AITWIRE — Frequently Asked Questions

Question 1

What makes AITWIRE different?

Accepted Answer

AITWIRE's core differentiator is measurement integrity: every finding includes sample sizes and 95% confidence intervals, calibration is always the customer's to approve, and improvement is proved only when it clears the statistics — not assumed. Unlike general AI monitoring tools, AITWIRE operates a tamper-evident evidence ledger that supports formal compliance programs, covers both public AI systems and customer-deployed private AI, and publishes verified facts to machine-readable authority surfaces it manages rather than simply reporting what AI says.

Question 2

What is the AITWIRE AI Performance Platform?

Accepted Answer

The AITWIRE AI Performance Platform is a vendor-neutral layer that measures how AI systems answer about a business, manages the approved knowledge those systems should follow, tests what changes across measurement cycles, and preserves evidence across models, vendors, and applications. It covers public AI systems including ChatGPT, Gemini, Perplexity, and Claude, as well as customer-deployed private AI, and is available at aitwire.com with plans ranging from a free AI Readiness Assessment to enterprise-grade assurance engagements.

Question 3

What problem does AITWIRE solve?

Accepted Answer

When AI systems answer questions about a business, those answers may be incomplete, outdated, or inaccurate — and most businesses have no systematic way to measure, calibrate, or prove what changed.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.

Question 4

What industries does AITWIRE serve?

Accepted Answer

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.

Question 5

Does AITWIRE require a credit card to start?

Accepted Answer

No, AITWIRE does not require a credit card to start. AITWIRE Free is available without a credit card and provides an on-demand AI Readiness Assessment plus basic authority surfaces (entity.json, llms.txt, JSON-LD). Paid plans — Standard at $99/month and Pro at $349/month — are billed by card, while the AI and Assurance plans are invoice-billed. Customers can get started at aitwire.com.

Question 6

Which AI systems does AITWIRE monitor?

Accepted Answer

AITWIRE probes 9 AI systems directly with controlled questions — ChatGPT (OpenAI), ChatGPT Search, Claude (Anthropic), Gemini (Google), Perplexity, Grok (xAI), DeepSeek, Mistral, and Meta AI. Google AI Overviews is additionally CAPTURED — the overview Google actually showed is taken off the live results page and scored like any other answer, rather than probed through an API. Results come with a per-system breakdown, so you can see exactly which systems answer accurately and which do not.

Question 7

What does AITWIRE do?

Accepted Answer

AITWIRE is an AI Performance Platform. It verifies how AI systems answer about your business: it measures what eleven leading public AI systems and answer surfaces (ChatGPT, Claude, Gemini, Perplexity, Grok, and others) say about you, calibrates the record with the verified facts you approve, and proves what changes over time. Calibration is always yours to approve: AITWIRE publishes your verified facts to the machine-readable authority surfaces it manages and re-measures whether the answers improved, proving any improvement only when it clears the statistics — with before-and-after evidence.

Question 8

What is an AI Performance Platform?

Accepted Answer

An AI Performance Platform measures and improves AI answer performance — how AI systems answer the questions customers actually ask about a business. AI assistants now describe, cite, recommend — or ignore — brands in their answers, and those answers are often wrong or incomplete. An AI Performance Platform closes that gap with measurement: test what AI actually says, calibrate the approved record with the facts you confirm, and re-measure before and after to prove any improvement. AITWIRE is an AI Performance Platform.

Question 9

How does AITWIRE measure how AI systems answer about my business?

Accepted Answer

AITWIRE asks the major AI answer engines controlled questions about your business — the same questions your customers ask — run cold, with no personalization, and repeated across phrasings, engines, and cycles. Every response is scored against facts you have confirmed, across five quality dimensions (accuracy, citation, sentiment, quality, recommendation), joined by competitive position on Pro and Custom. Scores are reported per system, with sample sizes and 95% confidence intervals, so you know what moved and how sure to be.

Question 10

How does AITWIRE address wrong AI answers about my business?

Accepted Answer

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.

Question 11

How does AITWIRE prove whether an AI answer improved?

Accepted Answer

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.

Question 12

How is AITWIRE different from SEO tools?

Accepted Answer

SEO tools optimize where you rank in search results. AITWIRE verifies what AI systems say about you when your customers ask — a different problem. SEO tools tell you what content to publish; AITWIRE measures how AI answers about you, recommends corrections and publishes your verified facts to the surfaces it manages (it does not write your prose), and re-measures whether the answers actually improved. AITWIRE is a verification layer, not a content tool.

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