Virality '25: Virality Facilitator (open on stockthemes)

1. FRED — Advance Monthly Sales for Retail and Food Services

Matchedfred · access=api · map_only

Metric/field RSXFS

Cadence monthly

Why it matters Indicates consumer spending trends, directly impacting marketing and advertising budgets for consumer-facing clients of companies like Stagwell.

Signal to watch Bullish if retail sales show consistent growth or acceleration, suggesting stronger marketing spend.

Confidence: high

2. AdImpact, Wesleyan Media Project, S&P Global — US Political Advertising Spending

Matchedadimpact_political_advertising_spend · access=file · map_only

Metric/field US Political Advertising Spending (Midterm Cycle)

Cadence quarterly

Why it matters Provides a macro view of the market opportunity for Stagwell's advocacy business, which is expected to see significant revenue boosts during the 'political super cycle' of the 2026 midterm elections.

Signal to watch Bullish if spending forecasts or reported actuals for the midterm cycle increase or exceed expectations.

Confidence: high

3. Gartner, Statista, Grand View Research — Global AI in Marketing Software Market

Matchedgrand_view_research_market_size_forecasts · access=file · map_only

Metric/field Global AI in Marketing Software Market Size & Growth

Cadence annually

Why it matters Offers a broad market context for the theme, indicating the overall opportunity and adoption rates for AI-powered marketing solutions and data infrastructure providers like Stagwell and Similarweb.

Signal to watch Bullish if market size and growth rates are accelerating, validating the theme's long-term potential.

Confidence: high

4. FRED — Consumer Confidence Index

Matchedfred · access=api · map_only

Cadence monthly

Why it matters Consumer confidence influences overall advertising and marketing budgets, as confident consumers are more likely to spend, prompting companies to increase ad spend.

Signal to watch Bullish if the index shows an upward trend or remains at high levels, indicating a favorable environment for marketing spend.

Confidence: low

5. FRED — Real Gross Domestic Product

Matchedfred · access=api · map_only

Metric/field GDPC1

Cadence monthly

Why it matters Overall economic growth is a key driver for corporate spending, including marketing and advertising, which directly impacts the revenue potential for theme members.

Signal to watch Bullish if GDP growth rates are strong and consistent, signaling a robust economic environment supportive of increased business investment in marketing.

Confidence: high

1. USASpending.gov — Federal Contract Awards

Matched (medium)cand_usaspending_gov_883b3088 · access=api · candidate

Metric/field Award Amount (USD)

Cadence quarterly

Why it matters Stagwell actively pursues and wins government contracts, making new awards a direct indicator of business expansion in this segment.

Signal to watch Bullish if Stagwell Inc. (or its subsidiaries) shows an increasing number or value of federal contract awards.

Confidence: high

2. Google Trends — Search Interest

Not in registry

Metric/field Search interest for 'AI marketing platform', 'digital intelligence platform', 'AI studio software'

Cadence weekly

Why it matters Reflects public and business interest in the core technologies and solutions offered by theme members, indicating market adoption and demand.

Signal to watch Bullish if search interest for these terms shows a sustained upward trend.

Confidence: medium

3. LinkedIn — Company Employee Headcount

Matched (medium)similarweb_app_mobile_digital_behavior · access=file · map_only

Metric/field Similarweb employee headcount (Sales and Account Management roles)

Cadence monthly

Why it matters Changes in sales and account management headcount can signal investment in growth and the company's ability to scale its go-to-market efforts, particularly for Similarweb's enterprise expansion.

Signal to watch Bullish if headcount in these roles increases, suggesting a ramp-up in sales capacity and confidence in future revenue generation.

Confidence: high

4. GitHub — Repository Activity

Matched (medium)similarweb_app_mobile_digital_behavior · access=file · map_only

Metric/field Stars, forks, and developer activity on 'Similarweb MCP Server' repository

Cadence daily

Why it matters Indicates developer interest and adoption of Similarweb's Model Context Protocol (MCP), which is crucial for integrating its data into AI workflows and expanding its ecosystem.

Signal to watch Bullish if stars, forks, and developer contributions to the repository show consistent growth.

Confidence: low

5. SEC EDGAR — 8-K Filings

Not in registry

Metric/field Number of 8-K filings by STGW and SMWB

Cadence event_driven

Why it matters 8-K filings report material events that investors should know about, such as new partnerships, significant contracts, or strategic changes, which are highly relevant to the Virality Facilitator theme.

Signal to watch Bullish if filings indicate positive developments like major client wins, strategic AI partnerships, or successful product launches.

