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Platform Architecture

Engineered for defensible AI intelligence

Every feature in AmpliRank is built to turn probabilistic AI answer outputs into rigorous, repeatable team execution.

01Sampling Engine

Multi-Model Answer Sampling

Audit buyer questions across leading commercial LLMs with transparent statistical sampling protocols. Track presence, share of voice, and placement without relying on unvalidated scrapers.

Key Capabilities

  • ✓Concurrent execution across the providers your plan and configuration allow
  • ✓Exact-prompt versioning and audit trails with run-level timestamps
  • ✓Defensive rate-limiting and zero-drop queuing architecture via Cloudflare Queues
  • ✓95% Wilson confidence interval estimation on every measured midpoint
02Source Provenance

Web Citation & Source Extraction

Every captured answer can carry the web citations that ground it. We parse, categorize, and record the URLs cited when models answer questions in your category.

Key Capabilities

  • ✓Distinguish owned brand domains from editorial reviews and competitor collateral
  • ✓Identify high-authority citation sources shaping LLM consensus across models
  • ✓Source lists per captured answer, with timestamps, to compare across scans
  • ✓Reviewable source lists for outreach, digital PR, and content partnership teams
03Decision Engine

Grounded Action Plans

Transform raw visibility gaps into prioritized, assignable content initiatives. Every recommendation includes a concrete mechanism, effort estimate, and testable hypothesis.

Key Capabilities

  • ✓Clear rationale tying each action directly to observed competitor citations
  • ✓Assignment workflows with explicit owners and review dates
  • ✓Comparable follow-up sampling to review movement post-publication
  • ✓Strict suppression of fabricated financial forecasts or speculative ROI claims
04Reporting

Executive Brief Snapshots

Generate boardroom-ready executive brief snapshots on demand for marketing, SEO, and executive stakeholders without spending hours assembling manual screenshots.

Key Capabilities

  • ✓Point-in-time snapshot storage preserving baseline comparisons
  • ✓Clear executive summary highlighting net competitive movement and top wins
  • ✓CSV export for agency client reporting and internal syncs (Agency and Enterprise)
  • ✓Transparent measurement disclosures stating sample limitations upfront
05Integrations

REST API & Outbound Webhooks

Connect AmpliRank to your internal data pipelines, Slack alerts, or marketing automation stacks with a workspace-scoped REST API and signed webhook deliveries.

Key Capabilities

  • ✓HMAC-SHA256 signed outbound webhook deliveries triggered by your integration
  • ✓Workspace-scoped API key authentication with per-workspace rate limiting
  • ✓JSON responses for brands, score, forecast, intelligence, and diagnoses endpoints
  • ✓Bounded retry and replay handling for queued scans with credit holds

Ready to see where your brand appears?

Create a free workspace with sample credits. Upgrade only when you need more capacity.