Insights · 58 articles · Operator-grade
From the operator's seat.
Guides, reports and journal entries on product data, Shopify B2B, ERP integration and AI search. Written from live engagements, for people running digital at $5M–$1B distributors and manufacturers. Nothing here is theory.
- 2,050+ readers
- 300K+ SKUs governed
- 52% growth at a $30M distributor
Latest · 58
Newest first
We’re buying the engine before the fuel
AI is the top B2B investment priority while data hygiene stays underfunded — we are buying the engine before the fuel.
Aug 25, 2026 3 min read
Shopify Plus vs OroCommerce for B2B eCommerce (2026)
OroCommerce is B2B-native by design; Shopify Plus caught up natively and wins on ecosystem, cost and available talent.
Aug 24, 2026 11 min read
Shopify Plus vs Salesforce Commerce Cloud for B2B eCommerce (2026)
GMV pricing versus a flat fee, native B2B, ERP integration and developer supply — from a team that has run both platforms.
Aug 24, 2026 12 min read
Inside Companies Adopting AI. The Technology is not the Problem.
Almost none of the AI problems inside these companies were about AI — they were about how work moves between people.
Aug 4, 2026 4 min read
Canada Digital Transformation Grants for B2B
Federal funding for Canadian manufacturers and distributors: REGI, tariff response, AI adoption and BDC LIFT — which are grants, which are loans.
Aug 2, 2026 10 min read
Ontario Digital Transformation Grants for B2B
Ontario funding for manufacturers and distributors: Ontario Together Trade Fund, AMIC, the manufacturing tax credit — and why there is no ESSOR equivalent.
Aug 2, 2026 9 min read
Quebec Digital Transformation Grants for B2B
Which Quebec programs actually fund B2B commerce work: ESSOR, PSCE and RTRI amounts, eligibility and timing, verified at source.
Aug 2, 2026 8 min read
Canadians love AI. Canadian companies still can’t cash it in.
Canadians rank second in the world for AI use per capita and second-last in the G7 for productivity — adoption is not transformation.
Jul 15, 2026 6 min read
Best PIM for Shopify: An Honest Comparison
Spreadsheets, Plytix, Sales Layer, Salsify or Akeneo — matched honestly to catalog size, data complexity and budget.
Jul 13, 2026 10 min read
Shopify Plus vs BigCommerce for B2B eCommerce (2026)
Shopify Plus vs BigCommerce for B2B, compared by an agency that shipped production B2B on both — including BigCommerce with SAP.
Jul 13, 2026 14 min read
My B2B eCommerce Maturity Model: 10 Levels, and How to Find Yours
B2B eCommerce is a climb, not a light switch — the first test you fail is your real ceiling.
Jun 16, 2026 6 min read
The Hybrid Store: A Guide to Running B2B and B2C on One Admin
The wholesale business is already hiding inside your DTC store; the only thing missing is the configuration.
Jun 3, 2026 5 min read
B2B Online Chicago 2026: Four Sessions That Should Move Your Q3 Roadmap
Four sessions from B2B Online Chicago 2026, and the number that should reset your AI expectations: 117 minutes.
May 7, 2026 8 min read
I ran a live GEO audit. Here’s what B2B distributors should actually look at.
A billion-dollar electrical distributor scored 38 out of 100 — and the transcripts mattered far more than the score.
Apr 27, 2026 8 min read
B2B eCommerce Guide for Manufacturers
The full B2B eCommerce guide for manufacturers and distributors, written from implementations rather than vendor decks.
Apr 20, 2026 12 min read
GEO Is Not SEO With a New Name.
Three misconceptions are burning GEO budgets, and all three come from thinking about AI search with an SEO brain.
Apr 9, 2026 12 min read
B2B eCommerce Benchmarks & Data
Implementation data from 50+ B2B storefronts: adoption rates, timelines, cost benchmarks and what actually moved.
Mar 29, 2026 8 min read
Your B2B Catalog Is Invisible to AI. Here’s the Fix.
Shopify's Agentic Storefronts exclude B2B-only catalogs — the hybrid store is the exception that changes the math.
