Data vs. Commerce

A maintenance manager at a food plant orders a replacement for a sheared conveyor bolt. It shows up two days later, looks perfect, and won’t go in the hole. For the Halloween episode, Matt Johnson and Floyd Blaikie of Pivotree skip the interview and play product data telephone as a radio drama.ㅤOne fictional M10 hex bolt travels through five handoffs. It goes from a manufacturer spec sheet to item setup at a distributor, then to a marketplace listing and an inside sales call. From there it reaches a purchasing system and finally an AI purchasing agent with permission to buy equivalents. Each person only hears what the person before them said.ㅤMatt and Floyd track eight attributes: size, length, thread pitch, material, thread length, standard, head size, and how many come in the box. Two make it through. Floyd owns one of the deaths herself, since the listing writer’s job is her job. Every company and character is made up, and every voice besides the hosts’ is AI generated.ㅤ📌 What We CoverDana’s ERP template, which has a 40-character short description and a material dropdown limited to stainless, carbon, or zinc plated, with no spot for a grade.The description graveyard: the long description field that catches everything the template didn’t plan for, which nothing downstream ever reads.Tyler deciding PT means premium thread, then adding grade 8 because every top seller in the category says it, and why the engineer’s words on a spec sheet don’t rank.Ray asking the right questions twice, about the thread and the chlorine washdown, and Marcus answering from the only screen he had open with “M10’s M10.”Fastenal’s third quarter, where more than 61% of sales were digital, much of it through bins and vending machines on customers’ floors that already know the part number.Linda’s “allow equivalent substitutes” checkbox, ticked because finance wants three quotes on anything under five hundred dollars.The AI purchasing agent that matched every attribute it was given, bought coarse thread A2-70 in a pack of 100, and reported $11.40 in savings.Where the chain could have been saved: a field for thread pitch and a grade in the dropdown at the first handoff.ㅤ🔗 Resources MentionedFastenal, third-quarter resultsDoorDash, agentic ordering for offices and corporate customersWalmart, agent profiles with spending capsDIN 960 and ISO 4017 fastener standardsB2B eCommerce World, Indianapolis, November 2 (Pivotree at Table 57)B2B Online Atlanta, November 9 to 11, with a live Data vs. Commerce episode (Pivotree at Booth 306)

Floyd Blaikie got so mad at every reporting tool on the market that she vibe coded her own. That put her inside a Gartner prediction: 60% of the vibe-coded apps running in businesses today will be gone by 2028. She and Matt Johnson brought in two Pivotree colleagues to argue about which of those apps deserve to stick around.ㅤJoel Farquhar, Pivotree’s CTO, thinks the 60% is low. Software has always been disposable, he says, and not a single piece of software he ever wrote is still in production. Aiden Parker, a senior product manager on Pivotree’s data management suite, described both ends of what commerce teams are building: SEO copy workflows, and a film and entertainment equipment distributor that built its own order management and tracking tools.ㅤNeither guest took the data or commerce side. The friction ran between Floyd, who argued that vibe coding skips the part where people sit down and ask whether something should be built, and Joel, who’d rather learn an idea is garbage in a day than in four months. Joel walked through Pivotree’s internal experiment registry. He ended on the maintenance problem with a line he borrowed: “everybody likes to vibe code, but nobody wants to vibe maintain.”ㅤ👤 Guest BiosJoel Farquhar became Pivotree’s Chief Technology Officer on July 1, 2026, after serving as Chief Architect, and reports to CEO Bill Di Nardo. He’s been with Pivotree for about 20 years. He spent the first 15 years of his career as a software developer, and his work has centered on enterprise ecommerce for retailers, distributors, and manufacturers. He studied computer science at Carleton University and is based in Ottawa.ㅤAiden Parker is a Senior Product Manager at Pivotree, where he’s spent close to two years on the data management suite of products. Before that, he was Head of Product at Fable Tech Labs and held product roles at Flashfood, Inkbox, and Wattpad. He’s tried out senior vibe coder and citizen developer as titles, but he’s going with product builder for now. Anything with the word developer in it feels disingenuous to him.ㅤ📌 What We CoverWhy Joel thinks Gartner’s 60% figure is low, and why “60% of what?” matters when the count runs into the thousandsBoth ends of what commerce teams are building: SEO and product copy workflows, and a film and entertainment equipment distributor building its own order management, delivery, and tracking toolsWhy the vibe-coded tools that last are small operational efficiency apps that move data between parts of an organization, while one-off dashboards get abandonedWhat Matt saw at Applied AI for Distributors: an explosion of order automation software, and developers studying it so they could code their ownWhy most of these apps never leave the creator’s desktop, and why adoption is harder than the buildFloyd’s case that vibe coding skips the conversation about whether to build, and Joel’s case that finding out in a day beats finding out four months laterHow Pivotree’s internal experiment registry worked, including AI-flagged duplicates and a certification layer for anything being promotedWho keeps a vibe-coded app running 24/7 once the business depends on itㅤ🔗 Resources MentionedGartner research on governing vibe coding for citizen developers, the source of the 60% by 2028 predictionClaude CodeApplied AI for Distributors, the Distribution Strategy Group event Matt attendedJurassic Park and Dr. Ian Malcolm’s line about being so preoccupied with whether you couldPivotree Intelligent Managed Services for Stibo STEP customers, including the free Intelligent Health Check

