Institutional Cluster

SERV

Serve Robotics Inc. /DE/
NEUTRAL
Impact 3/10
Horizonweeks Processed3mo ago
Institutional cluster: 3 buyers, 1 sellers (bullish)
Actionable Insight • Neutral

The cluster is entirely passive rebalancing — no active manager signal. Monitor for any active fund 13F filings (e.g., ARK, Citadel) that would indicate genuine conviction. The historical calibration warns against reading this as bullish.

DirectionNeutral
Confidencemedium
Horizonweeks
Final — all horizons settled through T+60d ⚠ clustered
SERV ▼ -33.53% at T+60d
NEUTRAL call ✗ call lost -33.53% · α vs SPY -37.93% · entry $7.44 → $4.95
Entry anchored
Jun 10, 04:05 PM ET
via exchange tick
T+1d
-6.32%
call -6.32% · α -6.86%
$6.97
settled 4mo ago
T+5d
-10.08%
call -10.08% · α -10.51%
$6.69
settled 4mo ago
T+20d
-18.82%
call -18.82% · α -20.71%
$6.04
settled 3mo ago
T+60d
-33.53%
call -33.53% · α -37.93%
$4.95
settled 24d ago

Executive Summary

Three mega-passive institutional investors (Vanguard, BlackRock, State Street) collectively added $25.8M to their Serve Robotics positions in Q3 2025, while Morgan Stanley trimmed $4.4M. The buying is dominated by index-fund rebalancing, not active manager conviction, and the historical calibration shows this filing type and score level have a net negative average alpha at T+20. The cluster signal is weak.

Key Financial Metrics

Direction
accumulating
Buy Value
$84.4M
Sell Value
$10.1M
Net Flow
$21.4M

Institutional Positions

Net institutional flow: $21.4M

▲ Buyers (3)

InstitutionActionChangePosition ValueValue Δ
VanguardADD+25.2%$30.2M$6.5M
BlackRockADD+56.3%$43.0M$15.9M
State StreetADD+41.3%$11.2M$3.4M

▼ Sellers (1)

InstitutionActionChangePrev ValueValue Δ
Morgan StanleyTRIM-44.7%$10.1M-$4.4M

Key Facts

  • 3 mega-passive buyers added $25.8M net; 1 mega-passive seller trimmed $4.4M
  • Vanguard added 521.9K shares (+25.2%), BlackRock added 1.33M shares (+56.3%), State Street added 281.0K shares (+41.3%)
  • Morgan Stanley trimmed 394.5K shares (-44.7%)
  • All four institutions are mega-passive/index-fund managers — zero active managers in the cluster
  • Historical calibration: score-3 reports in this segment have a net negative average alpha at T+20

Financial Impact

3 institutions accumulated $84.4M in current holdings, adding $25.8M net; 1 institution reduced holdings by $4.4M

institutional ownershipfloat

Risk Factors

  • All moves are from mega-passive funds — likely index rebalancing, not fundamental thesis
  • Historical calibration shows net negative alpha at T+20 for this filing type and score level
  • 13F data is 45+ days stale; positions may have already been reversed

Market Snapshot

Exchange
Nasdaq
Sector
General Industrial Machinery & Equipment, NEC
Analyst Consensus
87% bullish (15 analysts)

Investment Themes

Robotics & Automation

Documents Analyzed

This report is based on 1 institutional 13F filing from SEC EDGAR.

DocumentAccession Number
INST-CLUSTER Data (Synthetic)inst-cluster-SERV-2025-Q3
21 reports for SERV
Performance horizon
70% Hit rate 7 of 10 directional calls best @ T+60▲ +40.53%May 14, 2026
Filters
Rows
Reports for SERV — sortable, filterable
TypeNow
Aug 19, 2026
6w ago
Insider Cluster
BEARISH ★ 4/10
$4.74 $4.41▲ +6.86%▲ +6.86%—
Aug 17, 2026
6w ago
8-K
BEARISH ★ 6/10
$4.90 $4.33▲ +11.63%▲ +9.66%—
Aug 6, 2026
8w ago
Press Release
BEARISH ★ 7/10
$5.09 $4.95▲ +2.75%▲ +2.36%—
Jun 11, 2026
16w ago
Institutional Cluster
BULLISH ★ 4/10
$7.44 $6.04▼ −18.82%▼ −20.71%—
Jun 11, 2026
16w ago
Institutional Cluster
NEUTRAL ★ 3/10
$7.44 $6.04▼ −18.82%▼ −20.71%—
May 15, 2026
20w ago
EFFECT
BEARISH ★ 7/10
$8.24 $7.22▲ +12.38%▲ +14.50%—
May 14, 2026
20w ago
424B5
BEARISH ★ 7/10
$8.24 $6.97▲ +15.41%▲ +17.53%—
May 11, 2026
20w ago
S-3
BEARISH ★ 7/10
$8.85 $6.94▲ +21.58%▲ +21.28%—
May 11, 2026
20w ago
8-K
MIXED ★ 5/10
$8.85 $6.94▼ −21.58%▼ −21.28%—
May 7, 2026
21w ago
8-K
NEUTRAL ★ 4/10
$8.77 $7.75▼ −11.63%▼ −11.65%—
Showing 10 of 21

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Report published Jun 11, 2026