🔍 Search Suggestion Intelligence Dashboard

AI Query Suggestion & Autocomplete Lifecycle, Pipeline SLA, and Cross-Platform A/B Metrics

Live Production Corpus
Total Daily Active Users (DAU)
58.55M +10.3% YoY
Across 4 production surfaces
Daily Suggestion Impressions
235.20M +14.6% YoY
4.01 impressions / user / day
Global Click-Through Rate (CTR)
37.20% Top: 39.4% (Android)
Baseline v1.0 Core UI
Mean Zero-Result Rate
1.71% -0.42% vs Legacy
Low null-search fallthrough

Surface Platform Traffic Share

DAU distribution across native apps and web

Platform Performance Matrix

CTR, typing speed, and zero-result rates by client surface

Max CTR Lift in Flight
+6.8% Android App
v1.1 Contextual Chips vs Control
Typing Speed Improvement
-0.34s Mobile Web
Faster query formulation time

Active Flight Performance Breakdown (v1.1 Category Chips vs v1.0 Control)

Real-time impact on CTR, typing latency, and zero-result rates by client surface

Weekly Throughput (W35)
18.45K +7.3% WoW
17,920 evaluated in-SLA
Auto-Acceptance Rate
66.0% Score > 0.85
31.1% auto-rejected / quarantined
P95 Evaluation Latency
42.0ms SLA < 50ms
Model: gemini-eval-v2.4
Human Review Queue
6.5% 93.4% Approval
Calibration threshold verified

Daily Batch Evaluation Funnel

Auto-accepted vs auto-rejected vs human review queue

Generation Model Quality Benchmark

Average utility score by sourcing method (0.0 to 1.0)

Query Suggestion Evaluation Log

Inspect sample evaluated suggestions, scores, and policy decisions

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ID Query Text Creation Method Utility Score Decision & Status Quality Notes & Policy Justification
Total Feature Initiatives
14 v1.0 to v2.0
Across 4 client platforms
Launched & GA
5 (36%) 100% Live
Core UI + Desktop Chips
Active Development & Flights
5 (36%) In Progress
Chips & Zero-Query
At-Risk Initiatives
2 Action Required
Mobile Web & iOS v1.1

🚨 Priority Release Blockers Under Active Remediation:

• Mobile Web v1.1 Chips (Target: Sept 8, 2026): Safari Mobile layout jumping during rapid keystrokes. Telemetry click-tracking pipeline review pending.
• iOS App v1.1 Chips (Target: Sept 16, 2026): Dynamic Type accessibility font clipping at >150% text scaling. Fix in progress with Design System UI Tokens v2.1.

Feature Roadmap & Multi-Platform SDLC Status

Milestone progress, engineering leads, health indicators, and dependencies

Feature & Version Surface Platform SDLC Phase Health & Status Target Launch Risk / Primary Blocker