How a convenience store found +53% promo dwell — without changing a single display
A case study in location intelligence: how Janus separated staff movement from shopper dwell, isolated the promo zone, and surfaced a lift that conventional foot-traffic counters couldn't see. The answer was in the camera feed all along.
79,573 products and the 12 breakouts that changed everything in Q2
Signal scoring across the corpus surfaced 12 genuine breakouts this quarter — here is 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
When you track the same keywords on Google, ChatGPT, Perplexity, Claude, and Gemini simultaneously, 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 time tells you more about service quality and covers per hour than any POS metric — but almost no operator tracks it. A look at how Janus achieves +22% table dwell measurement accuracy by separating staff movement 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 cleanly onto Google's link graph. Here is why existing SEO platforms miss the point — and what a unified 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 is what the dying curve looks like before the 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, and authorized staff blend into the public count. A look at how Janus's Track Recovery and Camera Blind-Spot Tuning modules surface real congestion signal — and what 42ms latency makes possible in a live station environment.
Why 18 categories mask the real intelligence — and how to read across them
Launch Sentinel maps 18 product categories, but the most interesting signal lives at the intersections: tools migrating verticals, infrastructure players turning into SaaS, and developer utilities suddenly 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
Tracking health score 87 means little if you don't know which signals drive it. Here is a breakdown of the four answer-engine models Caposeo monitors simultaneously — and why citation share diverges even when organic rank is steady.