Kompas AI vs A/B Smartly

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Kompas AI

Deep research and report generation that iteratively analyzes hundreds of sources to produce structured briefs, citations and next-step recommendations.

Pricing Free trial / Starts $19.99 per month
Category research
Difficulty Beginner
Type Web App
Status Active
A

A/B Smartly

Enterprise experimentation platform with a sequential testing engine event based pricing and flexible deployment so product teams run faster trustworthy A B tests share insights broadly and keep governance strong across web mobile and backend.

Pricing Contact sales
Category research
Difficulty Intermediate
Type SaaS
Status Active

Feature Tags Comparison

Only in Kompas AI

researchbriefscitationsautomationmarket-intelligenceanalyst

Shared

None

Only in A/B Smartly

experimentationab-testingstatisticsserver-sidewarehouse-nativegovernance

Key Features

Kompas AI

  • • Iterative multi-pass research that expands coverage and depth
  • • Citation management with links and confidence notes
  • • Thematic clustering and summaries for fast scanning
  • • Charts tables and key facts blocks in exports
  • • Workspace history and collaboration for teams
  • • Configurable scope length and aggressiveness settings

A/B Smartly

  • • Sequential testing engine: stop earlier without inflating error rates so winners ship faster and inconclusive tests end decisively saving time and traffic
  • • Warehouse native workflows: route events to your lake or house so analysts reuse metrics segments and joins with lineage and reproducibility across teams
  • • SDKs across stacks: integrate once into web mobile and backend so feature flags exposures and metrics remain consistent across platforms and services
  • • Source control friendly: treat experiments as code with reviewable configs CI checks and templates that prevent errors before traffic hits production
  • • Collaboration and notes: attach hypotheses screenshots and decisions to each test so outcomes are searchable and shareable in postmortems and planning
  • • Event based pricing: avoid per seat or per test limits grow programs with predictable unit economics and fewer internal license battles

Use Cases

Kompas AI

  • → Market landscape and competitor mapping with sourced claims and charts
  • → Vendor shortlist comparisons with pros cons and pricing notes
  • → Policy and regulatory summaries with citations to primary texts
  • → Technology reviews and architectures synthesized from docs
  • → Customer voice aggregation from forums reviews and QA sites
  • → Go-to-market briefs for new regions or segments

A/B Smartly

  • → Feature rollout gates: validate impact behind flags then graduate safely once primary metrics clear with acceptable side effects across segments
  • → Checkout funnel fixes: trial copy layout and sequencing while monitoring revenue and refunds to avoid profitable but risky changes
  • → Search relevance tuning: compare ranking tweaks with guardrails for speed stability and engagement beyond a single click proxy
  • → Performance tradeoffs: measure latency shifts alongside conversion so teams understand when speed investments or regressions are acceptable
  • → Paywall and pricing tests: explore presentation and eligibility while keeping fairness guardrails and refund tracking visible to finance
  • → Notification systems: iterate cadence and targeting while measuring retention spam complaints and app store optics over weeks

Perfect For

Kompas AI

analysts product marketers founders and consultants who need credible research summaries with citations and structured exports

A/B Smartly

growth leaders, data scientists, product managers, experimentation engineers, analysts and SRE partners at companies with strong telemetry security and compliance expectations

Capabilities

Kompas AI

Multi-Pass Discovery Intermediate
Themes and Claims Intermediate
Structured Reports Basic
Workspaces and History Intermediate

A/B Smartly

Sequential Statistics Professional
Warehouse and SDKs Professional
Policy and Audit Professional
Knowledge Sharing Intermediate

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