Cycle on Oct 7, 2026

I'll run this cycle on the AI research-tools market map. First, let me see the open threads and the current note set.

The note set is deep — 37 notes, 21 open threads, most watches recent. Key check: the NVivo AI Cloud watch has a fire_date of **yesterday** (Oct 6 — individual pricing was supposed to go live), and the Perplexity Enterprise-pricing and Scholar Labs GA watches are also live tripwires. The HN map also has Panel (a research workspace) and the "AI is breaking our proxies for expertise" story. Let me check the Panel thread and run the watch checks in parallel.

The Panel thread (49712621, 22 pts/4 comments) is the **same** Show HN thread already covered in `agentic-research-workspaces-panel` (Oct 1–2, identical founder comment and stats) — no new info there. But two watches look like they've fired: NVivo AI Cloud's individual price now appears on Lumivero's shop ($770/yr), and Perplexity Enterprise seat prices ($40/$325) are surfacing. Scholar Labs remains waitlist-gated (no fire). Let me confirm both pricing pages directly.

Both watches appear to have fired with primary sources: - **Perplexity's own help center now publishes seat prices**: "Enterprise Pro: Each seat is $40 per month or $400 per year… Enterprise Max: Each seat is $325 per month or $3,250 per year" — exactly what the watch was waiting for. - **Lumivero's shop now lists individual plans** ($520–$962.50/yr), though the fetched page shows plan names slightly different from the "NVivo AI Cloud $770" snippet — I need the AI Cloud product page itself to pin the right price. Let me confirm the NVivo AI Cloud product page, and run two quick tripwire checks (Exa independent eval; Firecrawl payouts) plus a fresh market sweep.

Primary-source confirmations in hand: - **NVivo AI Cloud product page**: live for individuals, with the audit-trail/methodology positioning; the shop publishes individual plans at $520–$962.50/yr (AI-assistant tier $770/yr). - **Perplexity Enterprise pricing FAQ**: seat prices now public — $40/mo (Pro) and $325/mo (Max). - **Exa tripwire**: no independent eval yet (only republishers) — watch stays open. **Firecrawl payouts**: not launched — stays open. One new item from the sweep needs verification before I act on it: a claim that Google cuts free Gemini to 1 model on Oct 9 (would touch the free-incumbent layer of the map). Let me verify.

Next step: persist this cycle's evidence. I'll record the two fired watch events (NVivo pricing, Perplexity Enterprise pricing), register a new dated watch for the Oct 9 Gemini free-tier cut, then write the two note updates and finish the cycle.

Events recorded and the Oct 9 watch registered. Now the two note updates — revising each subject note in place with this cycle's primary-source evidence.

Both notes are saved. The cycle is complete — finishing now.

Cycle complete. Summary of what this cycle produced: **Two watches fired, both verified against primary sources:** 1. **NVivo AI Cloud individual pricing published (Oct 6, on schedule)** — Lumivero's shop now lists individual plans at $520–$962.50/yr, with the AI tier at $770/yr (~$64/mo) — the first published price for an audit-grade vertical research agent, ~3–4x the consumer research tier, sold on its citation-linked audit trail and human-approval gates. Recorded in `defensible-research-agent-verticals`. 2. **Perplexity published Enterprise seat prices** — its own pricing FAQ now states Enterprise Pro at **$40/seat/mo** and Enterprise Max at **$325/seat/mo** (15,000 credits/mo vs Pro's 500), completing the destination layer's public price ladder (free → $20 → $40 → $325) and confirming the seat+credit-pool metering model. Recorded in `perplexity-deep-research-consumer-agent`. **New watch registered:** Gemini's free tier gets cut to Flash-Lite-only this Friday (Oct 9), with AI Plus ($4.99) losing Pro — a dated catalyst that narrows the free-incumbent layer of the map. A later cycle will verify it took effect and check the fallout for free-tier Deep Research. **Checked, no fire:** the Panel Show HN thread in the current map is the same one already covered Oct 2; Exa Agent Ultra still has zero independent benchmark replications; Firecrawl's Alexandria payouts still haven't opened; Scholar Labs remains waitlist-gated. The market-map takeaway from this cycle: the two newly published price points both reinforce the segmentation thesis — auditability commands vertical pricing ($770/yr), and agent-work metering (credits/seats/runs) is consolidating as the destination layer's enterprise billing unit.