00 Pattern Findings Statistical correlations across intervention events · Cohen's d ≥ 0.3 · n ≥ 3 · hypothesis only, never causation

Top 5 findings by effect size across all categories

Strong patch→anticheat — Sentiment 30d: -0.3% (less damage than -0.8% single-event avg)

Pairing these action types within 14 days reduces signal damage compared to single events. Treat with caution — small sample.

n=5 events d=1.33 small sample See evidence →
Strong patch→comms — Sentiment 30d: -0.4% (less damage than -0.8% single-event avg)

Pairing these action types within 14 days reduces signal damage compared to single events.

n=16 events d=1.04 See evidence →
Strong CCU 30d worsening: -4.0% early → -26.5% recent

Signal response is worsening as the game ages — interventions are producing diminishing returns.

n=38 events d=0.91 See evidence →
Strong anticheat→patch — CCU 7d: -22.3% (more damage than -4.9% single-event avg)

This action sequence correlates with amplified signal damage vs single events. Treat with caution — small sample.

n=3 events d=0.91 small sample See evidence →
Moderate CCU 7d worsening: +1.2% early → -11.0% recent

Signal response is worsening as the game ages — interventions are producing diminishing returns.

n=38 events d=0.65 See evidence →
01 Verdict How we got here · composite assessment · supporting evidence
HLTV Healthy Lifetime Value · composite 0–100
53 /100
Trust
60
30% weight
Sentiment trajectory + studio communication quality
Health
65
25% weight
Fair-play + infrastructure + anti-cheat operations
Aspiration
54
30% weight
Retention + reward design + reason to return weekly
IP
20
15% weight
Out-of-game value reinforcing in-game accomplishment
Persistence curve position Month 6.5 since launch
— Persistence archetypes — Cautionary archetypes ◆ ARC Raiders (current)
Archetype positions are normalized for comparability. Underlying KPIs differ — see archetype detail for native metric.
Rainbow Six Siege
Persistence via infrastructure investment
Key move Operation Health: 6-month pause on content to fix netcode and matchmaking, with weekly progress updates.
Sea of Thieves
Persistence via continuous content trimming
Key move Sunset Arena, double content cadence, monthly narrative seasons.
Destiny 2
Persistence via aspiration design
Key move Forsaken expansion + overhaul of weekly reward structure. Sunsetting vaulted to force fresh aspiration each season.
Final Fantasy XIV
Persistence via operational trust recovery
Key move Yoshi-P public apology, server capacity investment, 14-day free login for affected players, weekly queue time transparency posts.
Diablo III
Marketplace cautionary archetype
Key move Auction House removal + Loot 2.0 (smart drops, personal loot). Removal was the recovery, not an addition.
Anthem
Sputter cautionary archetype
Key move Anthem NEXT announced, development confirmed cancelled. Players who returned for the announcement left permanently.
Current thesis

Verdict thesis drafts after HLTV scores compute and Arc Raiders' archetype position is confirmed. Hand-curated by the author before Phase 7 audit. Stored in admin settings.

90-day forecast

90-day forecast drafts after HLTV scores and persistence curve are computed. Must explicitly cite the closest archetype and the intervention most likely to move HLTV.

02 Signal Stack Underlying signals · ordered by predictive weight · public proxies only

Trust & aspiration signals

Last verified 12 May 2026 · 13:17

Player activity, sentiment, creator coverage, and communication cadence. Direct inputs to the Trust and Aspiration HLTV pillars.

