Perion Is So Over The AI Hype Cycle - AdExchanger

Summary

AdExchanger Talks: "Perion Is So Over The AI Hype Cycle" (March 17, 2026)

Episode Overview

In this episode, Managing Editor Allison Schiff interviews Tal Jacobson, CEO of Perion, about the company's evolution, the realities behind AI in programmatic advertising, and why Perion is pushing beyond the surface-level AI hype. The conversation covers Perion’s strategic pivots, the integration of AI agents, digital out-of-home (DOOH) and retail media growth, inventory quality challenges, and predictions for the future of ad tech. Tal brings a pragmatic and occasionally contrarian perspective to the conversation, emphasizing real outcomes over buzzwords.

Key Discussion Points & Insights

Perion’s Company Evolution & Strategic Pivots

Early Days and Shifts (04:11–09:33):
- Perion’s origins date to 1999 as Incredimail, later pivoting through various iterations including search arbitrage and then programmatic ad tech.
- Tal shares his journey, including scaling SimilarWeb before joining Perion and driving substantial company transformations:
  
  "We basically replaced nine out of 10 executives, we rebranded everything, we consolidated all our subprints, all our technologies. We actually sunset a lot of the previous technologies..." — Tal Jacobson [06:20]
- The latest strategic focus is helping marketers succeed in an “insanely fragmented ecosystem” with AI now possible for true cross-channel optimization.

Ad Tech Fragmentation & The Need for Change

Market Evolution (08:08–09:33):
- Google’s dominance and the shift in digital ad growth to closed gardens (YouTube, Meta, TikTok, Reddit) prompted Perion’s move away from supply/inventory management to more outcome-oriented solutions.
- Tal stresses the importance of not fearing change and pivoting as the market demands:
  
  "It doesn't mean that we constantly need to pivot. It means that when the world is changing, we shouldn't be afraid of change." [09:13]

Perion’s Financial Health & Market Perception

Disconnect Between Market & Reality (09:33–12:08):
- Despite Perion’s strong fundamentals (profitability, cash flow, significant CTV and retail media growth), the stock is down, which Tal attributes to broader market emotion rather than company performance.
  
  "There's a lot of the time there's a disconnect between how a stock behaves, which is human emotions and bigger picture of the, of the market and our comp. Our company perform right." [10:29]
- $118M share buyback demonstrates Perion’s belief in undervaluation.

AI: From Hype to Reality

AI Investments and Green Bids Acquisition (12:08–18:47):
- Perion has long invested in AI, building proprietary agents before acquiring Green Bids, an AI-powered optimization platform for walled gardens.
- Perion’s Differentiator: Focus on the advertiser’s goal and ROI, not specific inventory, and create AI agents that operate across all channels (open web, DOOH, Netflix, Meta, etc.).
  
  "We're focusing on the goals of the advertiser... We only care about the performance and the ROI...” [14:32]
- Sustainability Angle: Green Bids initially pitched carbon reduction via AI optimization — a “nice byproduct,” but ultimately efficiency and results drive client demand:
  
  “We kept the Kalbuna mission into order reporting. We think it’s still very important... But once they saw the performance, they said...here’s another $100,000 to increase performance.” [16:49]
- Looking Forward: As AI agents proliferate everywhere, Tal warns of a future where energy consumption and optimization become inseparable:
  
  "...we're not going to have enough electricity to run everything...agents that optimize for less energy, this carbon are going to be prioritized..." [17:56]

The Reality of AI in Media Buying Today

Use Cases and Limits (19:03–23:20):
- Today’s AI: Tools like Outmax (Perion’s agent) deliver substantial performance uplifts (40-90%) by optimizing across channels, but always require human oversight for now.
- Hype vs. Substance: Many “AI planning tools” are superficial; genuine execution agents making real-time decisions are where the value lies.
- Impact on Job Roles: As agents take over execution, marketers have more time for true creative storytelling.
  
  “Now's the chance to reinvent this. Marketers can actually do marketing now. Let AI do the technical parts.” [23:04]

Adoption and Human Oversight

Advertiser Reactions & Guardrails (27:51–31:25):
- Performance-focused advertisers are eager to test AI agents, often on a risk-free basis.
- Algorithms already outpace humans in many segments (comparison to algorithmic trading), but for now, human “pilots” must supervise, especially with big budgets.
- Quote: "There's always a human that keeps monitoring that to make sure that...we want to make sure that it makes the right decisions." — Tal Jacobson [30:39]

Interface & Agent-to-Agent Futures

AI-Driven UI and Interoperability (31:25–34:44):
- Perion is embracing conversational interfaces (chat-based UIs) to lower the technology training curve and speed campaign creation.
- Predicts rapid convergence toward agent-to-agent communications, where marketer input starts the process but agents negotiate and execute with each other.
  
