ads / labResearch note 01 · 04 Oct 2026

An exploration in progress

Useful attention.
Simpler operations.

What becomes possible when a small team can build useful websites, bring people to them, and connect advertising services with far less overhead?

Start with one real experiment

The opportunity is in the operation.

Advertising has mature buying, delivery, measurement, and payment systems. The idea is to wire those systems together effectively, with agents reducing the effort of building and running the service. The outcome should be an easier way for useful websites to earn from the audiences they serve.

Cribbage is the first destination: a game worth playing and returning to. Its value to the player is the foundation. Paid distribution can introduce people to it; advertising may eventually help fund that experience.

01

Build something worth returning to

Retention is evidence of usefulness and an input to the economics. The game should stand on its own.

02

Use what already works

Connect established services. Choose the smallest integration that answers the next important question.

03

Keep value aligned

Real people, accurately represented placements, a clear publisher share, and an experience that respects attention.

Learn on an owned site.
Make the operation useful to others.

PHASE ONE · BOOTSTRAP

Buy an introduction.

Start with Cribbage. Purchase a bounded campaign, observe real play, and learn the cost of acquiring and retaining players. Use existing infrastructure where needed.

The first budget buys evidence. Immediate advertising payback is an open question.

PHASE TWO · THE EXISTING WEB

Connect existing audiences.

Help independent publishers access advertiser demand and manage their monetization. Their audiences may already arrive through search, repeat visits, or their own distribution.

The platform earns a fee or share. It does not need to purchase every visit.

Agent-centric could mean an owner’s authorized agent connects a site, sets preferences, and manages earnings through an API. Ads inside AI products are a separate possible channel. Neither requires a new advertising exchange.

Make the assumptions visible.

One paid introduction can lead to one session or many. A publisher’s ad receipts and a platform’s retained fee are different quantities. The models below keep them separate.

SOURCED CONTEXT

WordStream’s 2026 report lists traffic-campaign CPCs of $0.34 for Arts & Entertainment and $0.60 overall. These are broad campaign benchmarks, not prices we have achieved for a browser game. Read the source ↗

MODEL A · OWNED SITE

Can repeat play repay acquisition?

Editable assumptions

Revenue per 1,000 sessions is after upstream ad fees, before our operating costs. No comparable Cribbage yield has been measured. Each acquired visitor’s average includes people who never return.

Revenue per purchased click$0.05
After acquisition, before other costs−$0.29
Sessions per arrival to repay acquisition34

At these assumptions, repeat play has not yet repaid acquisition.

How sensitive is payback? Favorable case: every click becomes a valid arrival; operating costs excluded. Revenue rates are assumptions.
Revenue / 1,000 sessionsPer sessionSessions to recover $0.10Sessions to recover $0.34
$2$0.00250170
$10$0.011034
$25$0.025414, rounded up

MODEL B · PUBLISHER SERVICE

What does the platform retain?

Editable assumptions

Publishers bring their audiences. This model applies our share to receipts after upstream fees. The publisher payout is not our revenue. The operating-cost input is illustrative and should include support, payments, infrastructure, sales, and other service costs.

Publisher payouts$9,000
Platform retained revenue$1,000
After modeled operating costs$0

A 10% take rate is not a 10% profit margin. Founder compensation, taxes, timing of payments, and unmodeled costs still matter.

What cheaper compute changes

It can lower development and operating effort, and make more experiments affordable. Acquisition prices, advertiser demand, retention, partner access, and support workload still need their own evidence. Two visible ad slots do not establish the number of billable impressions in a long game.

PROPOSED · NO SPEND AUTHORIZED

Purchase a small campaign
that sends people to Cribbage.

Begin with an advertisement for a useful game. Observe what happens after the click. A full publisher platform and advertising inside the game can follow the evidence.

  1. Make the destination ready.A playable public landing experience, appropriate public-page and recording settings, and a way to measure arrivals and play.
  2. Specify one bounded campaign.One channel, audience, creative, capped budget, duration, and stop condition. Confirm the actual purchase before spending.
  3. Measure the whole journey.Spend → valid arrivals → game starts → completed games → returns. Track operator work as well.
  4. Decide from the result.Continue, change the audience or experience, or stop. Report revenue as unknown until monetization is actually active.

The earlier $100 campaign and $0.10 click were examples. They are neither approved budgets nor achieved results. No paid campaign, demand agreement, or public launch of Cribbage is authorized by this research page.

Existing pieces. Open choices.

These sources establish possible mechanisms and constraints. They do not establish access, negotiated terms, or this project’s performance. Checked 4 October 2026.

RESEARCH NOTE 02

The tools already out there

Channels open to an individual, click ids and server-side conversions, which ad platforms an agent can drive, demand partners with their minimums, the agentic standards that are live versus announced, and payout rails. Sourced.

ACQUISITION

WordStream / LocaliQ

2026 Meta campaign benchmarks. Broad US sample; directional context with methodology editing inconsistencies, not game-specific estimates.

ENTRY REQUIREMENTS

AdSense eligibility

Original, useful content and policy compliance. No numerical traffic minimum appears in this checklist; approval remains a separate step.

PAID ACQUISITION

Purchasing traffic

Google allows compliant paid promotion and places responsibility for traffic quality on the publisher.

VALUE TO THE VISITOR

Destination requirements

Useful original destinations matter. Advertising-heavy pages and replicated content without added value can be disapproved.

MONEY FLOW

AdSense revenue share

Publisher earnings follow upstream fees. Keep advertiser spending, publisher receipts, and a subsequent platform share separate.

MULTIPLE PUBLISHERS

Ad Manager MCM

Account or inventory delegation and payment arrangements for publishers. An Ad Manager 360 feature; access is not established here.

PLATFORM INTEGRATION

AdSense for Platforms

Enterprise onboarding, reporting, and revenue sharing for suitable platforms and site builders. A research lead, not a selected provider.

EXISTING INFRASTRUCTURE

Prebid

Tools for connecting demand bids to ad opportunities. The software and the commercial demand relationships are separate pieces.

DEMAND CONNECTIONS

Kevel Relay

Programmatic interfaces for demand partners. Its setup requires a commercial demand agreement before the integration.

PARTNER CONSTRAINTS

Playwire

Published website minimum: 500,000 monthly pageviews. Net-60 payment terms. Its layout requirements need comparison with a restrained game experience.

AGENTS

IAB Tech Lab

Agentic advertising standards and buyer/seller reference implementations. A foundation to examine as the agent’s role becomes clearer.