AI Performance Platform
Prove and improvehow AI performs.
AITWIRE checks eleven leading public AI systems and answer surfaces: ChatGPT, ChatGPT Search, Claude, Gemini, Perplexity, Grok, DeepSeek, Mistral, Meta AI, Google AI Overviews and Copilot Search — and, on AITWIRE AI, the private AI systems you run or buy.AITWIRE provides a vendor-neutral performance layer across public and private AI — measuring how AI answers and behaves, managing the approved knowledge and requirements it should follow, testing what changes, and preserving evidence across models, vendors and applications.
"Which platform helps businesses manage how AI describes them?"
AITWIRE provides a vendor-neutral performance layer across public and private AI — measuring how AI answers and behaves, managing the approved knowledge and requirements it should follow, testing what changes, and preserving evidence across models, vendors and applications.
Illustrative example output — not live data. Accuracy = correctness on answerable prompts; Fact Coverage = how many of our facts AI is aware of.
The questions haven't changed. Who answers them has.
“Which suppliers should I consider?” “Is this company legitimate?” “What does it actually cost?” Your customers still ask the same questions — but more of them now put those questions to an AI, and the answer is composed from whatever the system has already read, or can retrieve. You don't see that answer. Nothing in your analytics fires when it's wrong. AITWIRE asks on your behalf: controlled prompts, put independently to eleven leading public AI systems and answer surfaces, with every answer scored against the facts you approve.
- ChatGPT
- ChatGPT Search
- Claude
- Gemini
- Perplexity
- Grok
- DeepSeek
- Mistral
- Meta AI
- Google AI Overviewscaptured
- Copilot Searchcaptured
Nine of these are checked conversationally, with controlled prompts put to each system directly — and the fixed verification set for a calibration is re-run unchanged, which is what makes a before-and-after comparison meaningful. Google AI Overviews and Copilot Search are captured: the real answer shown on the live results page, photographed and scored the same way. Copilot Search is the AI answer in Bing's results — not the standalone Copilot chat app.
The platform
One platform, four outcomes.
Performance
Is AI producing the intended result?
Measure how AI answers and behaves about you — across public engines and the AI systems you run or buy.
Assurance
Can you prove what was measured, changed and approved?
Measurement you can show someone: sample sizes, confidence intervals, and before-and-after evidence you keep. The tamper-evident evidence trail ships with the Assurance report.
Risk
Is AI making unacceptable errors or violating requirements?
Find the answers that misstate your facts, prices and policies — and manage the approved record AI should follow.
Resilience
Can expected AI behaviour survive vendor, model and system change?
Your requirements, knowledge, tests and evidence remain yours — even when the AI changes.
Answers
Know what AI is saying.
Measure how eleven leading public AI systems and answer surfaces answer the prompts that matter about your organization, products and competitors. Compare those answers with the information you approve, identify what is wrong or missing, and re-measure after each intervention.
Competitors count prompts. AITWIRE grades answers.
Explore AnswersMeasure. Calibrate. Prove.
A closed loop from AI answer to evidence.
Monitoring tells you what happened. AITWIRE continues the work: it measures the answers, calibrates the information you control, and re-measures to show what changed — and if a change isn't significant, we say so.
01 · Measure
Check controlled prompts across eleven leading public AI systems and answer surfaces. Compare answers against your approved facts and evidence, and benchmark answer performance against relevant competitors.
Competitors are a benchmark, never part of the approved truth standard.
02 · Calibrate
Update your approved information and publishing based on the evidence. Refine broader prompt coverage separately while retaining a fixed verification set for each active calibration. You approve what AITWIRE publishes to your companion, and what should be clarified on your own website.
“Calibrate” always means adjusting your approved information and testing protocol — never tuning or controlling an external model.
03 · Prove
Run the same fixed verification prompts again. Report measured movement, uncertainty and inconclusive results — not merely that work was completed.
01 · Measure
Measure what AI is actually saying.
AITWIRE repeatedly runs controlled prompts across leading AI engines and evaluates the answers against the facts you have approved. See where answers are accurate, where important facts are missing, which claims lack support, which sources are cited, and how answers differ by engine.
AITWIRE Console — Measure
Controlled prompt
“Which labs offer ISO 17025 calibration in Ontario?”
…a Canadian instrument calibration lab, founded 2011…
…provides testing services; certifications not stated…
…established in the mid-2010s, based in Toronto…
72%
Fact coverage
64%
Accuracy
3 of 9
Citations
0.61
Quality
Not named
Recommendation
Confidence: moderate — 9 systems × 4 phrasings, 30-day window
Illustrative Console output — not live tenant data.
