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Field notes from the intelligence layer.

Dispatches on physical-space analytics, AI-search visibility, and product-market intelligence — written by the Moonlight team.

79,573 products and the 12 breakouts that changed everything in Q2

Signal scoring across the corpus surfaced 12 genuine breakouts this quarter — here's how the liveness probes and press-velocity models spotted them before the noise did.

4 answer engines, one workspace: what we learned tracking 12.4K keywords across Google and AI

Track the same keywords on Google, ChatGPT, Perplexity, Claude, and Gemini at once and the divergence is striking. A breakdown of what Caposeo's unified workspace reveals about modern search fragmentation.

The table-dwell problem: why restaurants are flying blind on their best metric

Table dwell tells you more about service quality and covers-per-hour than any POS metric — yet almost no operator tracks it. How Janus hits +22% table-dwell accuracy by separating staff from genuine guest time.

AEO is not SEO with a different acronym — and most tooling gets this wrong

Answer-engine optimization has distinct signals, different latency curves, and a citation model that doesn't map onto Google's link graph. Why existing SEO platforms miss the point — and what a health score of 87 actually measures.

Product death is quieter than you think — and signal scoring catches it early

Most products don't die with a press release. They die in the data — declining liveness probes, zero press velocity, no new reviews. Across 18 categories, here's what the dying curve looks like before founders admit it.

Transit operators have a +19% congestion problem they can't see — Janus can

Crowd-flow modeling in transit is hard: people move fast, cameras have blind spots, authorized staff blend into the public count. How Track Recovery and Camera Blind-Spot Tuning surface real congestion signal — and what 42ms latency makes possible live.

Why 18 categories mask the real intelligence — and how to read across them

The most interesting signal lives at the intersections: tools migrating verticals, infrastructure turning into SaaS, developer utilities acquiring consumer traction. A guide to reading cross-category movement in the corpus.

The visibility gap: what Google tells you vs. what Gemini, ChatGPT and Perplexity say about you

A health score of 87 means little if you don't know which signals drive it. A breakdown of the four answer-engine models Caposeo monitors at once — and why citation share diverges even when organic rank holds steady.

94% model confidence: how Janus knows when not to trust its own numbers

Confidence and coverage scoring is the unglamorous module that makes the rest trustworthy. Why every Janus metric ships with an uncertainty band — and how a low-coverage camera angle quietly gets down-weighted.

Press velocity, decoded: reading the 0-to-40-articles-in-72-hours curve

A product going from zero to forty articles in three days looks nothing like steady background press. How rate-of-change on coverage volume separates a real breakout from a one-day spike.

Citation share is the new rank: a field guide to the 4-engine AI-search race

When customers ask ChatGPT or Perplexity instead of Google, citation share predicts traffic before analytics ever sees it. What we track, why share diverges by engine, and how to read the donut.

42ms and no faces stored: the engineering behind privacy-safe floor intelligence

The moat is operational intelligence, not biometrics. How Janus reads zones, flow, and dwell at 42ms latency without storing a single face — and why that constraint makes the product, not limits it.

12 breakouts, one method: the anomaly model behind Launch Sentinel's alerts

Anomaly detection flags products breaking from their own history — not from an arbitrary threshold. A look under the hood at how 12 current breakouts cleared the bar while thousands of launches didn't.

A health score of 87, explained: what actually moves crawl, speed, and citations

One number from many signals invites the obvious question: which ones matter? A transparent breakdown of how crawl coverage, Core Web Vitals, structured data, and AI citations roll up into a single index.

From cameras to covers-per-hour: turning dwell into a number a GM can use

Raw dwell time is an analyst's metric. How Janus translates guest-only table dwell into the operational numbers a floor manager actually acts on — without adding a single dashboard to their morning.

Briefings

Shorter signals from the desk.

  • Janus restaurant pilot crosses +22% guest table dwell.Physical · Jun 18
  • Caposeo adds a fourth-engine recalibration to the daily citation probe.AI search · Jun 16
  • Launch Sentinel corpus passes 79,573 tracked products.Markets · Jun 10
  • Zone heat-map confidence bands now ship in every Janus deployment.Physical · Jun 2
  • Signal scoring recalibrated across all 18 categories.Markets · May 30
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