What problem does AITWIRE solve?

When AI systems answer questions about a business, those answers may be incomplete, outdated, or inaccurate — and most businesses have no systematic way to measure, calibrate, or prove what changed. AITWIRE solves this by running structured probe cycles across major AI systems, scoring answers against a canon of verified facts the customer controls, publishing those facts to authority surfaces it manages, and re-measuring whether answers improved with statistical rigor. The result is an evidence-based record of AI answer performance rather than guesswork.

What industries does AITWIRE serve?

AITWIRE serves customers across a broad range of industries, including SaaS and e-commerce, digital marketing and consultancy, professional services such as legal, consulting, healthcare, and finance, and enterprise brands. Its vendor-neutral measurement approach makes it applicable to any organization that wants to understand and improve how AI systems answer questions about them, from solopreneurs to large enterprises.

How does AITWIRE address wrong AI answers about my business?

AITWIRE recommends corrections and publishes your confirmed facts to the machine-readable authority surfaces it manages. Measured gaps become prioritized recommendations backed by data briefs, and your confirmed facts are published as machine-readable authority surfaces it manages: entity.json, JSON-LD, llms.txt, FAQPage schema, and structured feeds. AITWIRE does not write your prose — every AI-proposed correction is suggest-and-confirm, so nothing goes live without your approval.

How does AITWIRE prove whether an AI answer improved?

After a change, AITWIRE re-measures the same metrics on the same questions and reports the movement per AI system — before and after. Movement is reported as real only when it clears statistical checks: dimension scores carry sample sizes and 95% confidence intervals, so improvement claims are evidence you can review and retain, not vibes.

Understanding AI Monitor | AITWIRE Help

What AI Monitor Tracks

AI Monitor continuously measures how AI systems answer about your brand across five quality dimensions on every plan:

Accuracy: Is the AI saying factually correct things about you?
Citation: Does the AI name your business or your website?
Sentiment: Is the AI tone about you positive, neutral, or negative?
Quality: How detailed and helpful are the AI answers about you?
Recommendation: Is the AI recommending you or your competitors?
Competitive position (eligible accounts): Is the AI positioning you ahead of or behind your competitors?

Every dimension is scored against facts you have confirmed and reported with a sample size and a confidence interval, so you know what moved and how sure to be.

Systems Monitored

AITWIRE probes these leading public AI systems and answer surfaces: ChatGPT, ChatGPT Search, Claude, Gemini, Perplexity, Grok, Mistral and Llama (Meta). Google AI Overviews is not measured: AITWIRE captured the overview off the live results page until that capture was retired on 25 September 2026.

Probe Focus Areas

You can configure which areas get more attention: brand identity, products, competitors, location, personnel, reputation, and more. Among the questions you approve, AITWIRE weights probe allocation toward the areas that are weakest.