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AI Adaptation Research Report — PERI (Perion Network Ltd.) · WhiteSwan constituent

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AI Adaptation Research Report — PERI (Perion Network Ltd.) · WhiteSwan constituent

EventTrader research desk · generated 2026-11-05 04:01 UTC · report ai-adapt-peri-20261105 · narrative: built from the evidence pack by the platform
Company PERI — Perion Network Ltd. · SIC 7371 Services-Computer Programming Services
Book AMF-WHITESWAN (long) — WhiteSwan
Composition algorithm Swan Composite v1.1.0 — 50% AI Adaptation Score + 25% AI Story Score + 25% market verdict, conviction-weighted
Anchor filing 20-F filed 2026-03-16 (period 2025-12-31)
Adoption level 4 — native · model-confirmed
AI Adaptation Score 79.8 / 100 · run 2026-11-05 · sector software percentile 99.1
Price 11.45 USD
Place in the book rank 1 of 10 · composite 77.5 · story 50.3 · market verdict 100.0 · weight 13.5%

1. Verdict

  • PERI (Perion Network Ltd.) is a WhiteSwan constituent: its own filings document AI inside the product or operations with investment behind it, and its AI Adaptation Score ranks at the top of the software companies (SIC 7370–7379) on the 2026-11-05 run [S5].
  • The score rests on the company's 20-F filed 2026-03-16, read in full by the platform's scorer [S1].
  • Adoption level 4 — native on the 0–4 rubric, confirmed by a model read with credibility 6.0/10 [S1].
  • AI Adaptation Score 79.8 / 100, percentile 99.9 of 6503 scored filers and 99.1 within its sector (software, 585 filers) [S5].
  • What would move it: a next report that withdraws the deployments, investment or outcomes it now states [S1].

2. The company

Perion Network Ltd. files with the SEC under CIK 1338940, SIC 7371 (Services-Computer Programming Services), listed on Nasdaq [S4]. The filing the score reads is the 20-F filed 2026-03-16 for the period ended 2025-12-31, effective for the books from 2026-03-17 [S2].

3. What the filing says about AI

The scorer found 127 AI-related sentences in the 20-F: 70 in the substantive sections (business, management's discussion) and 57 in the risk factors [S1]. Signals counted in the substantive text: proprietary-model language 6, deployments 8, measured outcomes 0, investment 5, third-party vendor tools 4, exploratory language 2 [S1].

Verbatim from the filing:

"In addition, the introduction and rapid adoption of generative AI platforms, including ChatGPT, Perplexity, Copilot by Microsoft, Gemini by Google, Claude by Anthropic, and Grok by X, may lead to the development of new advertising, content discovery, and media activation tools that increase competition within the advertising technology industry." — Item 4. Information on the Company [S1] "BUSINESS OVERVIEW Perion is an advanced technology leader solving the complexities of modern digital advertising through AI-native execution infrastructure." — Item 4. Information on the Company [S1] "While initial AI applications focused primarily on the planning, workflow, and creative generation layers, the industry is now transitioning toward AI-native execution infrastructure." — Item 4. Information on the Company [S1] "Companies that have access to both those social “walled gardens” and the Open Web have an important competitive advantage; Advertisers are expected to increasingly rely on AI-native execution infrastructure and proprietary agents, such as Perion’s Outmax, to deploy custom bidding algorithms tailored to specific KPIs." — Item 4. Information on the Company [S1] "Our AI-native execution agent, Outmax, operates independently and remains truly agnostic, allocating real spend and optimizing outcomes across multiple environments—including Connected TV (CTV), Digital Out of Home (DOOH), social, commerce, and the Open Web." — Item 4. Information on the Company [S1] "We have transformed from merely utilizing AI in planning workflows to deploying an AI-native execution infrastructure." — Item 4. Information on the Company [S1] "Business Strategy Overview Our strategy is centered on operating and scaling an AI-native execution infrastructure that drives measurable outcomes across major digital advertising channels and market verticals." — Item 4. Information on the Company [S1] "AI Infrastructure for Demand & Supply Solutions The foundation of our offerings is the Perion One platform, an AI-native execution infrastructure designed to unify our diverse advertising channels, technologies, and data sets." — Item 4. Information on the Company [S1] "Company Overview Perion is an advanced technology leader redefining advertising through AI-native infrastructure, delivering real-time media execution across CTV, digital out-of-home, commerce and retail media, social and digital environments." — Item 5. Operating and Financial Review [S1] "Advertising Solutions – We generate revenue from Advertising Solutions by delivering outcome-driven campaigns across multiple digital channels, including standard and high-impact display, social, CTV, digital audio and DOOH, primarily through our unified Perion One platform, an AI-native execution infrastructure to advertisers, agencies, and publishers." — Item 5. Operating and Financial Review [S1]

