Always Be Testing

In this episode of SaaS Class, Nancy Harnett, Guy Yalif, and Tye DeGrange dig into whether affiliate is finally getting its moment in the age of AI search. Nancy is an agency owner who previously helped build HubSpot’s AEO and affiliate engine, working across four geos and languages with a team of 12. Guy is an AI and AEO voice from outside the affiliate world who cut his teeth on “search 1.0” at Yahoo and has analyzed thousands of websites for AEO maturity. Tye brings the agency and client-side view, including a recent QBR for a global SaaS brand that showed a clear link between well-known affiliate content sites and AI citations.
The conversation starts with the “side dish vs. main course” question and moves through why third-party sites (reviews, listicles, creators, publishers) drive so many of the citations LLMs surface, especially higher in the funnel. From there the group covers the early-mover opportunity in AEO, why content needs constant refreshing (most ChatGPT citations were updated within the last 10 months), and the measurement problem: last click is fading, impressions go untracked, and nobody agrees yet on what a citation is worth. They also get into pay-per-citation models, who pays publishers when agencies are involved, and the “identity crisis” of a channel that’s valuable but misunderstood. They close with a practical reminder to build AI prompts from real customer language (sales calls, emails, reviews), not from your own website copy.

Sandeep Menon, co-founder and CEO of Auxia and a former Google Pay marketing leader, joins Tye DeGrange, host of Always Be Testing and CEO of RoundBarnLabs, to discuss how AI and agentic marketing are reshaping performance marketing. Sandeep explains why marketers should move from campaign-centric thinking to user-centric thinking, with a “segment of one” replacing broad segments and rigid rule-based journeys. They cover why marketing is harder for AI agents than other functions, what a “10x marketer” really looks like, and why AI adoption is more an organizational challenge than a technology one. The conversation also covers build vs. buy, the three pillars of strong experimentation (a global control group, guardrail metrics, and continuous measurement), and the “re-acquisition treadmill” that ad platforms can create. Sandeep closes with a call for a bias for action over waiting on perfect data, and a candid take on where agentic marketing goes from here.

Rob Pinkerton is the CMO of Seismic, an AI-powered sales enablement platform, and previously served as CMO of Morningstar and SVP at Oracle, with earlier time at Adobe. He holds a JD and an MBA, and he began his career in politics, which he credits as some of the best training for a CMO. Known as a “positive contrarian” on AI, he calls himself a proud member of Team Human and sees AI as simply software that helps people do work they couldn’t do before. In this episode of Always Be Testing, hosted by Tye DeGrange, he explains why AI is forcing marketing and sales to merge. Buyers now use AI tools at every stage of the funnel and want to talk to a real person sooner, which makes sales the “validation channel” that all other marketing has to support. He urges marketers to stop chasing clicks and MQLs and to focus on moving qualified opportunities forward alongside sellers, who he says are eager to have their marketers back. He is skeptical of metrics built on social proof, since AI can fake them. He suggests inverting your numbers, so that a 3% conversion rate becomes a 97% failure rate worth investigating, and he argues that marketers should know the actual person they are targeting, not a persona or ICP. The conversation also covers why authenticity and source of origin are becoming the scarcest resources online, why self-service can lead to buyer’s regret when AI agents read outdated websites, and why the CMO role is still immature and should evolve into a general manager role across the company. Rob closes with how real partnerships build brand trust and pipeline, and why political skill and “sharp elbows” matter for marketing leaders.

In this episode of Always the Testing Podcast, host Tye DeGrange talks shop with Dave Yovanno, CEO of impact.com, a partner marketing platform serving about 6,000 brands, including Walmart, Target and 60 banks. The platform has visibility into about $1T in GMV, roughly $200B of it partner-referred. Dave grew up in a blue-collar family in Cleveland and joined the Navy to pay for college. He later helped ValueClick acquire early affiliate networks BeFree and Commission Junction, then became impact.com’s CEO in 2017, when it had about 200 employees.
Together, Tye and Dave discuss why Dave advises choosing your next opportunity by who you’ll work with first and what second, and how partnerships have moved from the “sand between the rocks” to a main course. They explore why buyers now trust creators and reviewers over brand messaging, and why brands must let trusted partners carry their story. Dave also explains why he sees AI as a tailwind: as search shifts to an “answer era,” LLMs cite creators and publishers rather than brand copy, and brands can use GEO tools like Evertune to find and activate the partners AI already cites. He previews the product roadmap, including creator storefronts, Meta amplification, measurement beyond last click, and a seller program opening Walmart’s 100,000+ seller brands to partnerships. The conversation closes with how the Navy shaped his leadership, from attention to detail to respect for structure and the ability to relate to all types of people.

Tye DeGrange talks with Peep Laja, CEO of Wynter (a B2B market research platform with 12 to 48 hour turnaround on real-human surveys) and a leading voice in SaaS messaging and testing. They unpack why 65% of SaaS messaging is identical across competitors, the four layers of a message that wins (clarity, relevance, value, differentiation), and why a strong offer has to come before any spend on distribution. They also cover why human research still beats synthetic AI, how AI agents may soon close $20K+ B2B deals, and why storytelling and humanness are the best defense against AI slop.