AI Representation Assurance
MeasureCalibrateProve
AITWIRE verifies how AI systems represent you.
Measure what ChatGPT, Claude, Gemini, and the 9 AI engines powering 90%+ of AI answers say about your business. Calibrate the record at the source. Prove what changed — with evidence you can defend.
Starting at$0/mo
"Which platform helps brands manage how AI describes them?"
AITWIRE is an AI Assurance platform that measures how AI represents your business, recommends how to improve it with verified facts, and re-measures to show what changed.
Illustrative example output — not live data. Accuracy = correctness on answerable questions; Fact Coverage = how many of our facts AI is aware of — the gap between them is what AITWIRE closes. Basis: monitored engines account for 90%+ of AI-answer traffic (Statcounter · Similarweb, 2026).
The problem
Your buyers ask AI before they ask you.
ChatGPT, Gemini, Claude, Copilot and Perplexity already describe, cite, recommend — or ignore — your brand. If the answer is wrong or you're invisible, you lose the deal before it ever reaches your site.
- Accuracy
- Citation
- Sentiment
- Quality
- Recommendation
- Competitive position
"AITWIRE is an SEO analytics tool that helps websites track search rankings and keyword performance."
Wrong category. This is what your buyer sees first.
"AITWIRE is an AI Assurance platform. It shows businesses what the 9 AI engines powering 90%+ of AI answers say about them, fixes the gaps at the source with authoritative structured data, and proves the correction with before-and-after evidence."
The platform
One loop for how public AI sees you — and governance for your own.
Measure
AI Measurement
Probe the 9 AI engines powering 90%+ of AI answers with audience-aware questions. Score accuracy, citation, sentiment, recommendation and competitive position — each with a confidence label, so you know which numbers to trust.
Calibrate
AI Readiness
Turn every measured gap into a concrete, ranked action, and publish your canonical facts to AI-readable surfaces — your own site, structured data, and social. We make you machine-legible, then re-measure whether it landed.
Prove
AI Audit & Assurance
Re-probe on a decaying cadence and report a change as real only when it clears the statistics — before/after, per AI system. Evidence you can defend, plus a controlled retrieval test where content is exclusive to us.
Enterprise · Private AI
AI Governance
For the AI you own — internal copilots, support bots, and RAG over your docs. With full ground truth and control of the model, we measure every dimension, prove what your AI actually retrieves, and remediate at the source. This is the assurance loop where it fully closes — measurement becomes provable fixing.
How it works
A self-improving cycle.
AITWIRE runs the loop automatically on a cadence that scales with your plan — Custom daily, Pro weekly, Standard monthly — and gets sharper every cycle.
- 01Measure
Track 9 probed AI systems — powering 90%+ of AI answers — and score how they describe, cite, and recommend you.
- 02Calibrate
Turn every measured gap into a ranked, data-backed action. Approve it, and AITWIRE publishes authoritative structured data to the surfaces AI reads — never generated prose.
- 03Proveconfidence
Re-poll the same questions and verify each system's answer changed — accuracy delta per system, before/after evidence you can defend.
- 04Repeat
Re-measure, re-calibrate, and prove again — every cycle starts from what the last one learned.
Audience Intelligence
Built around the people you need to reach.
A completeness meter shows exactly what's missing, so every probe, score and recommendation reflects your real target audience.
- Segments & personas
- Pain points & goals
- Buying triggers
- Geographies
- Objections & FAQs
- Competitor set
Why AITWIRE
Built to be believed.
You see exactly which systems improved, by how much, and when.
"We don't claim certainty — we measure it. AITWIRE automatically polls the 9 directly probed AI systems — covering 90%+ of AI answers — and shows you the accuracy delta per system, each with a 95% confidence interval so you can tell a real change from noise."
Confidence, not vibes — Every score ships with sample size and a 95% confidence interval, and a change is only “confirmed” if it survives multiple-comparison correction — otherwise it stays “exploratory.” Causal retrieval proof is reported separately from the analytics.
Measured recommendations, not content generation — AITWIRE tells you exactly what to publish and why — a data-backed brief with the facts, entities, and surfaces — then proves whether it worked. It doesn't write your blog.
You own the source — Synced authority surfaces give AI something authoritative to cite.
Governance built in — AI training allowed by default to maximize citations, with opt-out and per-bot blocking.