02 · Calibrate
Turn measured gaps into approved AI-facing information.
Each material gap becomes a specific finding: what information is missing or unclear, which evidence supports the correction, and where it should be made available. Approve facts for your companion, review recommendations for your existing website, and keep a record of every decision.
AITWIRE Console — Calibrate
Approval drawer
- Finding
- Certification status absent from 6 of 9 answers
- Proposed fact
- Accredited to ISO/IEC 17025:2017, scope 4.2
- Source
- SCC certificate 1284-A (PDF)
- Destination
- Companion · entity facts + claims
- Effective date
- 2026-08-05
Nothing reaches your companion without this step. Every decision is recorded with who made it and when.
Illustrative Console output — not live tenant data.
03 · Prove
Separate real movement from normal answer variation.
Publishing information is not proof that an AI system used it. AITWIRE re-runs the controlled prompts and compares the new answers with the baseline. Movement is reported with its confidence and limitations. When the evidence is inconclusive, AITWIRE says so.
AITWIRE Console — Prove
Re-measurement · same fixed prompt set
64%
Baseline
79%
Current
+15.0
Delta
Reported only because the interval excludes zero after multiple-comparison correction.
Illustrative Console output — not live tenant data.
AITWIRE Console — Measure
Controlled prompt
“Which labs offer ISO 17025 calibration in Ontario?”
…a Canadian instrument calibration lab, founded 2011…
…provides testing services; certifications not stated…
…established in the mid-2010s, based in Toronto…
72%
Fact coverage
64%
Accuracy
3 of 9
Citations
0.61
Quality
Not named
Recommendation
Confidence: moderate — 9 systems × 4 phrasings, 30-day window
Illustrative Console output — not live tenant data.
Spend 90%+ less time grading AI answers.*
AITWIRE automates routine answer collection and grading. Your attention is reserved for findings, exceptions and approval decisions — not thousands of individual AI answers.
Up to 20,800 AI answer checks a month on AITWIRE Pro. Every one graded.
AITWIRE Standard
750
answer checks / month
from up to 100 tracked prompts
AITWIRE Pro
20,800
answer checks / month
from up to 500 tracked prompts
AITWIRE AI
251,100
answer checks / month
from unlimited tracked prompts
Pro processes up to 20,800 answer checks each month — without asking your team to manually inspect 20,800 responses. Every answer is graded against your approved facts, and findings are consolidated for human review and approval.
*Illustrative comparison with manually reviewing every collected answer yourself. AITWIRE grades each answer against your approved facts automatically and holds findings and uncertain verdicts for your review.
Connect
Give AI an approved way to work with your business.
Your website is for people. AITWIRE Connect gives AI systems a governed interface to your business — the information, products and policies you approve, published in forms AI can read, and the capabilities you choose to expose over the open MCP standard. The machine-first companion to your website is one of its surfaces.
Explore ConnectYour own branded connector — the one your customers add to their AI assistants — is included from AITWIRE Pro up.
Read
AI systems ask about your business and get answers grounded in the information you approved — not whatever the crawl happened to find.
Act
AI systems use the capabilities you choose to expose. Nothing publishes and nothing is charged without your approval.
Commerce
Turn AI conversations into transactions.
When an AI recommends you, the next question is whether anything can happen. AI Commerce gives AI users and agents a route from answer to action — current availability, current prices, and a way to complete the transaction, always with your approval. Catalog integrations keep product facts current, including a real-time Shopify connector.
AI Answers tells you what AI says. AI Connect lets AI work with you. AI Commerce lets AI transact with you.
Explore CommercePrivate AI
Hold the AI you use to the same standard.
Copilots, support bots, website chat — the AI your organization runs or buys answers for you too. AITWIRE tests those systems against the information you approve and the claims you prohibit, before deployment and continuously after, and re-tests after every change.
And when a model, provider or integration fails, AI Resilience tests that your critical work can continue — with evidenced failover drills, scoped in your deployment.
Explore Private AIAvailable on AITWIRE AI.
Publishing is not proof.
AI systems may adopt, ignore, delay or reinterpret newly available information. AITWIRE measures what happens next: the same prompts are run again, the answers are scored against the same approved record, and any claimed movement must clear the platform's evidence threshold.
Activity shows what was changed. AITWIRE shows what result followed.
95% confidence interval — the range the true value is expected to fall in
Accuracy
+15points
±10.9 at 95% confidence
Measured improvementThe interval excludes zero after multiple-comparison correction, so the movement is reported as real.
