommerce: The Complete 2026 Guide

How to set up GA4 for ecommerce, use the 5 reports that drive revenue decisions, and avoid the attribution mistakes most DTC brands make. Updated 2026.

Digital Marketing Online marketing
Meta Retargeting for Ecommerce: The Complete 2026 Strategy Guide

Meta Retargeting for Ecommerce: The Complete 2026 Strategy Guide

The definitive 2026 guide to Meta retargeting for ecommerce. Covers Andromeda changes, ASC vs manual retargeting, CAPI setup, and creative strategy from an agency managing millions in Meta spend.

Paid Social Facebook Marketing
How to Build Backlinks for Ecommerce in 2026: The DTC Brand Playbook

How to Build Backlinks for Ecommerce in 2026: The DTC Brand Playbook

The complete guide to link building for ecommerce brands: 6 strategies, cost benchmarks, timeline expectations, and ROI measurement for DTC brands.

Advanced SEO Techniques Digital Marketing
Small Business Marketing Services: The Complete 2026 Guide to Costs, Channels, and ROI

Small Business Marketing Services: The Complete 2026 Guide to Costs, Channels, and ROI

What small business marketing services cost in 2026, which channels deliver ROI fastest, and how to pick an agency that actually performs. Real numbers.

How to Set Up UTM Link Tracking: The Complete 2026 Guide for Digital Marketers

How to Set Up UTM Link Tracking: The Complete 2026 Guide for Digital Marketers

The complete 2026 guide to UTM link tracking: 5 parameters explained, naming conventions, platform strategy, GA4 vs Shopify, and a 12-point audit checklist.

Digital Marketing
Omnichannel Marketing on a Budget: What It Costs and How to Make It Work in 2026

Omnichannel Marketing on a Budget: What It Costs and How to Make It Work in 2026

What does omnichannel advertising actually cost? Full breakdown: $1K-$6K/month, free tools, channel mix, and budget allocation guide for small brands.

Digital Marketing Online marketing
How to Write Ecommerce Copy That Converts: The Complete 2026 Guide

How to Write Ecommerce Copy That Converts: The Complete 2026 Guide

Learn the 7 principles of high-converting ecommerce copy, how to A/B test it, and which AI tools actually help. Practical 2026 guide for DTC brands.

CRO Digital Marketing Content Marketing
Food & Beverage Ecommerce Strategy: The Complete 2026 Guide for DTC Brands

Food & Beverage Ecommerce Strategy: The Complete 2026 Guide for DTC Brands

The 2026 guide to food and beverage ecommerce: paid media playbook, unit economics, channel mix strategy, and trends reshaping DTC food brands.

Business advice Digital Marketing Food & Beverage Industry
How to Write Google Ads Copy That Actually Converts (2026 Guide)

How to Write Google Ads Copy That Actually Converts (2026 Guide)

Learn how to write Google Ads copy that actually converts in 2026. RSA strategy, character limits, the Ad Strength myth, and what competitors miss.

Pay Per Click Digital Marketing
AI vs. Human Marketers: Who Actually Wins in 2026?

AI vs. Human Marketers: Who Actually Wins in 2026?

Will AI replace marketers in 2026? Where AI tools beat humans, where they fall short, and how the best DTC teams combine both to win.

CPG Retail Marketing Strategy: The Complete 2026 Playbook

CPG Retail Marketing Strategy: The Complete 2026 Playbook

Retail media, store-level geo-targeting, and why velocity beats ROAS for CPG in 2026. The matched-market testing playbook from the accounts we manage.

Omnichannel Marketing Strategy for DTC Brands: The 2026 Playbook

Omnichannel Marketing Strategy for DTC Brands: The 2026 Playbook

The 2026 omnichannel playbook for DTC brands: which channels to run, how to sequence them, and how to measure ROI across paid, email, retail, and search.

Digital Marketing
In-House vs Agency Marketing: The 2026 Decision Guide for DTC Brands

In-House vs Agency Marketing: The 2026 Decision Guide for DTC Brands

Should a DTC brand run paid media in-house or hire an agency? The 2026 decision guide: real cost, the six roles you actually need, and when each wins.

Digital Marketing
Ecommerce Marketing Strategy: The Complete 2026 Guide

Ecommerce Marketing Strategy: The Complete 2026 Guide

The complete 2026 ecommerce marketing strategy: the 5-channel stack, the 70/20/10 budget rule, retention vs acquisition, and honest attribution.

Digital Marketing
YouTube Ads Guide 2026: How to Advertise on YouTube and Get Real Results

YouTube Ads Guide 2026: How to Advertise on YouTube and Get Real Results

How to run YouTube ads in 2026: ad formats, $5-$10 CPM benchmarks, Demand Gen, Shorts, and the Funnel Stack Method we use to drive DTC conversions.

Digital Marketing
How to Increase E-Commerce Conversions: The Complete CRO Guide (2026)

How to Increase E-Commerce Conversions: The Complete CRO Guide (2026)

Digital Marketing
Meta Ads Attribution Settings 2026: The Complete Guide

Meta Ads Attribution Settings 2026: The Complete Guide

The default window, 1-day vs 7-day click, and what Meta removed on January 12, 2026. Plus the 30-day test we run against Shopify before locking a window.

Facebook Marketing Paid Social Digital Marketing
Get Your Brand Cited by AI Search (2026)

Get Your Brand Cited by AI Search (2026)

How to get your brand cited by AI search in 2026: the content structure and signals ChatGPT, Perplexity, and Google AI Overviews actually pull from.

SEO Digital Marketing
Set Up Bing Webmaster Tools in 5 Steps (2026)

Set Up Bing Webmaster Tools in 5 Steps (2026)

This guide has moved to our complete 2026 Bing Webmaster Tools setup guide.

SEO Digital Marketing
Better-for-You CPG Ecommerce: Benchmarks, Mistakes, and a Framework

Better-for-You CPG Ecommerce: Benchmarks, Mistakes, and a Framework

Ecommerce benchmarks for better-for-you CPG brands: conversion, AOV, and retention norms, the common mistakes, and a framework to grow DTC profitably.

Digital Marketing Food & Beverage Industry CPG
How Health & Wellness Brands Can Navigate Meta's 2026 Ad Restrictions

How Health & Wellness Brands Can Navigate Meta's 2026 Ad Restrictions

How health and wellness brands navigate Meta's 2026 ad restrictions: what's flagged, compliant creative and claims, and how to keep campaigns running.

Paid Social Digital Marketing
Boost Your Business with Expert PPC Management Strategies

Boost Your Business with Expert PPC Management Strategies

Discover expert PPC management strategies to optimize your ad campaigns, maximize your return on investment, and drive measurable business growth.

Seven Essential Google Sheets/Microsoft Excel Formulas for Direct to Consumer companies

Seven Essential Google Sheets/Microsoft Excel Formulas for Direct to Consumer companies

Learn the essential Excel and Google Sheets formulas every D2C company needs for effective data analysis.

Paid Social
Mastering E-commerce Promotions with Google Analytics 4 data: The Ultimate Guide for Digital Marketers

Mastering E-commerce Promotions with Google Analytics 4 data: The Ultimate Guide for Digital Marketers

Explore the ultimate guide for digital marketers to boost e-commerce promotions with actionable insights from Google Analytics 4 data

Online marketing Digital Marketing
Top 7 Free Chrome Extensions for Digital Marketers

Top 7 Free Chrome Extensions for Digital Marketers

Find out how Chrome's top extensions can transform your digital marketing approach with advanced tools for digital marketing

Digital Marketing

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