TRUST Steam CCU trajectory
Stable
55,136 concurrent players
Proxy for Destiny 2 month 6 — ~82% CCU drop from launch peak stabilized before Forsaken pivot. Recovery hinged on announced content roadmap, not passive retention.
ASPIRATION Creator concentration
Stable
23% top-stream share
Proxy for Sea of Thieves month 7 — creator dependency peaked during content drought. Broad content cadence (not streamer deals) was the structural fix.
TRUST Steam review sentiment
Stable
85% positive
Proxy for FFXIV month 4 — positive review velocity held above 76% during communication silence before patch notes resumed. Suggests residual goodwill buffer.
ASPIRATION Twitch live viewership
Low
17,378 live viewers 4% of peak
Proxy for Destiny 2 month 5 — Twitch viewership floor before Forsaken announcement. Live viewer count is a lagging indicator; creator count is the leading one.
TRUST Communication cadence
Stable
10 posts / 30 days last 0d ago
Proxy for FFXIV month 5 — communication silence before a major announcement created a trust gap that took 8 weeks to close. Predictable cadence matters more than volume.
IP Brand-search SERP ownership
Displaced
8/10 top SERP results not Embark
Proxy for Bungie Rewards month 8 — brand-search capture is a measurable proxy for IP gravity. When third parties dominate brand queries, perception of out-of-game value leaks.
TRUST Reddit community discourse
Tracked
7,025 top post upvotes
Top post: Shockwave clears the mist of Riven Tides map
HEALTH Anti-cheat & infrastructure signal
No collector
proxy: anti-cheat comms frequency
Health pillar requires a dedicated collector. Proxy: track frequency of anti-cheat communications in official channels and Reddit cheat-signal posts. No internal telemetry available.

Economy diagnostic signals

Last verified 12 May 2026 · 13:17
Decision gate — not a prescription

These signals indicate the shape of value flow around ARC Raiders — whether the player economy is cosmetic/status, social/status, or progression-linked. That question must be answered before any marketplace or economy design recommendation can be made. Embarkation does not prescribe a native marketplace. What exists today is the context for that decision.

ECONOMY Reddit economy demand signal
Signal active
1/25 top posts discuss economy or endgame
Proxy for Destiny 2 month 4 — economy discourse peak in community preceded official endgame design announcements. High signal = players are surfacing a gap before press coverage does.
ECONOMY Third-party market presence
Observable
4 unaffiliated platforms operating today
Item trading (MetaForge, Odealo) · bounty platforms (Repeat.gg, Challengermode) · SERP capture · community demand. Existence is the signal — transaction volume is not public.

Achievement-linked IP signals

Out-of-game value that reinforces in-game accomplishment. Inputs to the IP HLTV pillar.

IP Official merch SERP position
2 official in top 10
2/10 Embark-owned results for "arc raiders merch"
Proxy for Bungie Rewards — official merch SERP presence is a measurable proxy for brand-extending IP gravity. When this is 0, the purchase intent signal goes entirely to third parties.
IP Physical collectibles program
Concept stage
no program exists yet
Prior art: Bungie Guardian shells, Valorant Champions merch, CS:GO cryptographic item IDs. Achievement-linked physical items that earned, not bought — turns secondary market into a brand channel. Full brief in the Playbook layer.

Intervention ledger

38 events logged · view all

Every official Embark action since launch with pre/post signal deltas. Patches · comms · anti-cheat · creator events.

12 May 2026 PATCH Patch Notes 1.28.0
↓ CCU 7d -23.4%
08 May 2026 COMMS Riven Tides Feedback Survey
↓ CCU 7d -11.8%
07 May 2026 ANTICHEAT Ensuring Fair Play
↓ CCU 7d -9.2%
07 May 2026 COMMS Anticheat
↓ CCU 7d -9.2%
05 May 2026 PATCH Patch Notes 1.27.0
↓ CCU 30d -14.8%
03 Playbook What to do next · role brief · strategic recommendations · contact
Handoff 3 — in progress

The Playbook layer closes the argument: what a Player Ecosystem Architect at Embark Studios would prioritize in the next 90 days, and why this artifact is the operating model for that role.

3.1
The 90-day sprint
Prioritized intervention list derived from Signal Stack and HLTV pillar gaps. Ordered by control × confidence × leverage.
3.2
Collectible Tier System brief
Full concept brief for the achievement-linked physical collectibles program. Design rationale, authentication architecture, risk register, fulfillment path.
3.3
The operator model
What a Player Ecosystem function looks like inside a studio like Embark — scope, responsibilities, operating cadence, how it interfaces with live ops and community.
3.4
Contact
Andreas Persson — perssonfsweden@gmail.com · LinkedIn