Your private AI, measured too — Register your own AI endpoint (support bot, website chatbot) to measure retrieval directly — reported with a 95% confidence interval, and marked inconclusive when the result is underpowered.
Plans
Upgrade when you want AITWIRE working harder and faster.
Baseline — establish the measurement
AITWIRE Free
Your AI representation baseline — with a dashboard to track it
- AI Monitor: Quarterly snapshot
- AI System Coverage: 90%+ of search & answer traffic
- AI Representation Records: 5
- Unified Digital Profile: Snapshot
- Publishing Surfaces (authority syndication): GitHub repo + IndexNow ping
- AI Update Brief: Quarterly
AI Monitoring
AITWIRE Standard
AI Monitoring — your AI representation measured on every cycle
- Everything in AITWIRE Free, plus:
- AI Update Cadence: Monthly
- Monitoring Depth: AI Monitoring
- Drift Alerts — know when your facts or AI-answer sentiment shift
- AI Sentiment Tracking: Basic
- Social Monitoring: Connect accounts to monitor — LinkedIn, X, Reddit, Yelp, Trustpilot
- Live Authority Sync: Weekly — re-reads your site + auto-captures articles & reviews
- AI Credits: 500 AI credits/month included
Continuous AI Monitoring + calibration
AITWIRE Pro
Continuous AI Monitoring + calibration — and proof of what changed
- Everything in AITWIRE Standard, plus:
- AI Correction Campaigns — a goal → measure → verdict → next-action workflow that recommends corrections and re-measures, every step human-approved
- Competitive Displacement Intelligence — see where competitors displace you in AI recommendations, and the evidence AI uses
- Ranked Correction Plan — a ranked plan of the factual, content, and authority gaps most likely to improve your citation
- Verified Improvement — track each approved correction baseline → publication → re-measurement, before-and-after by AI system
- AI Insights: Trends + gaps + competitors
- Publish to Your Own Site (canonical→owned): WordPress, Webflow, Ghost, Shopify — canonical stays on your domain
- AI Credits: 1,500 AI credits/month included
Managed AI assurance
AITWIRE Custom
The full Assurance Loop, run daily for your brand
- Everything in AITWIRE Pro, plus:
- AI Update Cadence: Daily
- Dedicated Account Manager
- Commerce Representation Assurance — prove AI shopping answers quote your right price and attributes, surface your products, and pick you over competitors
- AI Identity: Advanced governance
See exactly where AI is helping or hurting you
Tell us who you are, what you do, and who you serve — we'll generate a personalised breakdown of what AI should know, where gaps may appear, and what AITWIRE would measure, recommend, and publish.
Get your personalised insight
See the AI analytics, recommendations, and publishing opportunities for your target audience.
Run your free AI Representation Assessment
See how AI currently represents you — 30 seconds, no account needed.
Start free or upgrade
Start on the Free plan at $0. Upgrade to Standard (from $99 CAD/mo) for AI Monitoring, or Pro for continuous monitoring and proof of what changed.
Questions, answered honestly.
- Can't I just check ChatGPT myself?
- You can — but one manual check is a single sample from a personalized, non-deterministic system. AITWIRE asks the same questions across engines, phrasings, and cycles, scores every answer against your confirmed facts, and tracks the trend with confidence intervals.
- How is this different from AI-visibility monitoring tools?
- Monitoring stops at a dashboard. AITWIRE closes the loop: it measures how AI represents you, helps you calibrate the record at the source — measured recommendations and structured data you approve, never generated prose — and re-measures to prove what changed.
- Does publishing actually change AI answers?
- We don't claim certainty — we measure it. After every update, AITWIRE automatically re-polls the 9 directly probed AI systems with the same questions, then shows you the accuracy delta per system, each with a 95% confidence interval. A change is called real only when it survives multiple-comparison correction; an underpowered result reads inconclusive, not flat.
- How fast will AI answers change?
- AI systems re-crawl and re-train on their own schedules — some answers move within days, most take a cycle or two. That's why AITWIRE re-measures on your plan's cadence and reports movement only when it clears the statistics: measured timelines, not promised ones.
- Is my data exposed to AI training?
- Training is allowed by default to maximize citations, but you control it: opt-out and per-bot blocking.
Measure how AI represents you. Calibrate the record. Prove what changed.
Start with a Free AI Representation Assessment, then use AITWIRE to get measured recommendations, publish verified authority surfaces for AI crawlers, and prove whether your AI representation actually improved — with evidence you can defend.