Mar 25, 2026 6 min read
B2B eCommerce Modernization Guide
Replace manual ordering with Shopify Plus, Akeneo PIM and a real ERP integration — the practical path for $10M–$500M companies.
Mar 24, 2026 10 min read
Shopify Plus vs Magento for B2B
Shopify Plus vs Magento for B2B: features, cost, time to launch, ERP integration and total cost of ownership.
Mar 24, 2026 14 min read
Shopify Just Connected Millions of Merchants to ChatGPT, Gemini, and Copilot
Shopify's Agentic Storefronts put merchants inside ChatGPT and Gemini, and shut B2B-only catalogs out unless you run hybrid B2B/D2C.
Mar 24, 2026 6 min read
GEO for B2B eCommerce — Complete Guide
Structure your product data so ChatGPT, Google AI and Perplexity can recommend you. The definitive GEO guide for B2B.
Mar 23, 2026 9 min read
Death of the Order Taker
Buyers were never the obstacle to B2B eCommerce adoption — the sales comp plan was.
Mar 16, 2026 6 min read
Silicon Valley Finally Noticed Industrial Distribution. Now What?
A16z put $1.1B behind AI agents for industrial distributors; 74% are experimenting and only 19% have implemented anything.
Feb 20, 2026 6 min read
I Gave an AI Agent My SSH Keys and Let It Code on a Live Site.
Three dev tasks worth a $3,000 agency quote, done by an open-source agent for $76 — at about 85% quality.
Feb 2, 2026 3 min read
The B2B Market Has a $2 Trillion Secret
The $15 trillion B2B number is mostly EDI; the part you can actually win is closer to $2 trillion.
Jan 29, 2026 3 min read
No, Your eCommerce Isn't Cannibalizing Phone Sales
Digital customers don't move revenue off the phone — they buy more often and deeper into the catalog.
Jan 27, 2026 3 min read
B2B Buyers Will Switch Suppliers for a Better Digital Experience.
75% of B2B buyers would leave you for a better online experience — not better pricing, experience.
Jan 26, 2026 6 min read
Your AI Strategy Is Failing. Here’s the Fix No One Talks About.
Three different descriptions for the same SKU is the real blocker — not the model you picked.
Jan 21, 2026 4 min read
AI Doesn't Verify. It Retrieves.
Ahrefs invented a fake brand and the engines repeated the fiction — the most detailed story wins, true or not.
Jan 15, 2026 5 min read
2026's Biggest AI Challenge Isn't What You Think
AI teams burn a quarter of their time connecting data — the bottleneck is plumbing, not models.
Jan 2, 2026 6 min read
1P vs 3P on Amazon: What B2B Teams Miss
1P versus 3P on Amazon is not a margin question — it is a trade-off across control, data and operational maturity.
Nov 17, 2025 5 min read
Why Most B2B Leaders Still Get Digital Growth Wrong
Everyone wants digital transformation; few can say what it means when the business runs on ERP, margin pressure and 50-year-old habits.
Nov 5, 2025 2 min read
Manufacturers Feed the Brain. Distributors Power the Hands.
Manufacturers own the product truth, distributors own the last mile. Confuse the two roles and the buyer pays for it.
Oct 13, 2025 4 min read
AI in B2B: From Data Chaos to Differentiation
Most #B2B leaders are asking the wrong AI question. It’s not "How do we use AI to cut costs?" It’s "Do we have the data foundation to let AI create advantage?"
Sep 25, 2025 2 min read
If AI Doesn’t Trust Your Brand, Neither Will Your Buyers
The moment of truth moved upstream: if the AI doesn't trust your brand, your buyer never reaches the pageview.
Jul 16, 2025 3 min read
B2B Connect 2025 Recap: What B2B Self-Serve Actually Looks Like in the Field
What B2B self-serve actually looks like in the field, from three days at B2B Connect in San Diego.
Jun 29, 2025 3 min read
Why I Bet on a Blended Storefront — And Why It’s Fueling B2B Growth
Composable and split storefronts are the loud advice right now. One storefront built to adapt beat both.
