Marty Weintraub
About
Marty is an entrepreneur, marketer, photographer, speaker and directs AIMCLEAR®’s storied AI Lab. He’s been quoted & cited by flagship channels including Wall Street Journal, BBC World Business Report, NPR, Inc. Magazine, Astronomy Magazine, Forbes, MediaPost, Adage and numerous others. Recent keynotes include SMX Advanced Berlin and Big Data Conference Europe, Vilnius Lithuania. His new book, "The Last [Human] Leader Standing: Turn AI Urgency into Decisive Action" was released this week.
Marty founded AIMCLEAR, an integrated marketing agency dominant in customer acquisition, winner of 40 US Search Awards including 10X consecutive Best Integrated Agency (including 2025). AIMCLEAR’s differentiator is the balance of integrated performance marketing, holistic brand-builds, PR, and data.
Credits include: A&G Insurance (Australia) Airbnb, Uber, Eurail, PayPal, Venmo, eBay, Dell, LinkedIn, Ascension Healthcare, Etsy, Gumtree, Firestone, INC Magazine, Amazon, Martha Stewart Omni, Intel, Travelocity, Semrush, Optmyzr, Neustar, 3M, Siemens, Land’s End, and many more. A fixture on the international conference circuit, Marty has appeared in front of hundreds of international search & social marketing conference audiences, from Jerusalem to Sydney.
Having helped lead AIMCLEAR to one of the fastest growing private companies in America (Inc. 500/5000) 8X including 2025, Marty supports AIMCLEAR’s vision & creative-hands-on. Marty won 7 “Top 25 Most Influential PPC Experts” awards, and claimed the coveted “US Search Personality Of The Year” tiara.
His books, “Cortex Rituals 2080,” (www.cortexreituals.com) “Killer Facebook Ads” and “The Complete Social Media Community Manager’s Guide: Essential Tools and Tactics for Business Success” (co-write) are critically respected.
Marty mentors AIMCLEAR executives, works with select clients, oversees the agency’s AI Marketing Lab, and spends free time photographing aurora and milky way at home and around the world
Marty Weintraub | Garbage In, Drama Out: Why “Prompt Fanning” (Question-Space) Decides Every AI Visibility Number You Report
Prompt Fanning: Map the Question Space Before You Measure AI Visibility
The prompts you fire at the models to measure will govern every number that follows, so a question space built carelessly will hand you precise readings of the wrong reality.
Before you optimize a single page, the session will press the priority the whole discipline rests on: define the question space first, because input deserves the serious scrutiny most dashboards skip. The session will open with prompt fanning as a stress test of how AI perceives your brand, where you explode one keyword or concept into thousands of hyper-specific, natural-language variations and map the full sweep of how real people ask.
You will see why concepts behind prompt clusters likely matter as much as any single prompt's wording, why provenance (origin) is the one test that separates a serious program from vendor-theater, and how to read the output the way a pollster reads a survey. You will learn to better:
~ Build the testing space deliberately and fire it across free, flagship, and emergent models at scale, measuring brand presence again and again so the read reflects real distributions instead of one flattering screenshot.
~ Anchor every prompt to provenance, the single most important test, justifying each one against the first-party brand whether you build in-house, buy from a vendor, or run the stronger hybrid API, MCP, and house-dev mashup.
~ Get jiggy with real customers by mining a colorful well that runs first-party to wild third-party: customer support tickets, presales chat logs, your own FAQ library, service emails, People Also Ask, G2 reviews, stemmed Reddit threads, UGC reviews, Tripadvisor places, Youtube transcripts, Amazon product questions, Walmart reviews, Home Depot reviews, OpenTable reviews, Apple App Store reviews, YouTube transcripts, Google Maps contributor reviews, Google Shopping, clickstream generators, analyst-written funnel questions, LLM answers themselves, and about 40 additional sources.
gment any off-the-shelf tool that "researches" prompts client by client, because stock tools carry real value yet cover common ground but stop at your unique brand edges, so nearly every brand will call for some custom building to mirror its full reality.
~ Report distributions with confidence and treat a single LLM rank as the lie it is, holding mention and citation as separate currencies and acting on a noisy instrument with your eyes wide open.
~ Learn about desktop based apps you can build yourself to do dramatic prompt fanning on your own.
Whether you will brief a board, advise clients, or run your own site, you will walk away able to define a defensible, provenance-backed question space, explain it in plain words, and lead the people around you toward exactly where your brand surfaces, where it gets buried, and where competitors win.