It’s Q4, budgets are locking, and every data and commerce request has to be translated into what a distributor’s or manufacturer’s board cares about: growing existing accounts, winning new logos and protecting margin. Matt Johnson and Floyd Blaikie of Pivotree take this one solo, working through the questions boards ask during strategic planning and the numbers a practitioner should answer with.ㅤMatt draws on his time as a go-to-market consultant in distributor and manufacturer boardrooms. He starts share of wallet with historical data and digital adoption, ties new-customer acquisition to product data and visible pricing, and argues the traditional sales rep role is going away or changing. Floyd presses him on the metrics and on what stays with reps. With no guest assigned a side, the friction lands between commerce and sales.ㅤ📌 What We CoverDigital adoption as the first B2B ecommerce number for the board: portal use, quoting tools, one-click repeat orders, and retention of digital versus offline accountsHow inconsistent or incomplete product information keeps a distributor out of SEO and AEO resultsWhy pricing and inventory behind a login or a call for quote won’t convert a new customerChannel conflict when a manufacturer sells direct, and Matt’s workaround: a high list price, a 25% first-time discount, then account-based onboarding to contract pricingCost to serve for a self-serve order versus one that needs five human touchpoints, and Matt’s estimate that the portal is sometimes 80 to 90% less expensiveWhy returns that aren’t digital mean at least five phone callsSales and commerce data that doesn’t sync: online orders missing from the CRM, offline orders missing from the portalAn AI plan for 2027 built around the top five areas where manual workarounds cost moneyㅤ🔗 Resources MentionedSam Schwartz, Founder, Sierra Summit Digital, on Ep. 17: The backwards search from spec to SKUStibo Intelligent Managed Services from Pivotree for Stibo STEP customers (episode sponsor)Stibo Intelligent Health Check (free)

Agentic commerce got pitched as a personal shopper that takes your request and spends your money without checking back. What shipped is a discovery tool that puts a shortlist on your screen and waits for you to approve the purchase.ㅤMatt Johnson and Floyd Blaikie of Pivotree sat down with Paul Drecksler, founder and editor of the Shopifreaks newsletter, to agree on a definition. Paul took the commerce side. His definition is the strict one: the whole transaction runs autonomously, from discovery to purchase, without re-engaging the user.ㅤThen he explained why no live tool meets it. Chargeback and return liability sits with the merchant, courts are treating agents as tools rather than people, and shoppers enjoy the treasure hunt. Floyd asked who gets in trouble when the wrong dishwasher shows up. Matt made the case for B2B replenishment leading the way, and Paul pushed back that B2B platforms are decades behind retail.ㅤ👤 Guest BioPaul Drecksler founded Shopifreaks in January 2021. It's a weekly newsletter that recaps e-commerce, B2B, D2C and advertising news for merchants and operators, and it's closing in on its 300th edition. He reads thousands of articles a week so subscribers don't have to. He also consults through Ideas Focused, which includes B2B client work, and he's a longtime traveler who has lived and worked across Latin America. He took the commerce side.ㅤ📌 What We CoverPaul's strict definition of agentic commerce: discovery, product choice and payment all happen autonomously, based on the user's first input.Why discovery today is "glorified search," and why embedded one-click checkout isn't new.Amazon's set-your-price auto-buy and Floyd's Subscribe & Save test: are these pre-approved clicks or agentic commerce?The B2B case: bills of materials and replenishment suit agents, but catalogs still live in sales reps' heads, PDFs and spreadsheets.Who absorbs the cost when an agent buys the wrong dishwasher, and why chargebacks and returns land on the merchant.Amazon vs. Perplexity, and the legal definition forming around agents as tools.Why Paul still does his own follow-up research when output accuracy sits below 99.9.Paul's mom, a Facebook group colorizing her photos, and what mainstream adoption looks like.ㅤ🔗 Resources MentionedShopifreaksPivotree integration servicesHeather Hershey, IDCZack KassGoogle's Universal Commerce ProtocolChatGPT Instant CheckoutAmazon Alexa and Subscribe & SaveAmazon v. PerplexityMeta's Muse shopping agentT.J. Maxx

Distributors think their customers want reps who know the catalog. Their customers mostly want to know where their stuff is.ㅤFloyd Blaikie brings Matt Johnson a report she got lost in the morning they recorded. It's the State of Sales in Distribution 2026 from Phocas, built on a survey of 100 distributors. Floyd reads the numbers. Matt, who leads go-to-market for distribution at Pivotree, explains why they look the way they do.ㅤThis is a hosts-only episode, so nobody takes a side. The friction comes from the data itself. Then Matt admits that his own sales agent hallucinated on unmaintained data, and his step one for distributors has nothing to do with buying AI.ㅤ📌 What We CoverWhy 34% of distributors don't measure new business win rate, and 39% don't track or don't know their forecast accuracyWhy the data used by the most people inside a distributor gets dirty the fastest75% of distributors prize rep product knowledge, while about 5% say their customers want technical expertiseWhat happens when product knowledge lives in reps' heads instead of the product databaseWhy electrical buyers care about fast quotes and "where's my order?" more than discovery55% of distributors call field sales their top channel and 5% say e-commerce, which Matt reads as being in the retention business more than the growth businessEvery distributor with no plans to adopt AI has a sales team under 20 repsMatt's step one: get the people who maintain the data into the strategic meetingsㅤ🔗 Resources MentionedState of Sales in Distribution 2026, from PhocasData vs. Commerce Episode 6 with TrommlAmazon BusinessPivotree