May 29, 2025 3 min read
Takeaway 1 B2B Online Chicago: Aligning KPIs with Business Goals
KPIs should steer decisions, not decorate dashboards — takeaway one from B2B Online Chicago.
May 1, 2025 3 min read
Your Next Buyer Might Never Visit Your Site
Why AI-first shopping is rewriting how decisions are made—and where you show up.
Apr 23, 2025 2 min read
Hudson’s Bay Didn’t Fail at eCommerce—They Misunderstood the Assignment
Hudson's Bay didn't fail at eCommerce; it misunderstood the assignment, and the lesson lands on every B2B operator.
Apr 1, 2025 3 min read
AI Agents: B2B's Next Profit Driver
AI agents don't follow the IF/THEN rules automation runs on, which is exactly why they change B2B margin math.
Mar 10, 2025 4 min read
Amazon's Lost Bet: The High Cost for Quebec
Amazon's retreat from Quebec was a bet on scale over local reality, and the province is paying the bill.
Jan 26, 2025 3 min read
Transforming B2B Pricing: A Journey from Complexity to Clarity
Pricing, not the platform, is what stalls most B2B eCommerce implementations. Align the systems before you plug in numbers.
Dec 2, 2024 3 min read
Québec's Path Forward in B2B eCommerce
What Quebec's mid-market has to fix before B2B eCommerce integration pays off, from the RDVeCOMMERCE floor.
Oct 27, 2024 5 min read
Quebec's Law 25: What B2B eCommerce Teams Need to Know
A practical guide to Quebec's privacy law for B2B eCommerce: what it requires, how it differs from GDPR, what to configure in Shopify Plus.
Sep 15, 2024 8 min read
Control Your SaaS Costs: A Practical Guide for B2B eCommerce
SaaS spend in eCommerce grew faster than revenue. Here is how to cut it without breaking the stack.
Sep 3, 2024 3 min read
Resisting the Temu Disruption: What Canadian Brands can Learn from Zara’s Premium Strategy
Canadian brands cannot out-price Temu and SHEIN, so they should copy Zara's premium playbook instead.
Jul 31, 2024 5 min read
The problem with the Sephora Kids Trend
The Sephora Kids trend is loyalty engineering working exactly as designed, and that is the problem.
Jul 1, 2024 3 min read
Amazon's Impact on B2B eCommerce: Key Trends to Watch in 2024.
Amazon Business reset what B2B buyers expect from a supplier site, and 2024 is when that bill came due.
May 21, 2024 5 min read
The Impact of Amazon's Rufus on Shoppers and Vendors Alike
Amazon's Rufus changes how shoppers find products, and quietly changes what vendors have to publish.
Feb 7, 2024 3 min read
eCommerce SEO: Winning Strategies for Google SGE
The introduction of Google's Search Generative Experience (SGE) represents a pivotal shift in how ecommerce businesses approach their SEO strategies.
Jan 25, 2024 2 min read
GenAI x B2B eCommerce: Efficiency and Insights
GenAI in B2B eCommerce is not a trend to watch. It is an efficiency shift you either operationalize or miss.
Dec 13, 2023 3 min read
The Disconnect in Retail
When Brand Visibility Undermines In-Store Experience and Loyalty.
Aug 22, 2023 2 min read
Size shouldn't matter: B2B eCommerce for Large Deals
Gone are the days when eCommerce was only seen as beneficial for more minor, long-tail orders in the B2B.
Jul 6, 2023 5 min read
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AI Commoditization: The Hidden Edge in B2B Ecommerce
AI is a commodity in B2B eCommerce now. The edge is the data and the process you feed it.
May 11, 2023 2 min read
The latest trends of B2B Content
B2B content wins on product truth, not volume — what Forrester's data says about where to spend.
Mar 15, 2023 3 min read
Mastering the Art of Pricing: Strategies for Boosting Profits and Customer Loyalty
Customer acquisition is often prioritized when companies consider growth, but it's pricing that has the greatest impact on the success of your business.
Feb 27, 2023 4 min read
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