Research + worked prototype / draft

Public Signals for Better IRL Campaign Briefs

Research question: Can a public-signal planner help brands identify promising IRL contexts and prepare better Host conversations while preserving the boundary between public evidence, product hypotheses, and outcomes that require a real pilot?

Evidence standard

This draft uses three evidence layers. Public-health evidence from WHO and the U.S. Surgeon General supports the importance of connection and social infrastructure, not a claim that marketing improves health. Vendor and industry surveys from Eventbrite, Freeman, IAB, and CreatorIQ show market direction and reported preferences, but are not neutral population studies. Company, press, and first-party sources establish what was publicly described or recorded. They do not establish causal campaign performance.

1. Why IRL infrastructure matters

The WHO's June 2025 release says loneliness affects 1 in 6 people worldwide and links loneliness to more than 871,000 deaths annually. It identifies inadequate community infrastructure as one contributor and points to parks, libraries, and cafés as part of the response. Places and rituals that make it easier for people to meet are infrastructure, not simply media inventory. WHO, 2025

The same release reports that 17% to 21% of people aged 13 to 29 reported feeling lonely. The Surgeon General's advisory also frames connection as relevant to individual and community health. These figures do not tell a brand what to sponsor. They explain why the quality of social environments deserves attention beyond impressions. U.S. Surgeon General

Eventbrite's survey of 2,000 U.S. respondents aged 18 to 35 found 95% interested in exploring online interests through in-person events. It reported that 84% of interest-based event attendees had developed close friendships and 73% planned to attend live events in the next six months. These are survey and platform signals, not a representative account of all social life, but they help explain why a brand might support a gathering that already has a reason to exist. Eventbrite, Fourth Spaces

2. Hosts as a creator channel

Rothy's offers an adjacent example. Modern Retail reported that roughly 200 readers of Erika Veurink's newsletter attended a Rothy's-supported vintage sale at the brand's Nolita store, followed by a pizza-making party hosted by Emily Sundberg. Rothy's gave Sundberg creative control. The article reported a 75% increase in store foot traffic that day. That is a company-reported result in press coverage, not controlled incrementality, but it shows the commercial logic: the Host contributes a reason to leave the house, a social format, and a relationship that predates the sponsorship. Modern Retail

Offline's public launch coverage describes a model connecting brands with IRL communities to cohost and sponsor events, including a Le Monde Gourmand pilot with Los Angeles micro-communities. Andrew Roth's public activity is the supplied reference for the broader Le Monde Gourmand x Sephora 13-event series. Andrew Roth · Offline launch coverage

This prototype tests a narrow idea around that model. A planner can help a brand arrive with a sharper brief: what is happening nearby, what kind of gathering is it, what makes the context compatible, and what still has to be learned from a Host.

3. The creator-measurement gap

IAB projects U.S. creator ad spend at $37 billion in 2025, up 26% year over year, while identifying measurement, standards, and operational tools as opportunity areas. Its measurement landscape describes fragmented metrics, siloed platforms, and proxy-based ROI as enterprise risks. IAB ad-spend report · IAB measurement landscape

CreatorIQ's 2025 to 2026 report ranked follower count as brands' least-important listed selection factor, at 8%, behind campaign fit, audience demographics, brand affinity, and content performance. That survey does not prove a Host record solves selection. It supports a narrower point: brands already look beyond follower totals when judging fit. CreatorIQ report

Freeman's 2024 attendee research reported that 80% considered in-person events the most trusted available marketing channel. The practical measurement conclusion is that attendance, participation, content, follow-up, and business outcomes should be separate fields instead of one score. Freeman attendee research

4. Worked prototype

The prototype starts with NYC Permitted Event Information. It exposes event name, dates, type, borough, and location. It does not expose Host trust, expected attendance, pricing, conversion, campaign lift, or Offline inventory.

For a hypothetical beauty or fragrance brief on August 15, 2026, the prototype compares public-facing contexts and keeps the original record attached to every result. The score is a research aid, not a prediction.

The method's value is inspectability. A brand can disagree with the ranking without losing the evidence. A Host can correct the context without being treated as an opaque data point.

5. Product hypothesis

A testable extension is a creator-controlled Host record, not an existing Offline feature. A Host could choose what to publish and verify: recurring formats, neighborhoods served, broad audience interests, accessibility constraints, prior event links, consented check-in summaries, and selected post-event artifacts. The record could distinguish self-description, public-source evidence, brand-reported data, and independently verified data.

The design principle is control. A Host should decide what they convene, what they do not disclose, and what a brand must ask directly. The record should not become a hidden rating or pressure to expose members.

6. Limits and pilot questions

The prototype is not a marketplace, attendance model, or measurement layer. NYC permits capture approved public events, not the full social landscape. Event names and locations are unevenly descriptive. A public signal can identify a context without identifying the right Host.

A real pilot should test whether planners reach better-qualified Hosts faster, Hosts retain meaningful control, public signals reduce research time without false confidence, and a shared measurement design can connect attendance, content, feedback, and business outcomes without collapsing them into one score. Privacy, consent, accessibility, cancellation, and attribution are product requirements, not footnotes.

Source ledger

Draft by Rishva Iyer. Sources are linked beside the claims they support. Company and industry figures retain their original evidentiary limits.