  "...agents are going to interact with other agents. We're preparing our entire infrastructure for that..." [33:17]

Inventory Quality & Managing the Rise of AI Content

Lessons from Content IQ & MFA Crackdown (34:44–37:18):
- Content IQ was shuttered as Perion prioritized high-value, outcome-driven assets.
- Post-Green Bids, Perion’s “Soda” AI algorithm filters out low-performing publisher inventory to ensure quality.
  
  "We actually have ... an AI algorithm that ... is basically reducing the amount of low performing inventory with publishers." [36:22]

Digital Out-of-Home (DOOH) and Retail Media Momentum

DOOH Growth Drivers (37:18–42:13):
- Hivestack acquisition and MasterCard data integration allow for true performance measurement in DOOH, repositioning it as a performance channel.
- With 87% of retail still in-store, DOOH is vital for driving foot traffic, aligning with physical retail's resilience and even Gen Z’s “mall revival.”
  
  “Digital of home is the perfect tool to let people know that there are pro, there are promotions around them now.” [40:19]
Retail Media Challenges & Opportunities (42:13–45:34):
- Success hinges on leveraging first-party intent data via partnerships, but omnichannel storytelling remains a complex challenge.
- The goal: create a seamless, immersive consumer journey by unifying retail audience data with other media touchpoints.

Lightning Round: Quick Insights & Predictions

Preferred LLM: Claude [46:08]
Open vs Locked Internet in 3 Years: More locked down [46:11]
Humans in Ad Ops by 2030: "Different. Absolutely. I think the manual work is doomed, but I think manual work for every single occupation is doomed." [47:26]
On Ad Tech Buzzwords: Most disliked is “AI” — “Why didn’t we say machine learning 700 times an hour? Now everything is AI.” [48:49]
Biggest Non-AI Future Change: Outcome-based buying becomes the single focus—moving past CPMs and CPCs to direct “outcome” buying.

“That should be the only single truth of everything. Anything else is just noise.” [50:28]

Notable Quotes & Memorable Moments

On Perion’s Cultural Transformation:

“...for a publicly traded company that's been around forever, pivoting over and over again is quite challenging.” — Tal Jacobson [05:50]
On AI Hype vs. Substance:

“I think a lot of people are getting confused thinking that this is the AI revolution, which is not...The layer of execution is the interesting part, which is AI agents.” — Tal Jacobson [20:00]
On Sustainability as a Byproduct:

“No CMO is going to keep their job because they save [carbon], they’re going to keep their job if the CFO can actually show growth in revenues.” — Tal Jacobson [17:32]
On Agent-to-Agent Future:

“We're preparing our entire infrastructure for that, for outmax to interact with other agents. Now. It's a future that I think is going to get here way faster than what we can imagine.” — Tal Jacobson [33:17]
On the Buzzword “AI”:

"I don't know. We've been doing AI for the past 15 years and nobody said that. We called it machine learning.” — Tal Jacobson [48:49]

Timestamps for Important Segments

04:11 – Perion’s legacy, pivots, and leadership changes
09:33 – Disconnect between stock performance and company health
12:08 – Green Bids, cross-channel AI, and competitive differentiation
16:32 – Environmental impact of AI in ad tech
19:33 – Today’s AI hype vs executional reality
27:51 – Adoption and supervision of AI agents in media buying
31:25 – AI-driven conversational UIs and emerging agent ecosystems
34:44 – Managing inventory quality in an AI-driven content world
37:18 – DOOH growth, data integrations, and in-store commerce trends
42:13 – Retail media networks, omnichannel campaigns, and brand storytelling
46:02 – Lightning round: future predictions
50:15 – Final outlook: outcome-driven buying as next big shift

Tone & Language

Both Allison and Tal keep the tone conversational, candid, and slightly irreverent toward industry fads. Tal’s practical outlook tempers any utopian or alarmist take on AI, with Allison guiding the conversation to ensure depth on both technology and business realities.

Takeaways

AI is necessary but not new: True transformation comes from embedded, agent-driven execution, not just “AI” as a buzzword.
Performance is king: Perion focuses ruthlessly on advertiser outcomes, not channel or inventory allegiance.
Humans remain in the loop: For now, AI augments but doesn’t replace operational oversight or creative strategy.
Inventory and data quality matter more than ever: Especially as AI-generated content floods the web.
The next phase: The industry will shift decidedly toward outcome-based ad buying/measurement, powered by true agentic infrastructure.

This episode provides a grounded perspective on the evolution of ad tech, the practical realities of deploying AI, and a vision for the agent-driven, omnichannel future — all with a resolutely anti-hype attitude.