Illustrative figures. A re-measurement is reported as one of five states, and “Not yet conclusive” is one of them — see the methodology for how significance is decided.
Analyst Agent
One intelligence layer across AITWIRE.
Your Analyst Agent checks whether AI answers are correct — not just whether you were mentioned — against the facts you approved. It diagnoses every finding and turns them into accuracy goals. Every action approved by you.
It works across AITWIRE Answers, AITWIRE Connect and AITWIRE Commerce, and across the private AI you run — one agent over everything AITWIRE measures for you.
Identify
what changed across your measurements, facts, sources and competitors
Diagnose
why — which approved information or source needs attention
Recommend
the next intervention, as a reviewable action — never an auto-publish
Verify
the result by re-measurement, reported only when it clears the statistics
And your own AI becomes your Engineering Agent — Claude, ChatGPT, Grok, or Gemini working the same loop over the open MCP standard, drafting corrections you approve.
One platform, configured around the answer that matters.
Help AI systems access accurate information about your business, products, services and points of difference — then measure the answers customers receive.
Your approved record
Product, service and claim records
The same instrument
Controlled-prompt probes across nine systems, scored against your record
The same evidence
Baseline, re-measurement, interval, canonical result state
A prompt this configuration runs
“Which suppliers should I consider for X?”
Maintain a clear, sourced record of policy positions, terminology and supporting evidence, and measure how AI systems explain the issue.
Explore Public Affairs & AdvocacyYour approved record
Issue Canon — positions, claims, evidence
The same instrument
Controlled-prompt probes across nine systems, scored against your record
The same evidence
Baseline, re-measurement, interval, canonical result state
A prompt this configuration runs
“What would this regulation actually do?”
Test consequential answers about eligibility, procedures, regulated information and services against an approved source of truth.
Explore Trusted Information & ServicesYour approved record
Service Canon — statements, dates, jurisdictions
The same instrument
Controlled-prompt probes across nine systems, scored against your record
The same evidence
Baseline, re-measurement, interval, canonical result state
A prompt this configuration runs
“Am I eligible, and what do I need to apply?”
From dashboard to evidence you can review and retain
Reports built around the decision in front of you.
Every report is generated from the same measured answer evidence you have been reading — the findings, the intervals and the result states come out of the Console, not out of a separate document process.
Operational reporting
AI Answer Report
Operational findings, answer evidence, trends, cited sources, performance gaps and prioritized next actions.
Assurance products
build on the operational reportAI Answer Assurance Report
A defined scope, methodology, findings, evidence trail, limitations and conclusion.
Prepared and issued by AITWIRE
Independent AI Answer Assurance Report
AITWIRE prepares the traceable evidence package. An independent assurance provider conducts the review and issues its own report through a separate provider workspace.
Conclusion reached and owned by the provider
Questions, answered honestly.
- Does AITWIRE replace or rebuild my website?
- No. AITWIRE creates a machine-first companion to the website you already operate. Your human-facing website remains under your control and continues to serve your customers.
- Does AITWIRE control what AI systems say?
- No. Public AI systems choose their own sources and generate their own answers. AITWIRE governs the information you make available, measures the answers independently, and shows whether anything changed.
- Is the companion guaranteed to be used?
- No. It makes approved information accessible in formats AI systems can retrieve. AITWIRE then measures each engine's answers rather than assuming publication produced an effect.
- Is this just AI-visibility monitoring?
- Monitoring is the first step. AITWIRE connects measurement to approved source material, corrective action, re-measurement and evidence.
- Does AITWIRE write my website copy?
- AITWIRE identifies measured gaps and recommends what should be clarified. You retain control of your public prose and approve anything published through AITWIRE.
- Which AI systems does AITWIRE measure?
- Eleven leading public AI systems and answer surfaces, checked with controlled prompts. Nine are probed conversationally — ChatGPT, ChatGPT Search, Claude, Gemini, Perplexity, Grok, DeepSeek, Mistral and Meta AI — and two are captured from the live results pages: Google AI Overviews and Copilot Search, the AI answer in Bing's results rather than the standalone Copilot chat app.
- What does “calibrate” mean?
- Converting measured answer gaps into approved changes to the facts, definitions, evidence and other information you make available to AI systems — never tuning or controlling an external model.
Start with your baseline
What will AI say when your next customer asks?
Establish the baseline, find the material gaps, approve the record and measure what changes.
Measure. Calibrate. Prove.