4. The AI Adaptation Score

The AI Adaptation Score weighs the adoption level (0–4) at 45%, building with AI from the ground up (greenfield) at 20%, the credibility of the claims at 15%, the trajectory against the previous filing at 12% and the investment signal at 8%, with trajectory and investment measured against the company's own sector; the greenfield reward counts only from level 3 upward [S5]. PERI's score of 79.8 decomposes into level 45.0, greenfield 14.0, credibility 9.0, trajectory 5.9 and investment 5.9 points [S5]. Its cluster label for the run is builder with a margin of 49.0 points from the sector's other cluster [S5].

The model read of the filing returned level 4 (native) with confidence 0.82 and sub-scores product 9.0, operations 8.0, investment 6.0, data moat 5.0, credibility 6.0, greenfield 7.0 (each 0–10) [S1]. Its summary: "Perion positions itself as AI-native: the Perion One platform and proprietary Outmax execution agents are the core product, allocating real ad spend and optimizing outcomes across channels, with WAVE and SORT® proprietary AI tools and stated investment in foundational AI infrastructure. Operating-leverage claims are qualitative, not quantified." [S1].

"Perion is an advanced technology leader solving the complexities of modern digital advertising through AI-native execution infrastructure." — Item 4. Information on the Company [S1] "Our AI-native execution agent, Outmax, operates independently and remains truly agnostic, allocating real spend and optimizing outcomes across multiple environments" — Item 4. Information on the Company [S1] "Outmax is Perion’s proprietary, production-grade AI execution agent embedded directly within the Perion One infrastructure." — Item 4. Information on the Company [S1] "Within the Perion One initiative, we have also significantly invested in a state-of-the-art foundational AI infrastructure to power our various agentic initiatives." — Item 5. Operating and Financial Review [S1] "By reducing manual tasks, our AI-driven automation processes enable us to manage higher ad spend and campaign complexity with leaner teams, driving higher productivity and lower server costs" — Item 4. Information on the Company [S1]

5. Trajectory

The previous periodic report, the 20-F filed 2025-03-25, scored level 3 (integrated) with 72 AI sentences [S3]. The level rose by 1 between the two reports [S1].

6. Recent developments

  • wire:gnews-ma 2026-11-02T16:37+00:00: Affle 3i to Acquire Perion Network in $420 Million Cash Deal - citybiz [S7]
  • wire:gnews-ma 2026-11-02T06:00+00:00: Affle 3i to acquire Perion Network in $420M all-cash deal; Q2 net profit rises 17.4% YoY to ₹129.78 Cr - Trade Brains [S8]
  • wire:gnews-ma 2026-11-02T05:52+00:00: Affle 3i To Acquire Israeli Ad-Tech Firm Perion Network For $420 Million In All-Cash Deal - Sahi [S9]
  • wire:gnews-ma 2026-11-02T05:20+00:00: Affle to acquire Perion Network - MediaBrief [S10]
  • wire:gnews-ma 2026-11-01T22:30+00:00: Affle 3i to acquire Israels Perion Network for USD 420 mn in all-cash deal - Daily Excelsior [S11]
  • wire:gnews-ma 2026-11-01T17:31+00:00: Affle 3i to Acquire Israel's Perion Network for $420 Million, Bolstering Global Market Presence - Lokmat Times [S12]
  • wire:gnews-ma 2026-11-01T16:45+00:00: Affle 3i To Acquire Israel's Perion Network For $420M In All-Cash Deal: What Will Shareholders Get? - NDTV Profit [S13]
  • wire:gnews-ma 2026-11-01T15:18+00:00: Affle to Acquire Perion Network (PERI) in $420M Cash Deal at 34. - GuruFocus [S14]

