AITWIRE

Know how AI represents your business — and prove it.

AI answers are the new front door. AITWIRE analyzes what AI says about you, publishes verified fixes to the surfaces AI can trust, and — uniquely — proves it worked: measured, statistically-real lift, plus causal proof of retrieval when the content is ours alone.

1

Analyze

Continuously probe the AI engines your buyers use (ChatGPT, Claude, Gemini, Perplexity, Grok, …), score accuracy, citation, sentiment, and recommendation bias against your canonical facts — with an honest confidence interval on every number — and turn the gaps into prioritized recommendations.

2

Publish

Turn measured gaps into data briefs, verified facts, and structured data — suggest-and-confirm, so you approve everything before it publishes to AI-readable surfaces (your own CMS, free structured surfaces, and social, canonical to your domain) — then re-measure on an escalating verification schedule to confirm the change landed. AITWIRE never writes your prose.

3

Prove

Two tiers of evidence. Effect: we measure the before/after change on every fix and report it honestly — a movement counts as real only when it clears the combined 95% interval, never assumed. Source: a controlled surface-token test, with false-positive controls, that can detect when an engine retrieves a specific surface — a rare, hard-to-earn signal we report only when the statistics support it, never guesswork.

Why the numbers are defensible

Precision

Honest confidence intervals (effective-n): a score is labelled “high confidence” only when the sample genuinely supports it — never overclaimed.

Causation

Two tiers of evidence. Effect: a change counts as real only when it clears the combined 95% interval (“is this change real?”). Source: when content is exclusive to an AITWIRE surface, a controlled retrieval test — with false-positive controls — can distinguish genuine retrieval from chance.

Validity

Tenant-confirmed facts calibrate the scorer; detected false claims are corrected; nothing AI-derived is auto-published as truth.

Usefulness

A unified digital profile shows exactly where AI gets you right, wrong, negative, or silent — and what to do about each.

Proof, not guesswork

  • Measured lift + significance — expected vs actually-measured change, called real only when it clears the combined 95% interval
  • Citation provenance — which URL the AI provider actually cited (yours or an AITWIRE surface)
  • Causal retrieval test — a controlled surface-token detector that distinguishes genuine retrieval from chance, per surface (a rare, hard-to-earn signal)
  • Exclusive-content holdout — the strongest available design for causal evidence: content published only on an AITWIRE surface, so retrieval could only come from us
  • False-positive controls — so a chance match is never mistaken for genuine retrieval
  • Honest intervals — widened for correlated samples so confidence is earned, not assumed

Plans at a glance

AITWIRE Free

$0

Your AI representation baseline + a dashboard to track it.

Best for: See exactly what AI says about you before acting.

AITWIRE Standard

Paid entry

AI Monitoring: monthly AI Update cycle, drift + sentiment alerts.

Best for: Solo / small business keeping AI representation accurate.

AITWIRE Pro

Growth

A continuous program to improve your competitive position: weekly cycle, competitive intelligence, a prioritized correction plan, and proof of what changed.

Best for: Growth-stage and established businesses actively competing for AI-assisted discovery and recommendation.

AITWIRE Custom

Enterprise

Comprehensive Continuous AI Monitoring — the managed Assurance Loop, run daily: displacement attribution, commerce representation, full governance.

Best for: Category leaders, agencies, and multi-brand teams.

See plans, pricing & the full feature comparison.

aitwire.com · The defensible AI-representation platform