AppsClicks
The AppsClicks platform

Every signal, scored
in under 18ms.

A purpose-built infrastructure for mobile performance — 47 machine-learning signals per impression, edge-distributed fraud detection, and an attribution fabric that closes the loop across every MMP and self-attributing network.

18ms
decision latency
47
ML signals / scan
99.97%
platform uptime
AI CORE
Impression
Click
Install
Event
Cohort
LTV
Fraud
Signal
AI Attribution Stack

Five layers. One decision. In milliseconds.

Our ML stack rides on Cloudflare's edge and replicates to every region you sell in. Every layer is observable, every decision is reproducible.

Raw signal capture

Ingest Layer

3.8B events/day
  • S2S postbacks, SDK-less click handoffs
  • Edge-terminated TLS 1.3 in 14 regions
  • Sub-6ms event normalization
47 real-time features

Feature Engine

p95 4.2ms
  • Device fingerprint + entropy vector
  • Placement × publisher × geo embeddings
  • Time-decayed user behavior vectors
Probabilistic + deterministic

Attribution Model

<1% variance
  • SKAN 4.0, Privacy Sandbox & MMP parity
  • Gradient-boosted click-through scoring
  • Deterministic fallback with first-party signals
Bid × creative × placement

Optimization Brain

+38% ROAS lift
  • Contextual bandits on 120k placements
  • LTV-curve-aware pacing
  • Incrementality-tested budget shifts
Continuous retraining

Feedback Loop

15-min refresh
  • Online learning on cohorted outcomes
  • Drift detection per geo × vertical
  • Model lineage + rollback safety
Anti-Fraud Infrastructure

Six threat vectors. One cold perimeter.

Fraud never gets scored, billed, or attributed. Every hop between the impression and the install passes through a deterministic firewall tuned against 14 months of labelled adversarial traffic.

Active threat

Device farms

99.4%
blocked

Racks of physical devices replaying installs. Detected via sensor entropy, battery cycles and typing cadence.

Detection method
Hardware entropy fingerprint
Event Pipeline

From edge to warehouse. Sixteen milliseconds.

Every impression, click and install rides the same deterministic pipeline. Streaming into ClickHouse for sub-second queries, and lake-landing into Iceberg for reproducible historical rollups.

1
Edge ingest
14 regions3ms
2
Schema guard
Protobuf + Avro1ms
3
Enrichment
47 features4ms
4
Scoring
XGBoost + NN6ms
5
Persist
ClickHouse2ms
6
Warehouse
S3 + Icebergasync
3.8B
events / day
240K
peak QPS
16ms
p95 end-to-end
99.997%
delivery SLA
Signal Firehose

Watch the platform think in public.

Every impression, click and install gets scored, enriched and persisted as it passes the edge. This is a simulated view of the stream — the same one powering our real-time optimization brain.

238kevents / sec
Scoring p95
18ms
Deliver p95
24ms
Drop rate
0.003%
Signal stream · live
10:24:11.053Impressiongeo=BR9ms
11:31:22.106Blockedgeo=IN12ms
12:38:33.159Installgeo=ID15ms
13:45:44.212Impressiongeo=DE18ms
14:52:55.265Eventgeo=JP21ms
15:59:06.318Clickgeo=MX24ms
Integration Fabric

Already wired into
everything you run.

30+ MMP, SAN and monetization connectors shipped and hardened in production. Plug in once, attribute across your entire growth stack — no bespoke engineering, no SDK bloat.

AppsFlyerMMP
AdjustMMP
SingularMMP
BranchMMP
KochavaMMP
AirbridgeMMP
TenjinMMP
Apple SKAN 4.0Privacy
Google Privacy SandboxPrivacy
AppsFlyerMMP
AdjustMMP
SingularMMP
BranchMMP
KochavaMMP
AirbridgeMMP
TenjinMMP
Apple SKAN 4.0Privacy
Google Privacy SandboxPrivacy
Google AdsSelf-attributing
Meta AdsSelf-attributing
TikTok AdsSelf-attributing
Snap AdsSelf-attributing
Reddit AdsSelf-attributing
X AdsSelf-attributing
Pinterest AdsSelf-attributing
LinkedIn AdsSelf-attributing
Google AdsSelf-attributing
Meta AdsSelf-attributing
TikTok AdsSelf-attributing
Snap AdsSelf-attributing
Reddit AdsSelf-attributing
X AdsSelf-attributing
Pinterest AdsSelf-attributing
LinkedIn AdsSelf-attributing
Unity AdsMonetization
ironSourceMonetization
AppLovin MAXMonetization
ChartboostMonetization
VungleMonetization
MintegralMonetization
Digital TurbineMonetization
FyberMonetization
Unity AdsMonetization
ironSourceMonetization
AppLovin MAXMonetization
ChartboostMonetization
VungleMonetization
MintegralMonetization
Digital TurbineMonetization
FyberMonetization
S2S PostbackProtocol
Server-to-Server WebhookProtocol
REST Reporting APIProtocol
Snowflake Secure ShareWarehouse
BigQuery SinkWarehouse
Databricks DeltaWarehouse
Redshift SpectrumWarehouse
Segment SourceCDP
mParticle FeedCDP
S2S PostbackProtocol
Server-to-Server WebhookProtocol
REST Reporting APIProtocol
Snowflake Secure ShareWarehouse
BigQuery SinkWarehouse
Databricks DeltaWarehouse
Redshift SpectrumWarehouse
Segment SourceCDP
mParticle FeedCDP
30+
MMP & SAN partners
12
warehouse sinks
< 24h
standard onboarding
0
line of SDK to ship
Security & Compliance

Built for the ad stack. Audited like a bank.

Enterprise advertisers and regulated categories bring real compliance obligations. We ship with certifications, DPA templates and evidence packets — not a list of intentions.

Annual attestation

SOC 2 Type II

Independent third-party audit of security, availability, processing integrity, confidentiality and privacy.

EU Regulation 2016/679

GDPR

Lawful basis + DPA-ready. Data residency options, right-to-erasure APIs, DPO contact on every account.

California Civil Code §1798

CCPA / CPRA

Opt-out signals honored at the edge. Do Not Sell framework applied before any downstream processing.

Information security

ISO 27001

Formal ISMS aligned to Annex A controls. Continuous evidence collection and quarterly control testing.

PHI isolation

HIPAA-ready

Dedicated pipelines with BAA, PHI tagging and key isolation for healthcare advertisers and publishers.

External red team

Pen-tested quarterly

Four full offensive engagements per year. Findings tracked publicly via security portal for enterprise.

Security posture, live.
Evidence, sub-processors and incident history available to enterprise customers on request.
Request trust pack
Platform Benchmarks

The numbers the platform ships on.

Measured on production traffic across 49 markets over the last 30 days. Refreshed continuously on our status page.

Decision latency
0ms
p95 signal-to-score
Platform uptime
0000%
trailing 12 months
Peak throughput
0k QPS
sustained during launch peaks
Signals per second
000M
across all regions combined
Fraud blocked at source
000%
pre-billing, pre-attribution
ROAS lift over baseline
+0%
vs. un-optimized campaigns
Ready when you are

Plug into the platform. Skip the scaffolding.

Most teams are live inside a week. Bring a campaign, bring a postback, bring your growth model — we handle the signal layer so your team can focus on what compounds.

MMP-certifiedSKAN 4.0 readyDPA on requestNo SDK to ship
Launch checklist
7 / 7
  • Workspace provisioned
  • MMP partner linked
  • Postback endpoint verified
  • Anti-fraud policy selected
  • Attribution window set
  • Budget + pacing calibrated
  • Dashboard access granted