Target's roughly half-billion-dollar revenue miss was not a DEI problem. It was a governance failure communicated publicly in the worst possible way — and the company is still paying for the communication, not just the decision.
When someone asks an AI tool about your company, it returns a confident, composed answer — and that answer shapes a decision: a purchase, an investment, a hire. Most brands do not know how the answer is built, or what it currently says. Both gaps are now reputation risks. This article explains how AI tools decide what to say about your brand, the factors that influence their answers, and why an unwatched answer can pose a significant crisis risk for companies.
Generative video has crossed the threshold from research demo to consumer product. OpenAI's Sora and Google DeepMind's Veo now produce video clips that, in the right hands and at the right length, are difficult for casual viewers to distinguish from real footage. The implications
A user asks ChatGPT which mattress is best for back pain.The answer they receive — confident, conversational, specific — has been shaped, in part, by a Reddit thread from 2021. Three anonymous side sleepers. A moderator in r/Mattress who has spent six years correcting misinformat…
Boar's Head listeria. McDonald's E. coli outbreak from slivered onions. Multiple smaller incidents across packaged foods and produce. The 2024–2025 recall cycle produced different communications outcomes — and a set of repeating patterns.
Bud Light lost the #1 US beer position in mid-2023 after a single influencer post landed without internal alignment. BrewDog's CEO stepped down in 2024 after a decade of provocation-led marketing collided with the company's own workplace record. Two failures, one mechanic — image outran judgment. The timeline, the structural pattern, and the rails alcohol brands still need to run on.
Four source tiers AI engines weight for consumer brand answers — structured reference data, established publishers, independent community, brand-owned pages. Tiers 1–3 carry the weight. The brand can't author them.
Explore the case of Cyberpunk 2077 and how overpromising in video game marketing led to significant backlash, reputational damage, and a breakdown of trust between players and developers. Learn from this cautionary tale about the importance of transparency and alignment between marketing narratives and product reality.
OEM recall campaigns Q3 2024 through Q2 2026. NHTSA disclosure velocity. Owner-notification clarity. Executive visibility. Which OEMs run institutional recall communications, which improvise.
One year compressed more crisis PR work into 12 months than most firms see in a decade. The rules didn't break — but the assumptions underneath them did. Here's what changed and what it means going forward.