7. What would change the verdict

PERI leaves the long book if a later report drops the deployments, investment or outcomes it now states, if the model read judges the claims uncredible, or if higher-scoring filers displace it on a later run [S5]. The book is recomposed on every scoring run from the ten highest scores that pass the liquidity screen [S5].

8. Risks and caveats

The score reads what the company discloses, not what it does: a company can adopt AI without describing it in a periodic report, and can describe it without adopting it [S5]. Risk-factor language is counted separately from substantive text and never credited as adoption; boilerplate that resembles generic risk disclosure is excluded [S5]. Only the sections the scorer parses are read (business, risk factors, management's discussion for a 10-K or 10-Q; the earnings release of an 8-K is scored but never anchors a level) [S5].

9. Watch list

  • The next periodic report of PERI (expected around 2027-03-16) and its AI sentences [S4].
  • The model read of the current filing (done) [S5].
  • The next scoring run's AI Adaptation Score and the book's recomposition [S5].

Place in the book

  • Rank 1 of 10 in AMF-WHITESWAN (Swan Composite v1.1.0, scoring run 2026-11-05): the book holds the highest composites [S5].
  • Composite: 0.50 × 79.8 (AAS) + 0.25 × 50.3 (story) + 0.25 × 100.0 (market) = 77.5 [S5].
  • Market verdict 100.0: over the last 90 days PERI rose more and fell less than the software universe's median daily return (down-capture 1.18, up-capture 3.38, L = 2.20; 32 down / 19 up days) — the Failure-To-Adapt fund's selection signal, 50 = moves with the software universe's median daily return [S5].
  • AI Story Score 50.3: no AI story or a neutral one in the AI stories written about the company [S5].
  • Weight: rank factor 2.00 (rank 1 of 10) × story factor 1.00 × market factor 1.50, normalised across the book and clamped to 5–20% → 13.5% [S5].

Sources

Method and disclaimer

The AI Adaptation Score reads each company's own periodic SEC reports (10-K, 10-Q, 20-F, 40-F): deterministic features (AI sentences by section, proprietary-model, deployment, outcome, investment and vendor language, boilerplate and negation excluded) set an adoption level on a 0–4 rubric; a model read of the filing's AI sentences confirms the level and scores credibility and greenfield (the business built with AI from the ground up rather than retrofitted); the score combines level, greenfield, credibility, trajectory against the previous report and investment, measured against the company's sector, with greenfield carrying the highest reward. The books are composed by Swan Composite v1.1.0: each company's composite is 50% AI Adaptation Score + 25% AI Story Score + 25% market verdict — the AI Story Score is the sentiment of the AI stories written about it, the belief network of companies named in the same stories and the price reaction to those stories (no story scores neutral); the market verdict is the Failure-To-Adapt fund's selection signal, the signed down/up capture ratio of the stock against the software universe's median return over 90 days (a stock that falls more and rises less than its peers scores below 50). AMF-BLACKSWAN holds the ten lowest composites that pass the liquidity screen and the new-listing gate and AMF-WHITESWAN the ten highest, weighted by conviction (rank, story agreement and market agreement, each leg 5–20%), recomposed on every scoring run. Every quote in this report is the filing's text verbatim; every factual sentence names its source; a source the platform could not reach is reported as missing, never filled in.

This report is information, not investment advice. Figures come from the cited sources as of their dates. Nothing here is a recommendation to buy, sell or hold any asset.

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