Confidence: high

1. AdImpact / Kantar Media — Political Ad Spending Data

Matched (medium)adimpact_political_advertising_spend · access=file · map_only

Metric/field Total Political Ad Spending by Channel (Linear TV, CTV, Digital, Radio) (USD)

Cadence daily

Why it matters Provides granular, real-time data on where political ad dollars are flowing, validating the shift towards digital and CTV, which directly benefits Stagwell's advocacy business.

Signal to watch Bullish if digital and CTV ad spending for political campaigns shows significant acceleration, especially in key midterm election markets.

Confidence: high

2. Similarweb — Web Traffic & Engagement Data

Matchedsimilarweb_website_traffic_engagement · access=file · map_only

Metric/field Referral traffic from chat.openai.com to similarweb.com

Cadence daily

Why it matters Directly measures the impact of Similarweb's Model Context Protocol (MCP) integration with ChatGPT, indicating user adoption and potential for usage-based revenue.

Signal to watch Bullish if referral traffic from chat.openai.com to similarweb.com shows a consistent and meaningful increase.

Confidence: high

3. Thinknum — Job Posting Data

Matched (medium)similarweb_app_mobile_digital_behavior · access=file · map_only

Metric/field Duration of 'Sales Representative' job postings for Similarweb

Cadence daily

Why it matters Shorter posting durations for sales roles can signal successful hiring and ramp-up of the sales force, which is critical for Similarweb's ability to monetize its AI-first solutions.

Signal to watch Bullish if the average duration of sales representative job postings for Similarweb decreases, indicating efficient hiring.

Confidence: high

4. SpendHound — B2B SaaS Procurement Intelligence

Matchedspendhound_b2b_saas_ai_vendor_spend · access=file · map_only

Metric/field Stagwell Marketing Cloud adoption and spend by enterprise clients

Cadence monthly

Why it matters Provides insights into the actual enterprise adoption and spending on Stagwell's key AI-powered marketing cloud products, validating its strategic pivot and revenue growth.

Signal to watch Bullish if SpendHound data indicates increasing adoption rates and higher spend on Stagwell Marketing Cloud by enterprise customers.

Confidence: medium

5. Gartner / IDC — AI in Marketing Market Research Reports

Matchedgartner_vendor_market_share_data · access=file · map_only

Metric/field Market share and growth rates of leading AI marketing platforms

Cadence irregular

Why it matters These reports provide independent validation of market trends, competitive positioning, and adoption rates for AI in marketing, offering a macro view for the theme.

Signal to watch Bullish if reports highlight strong growth in AI marketing platform adoption and favorable positioning for companies like Stagwell and Similarweb.

Confidence: high

1. Will the U.S. ban any open-source AI model in 2026? (Before Jan 1, 2027)

Kalshi · Confidence: high

Matched (medium)pm_kalshi_ddr5_ye2027_above_95 · access=api

Market https://kalshi.com/markets/kxopensourceaiban

Why it matters A ban on open-source AI models could restrict the tools and platforms available for developing and deploying AI-powered marketing solutions, impacting Stagwell's 'agentic marketing' strategy and potentially increasing development costs. For Similarweb, it could affect the types of AI models that license its data, particularly if open-source models are a significant segment of their LLM clientele, thereby influencing its AI-related revenue growth.

Series key pm_us_opensource_ai_ban

2. US Government removes public access to another major AI model in 2026?

Polymarket · Confidence: high

Matched (medium)pm_polymarket_mu_q1_nand_rev_above_17b · access=api

Market https://polymarket.com/event/us-government-removes-public-access-to-another-major-ai-model-in-2026-20260703202936862

Why it matters Government intervention to remove public access to a major AI model would represent a significant regulatory action, potentially limiting the availability of foundational AI models that Stagwell might leverage for its 'agentic marketing' solutions. For Similarweb, it could impact the ecosystem of LLM developers they license data to, especially if a widely used model is affected, thereby impacting its data monetization strategy.

Series key pm_us_govt_ai_model_access_removal

3. Will Reddit renew data licensing with Google? (Before Jul 1, 2027)

Kalshi · Confidence: medium

Matched (medium)pm_kalshi_ddr5_ye2027_above_95 · access=api

Market https://kalshi.com/markets/kxcompanyactionrddt

Why it matters The outcome of major data licensing deals, like Reddit's with Google, reflects the broader market's willingness and regulatory environment for licensing large datasets to AI companies. A successful renewal could signal a robust market for data licensing, benefiting Similarweb's strategy of monetizing its proprietary digital behavior data for LLMs. Conversely, a failure could indicate challenges in this critical revenue stream and impact investor confidence in the AI data monetization thesis.

Series key pm_reddit_google_data_license