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When AI systems answer questions about a business, those answers may be incomplete, outdated, or inaccurate — and most businesses have no systematic way to measure, calibrate, or prove what changed.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

What products or services does AITWIRE offer?

Accepted Answer

AITWIRE offers four subscription plans — Free, Standard ($99/month), Pro ($349/month), and AI (invoice-billed, contact sales) — plus an Assurance engagement for compliance programs. It also offers three report services: the AI Answer Benchmark Report ($49), the AI Answer Report ($149), and the AI Answer Assurance Report ($499). Each plan and report is designed for a different level of measurement depth, from a free AI Readiness Assessment to a full tamper-evident evidence pack for formal compliance programs.

Question 6

What is AITWIRE Standard?

Accepted Answer

AITWIRE Standard is priced at $99 per month and delivers a monthly AI Update cycle across five AI answer surfaces: ChatGPT Search, Gemini, Perplexity, Claude, and Google AI Overviews. It includes drift alerts when accuracy drops, basic sentiment tracking, AI Signal review, edge-deployed authority surfaces (JSON-LD, entity.json, llms.txt), weekly Live Authority Sync, social and knowledge connectors, and a monthly AI Answer Benchmark Report. Standard includes 500 AI credits per month, 180-day history, 100 product records, and 150 brand records, making it the right starting point for small businesses and solopreneurs ready to measure AI answer performance.

Question 7

What is AITWIRE Pro?

Accepted Answer

AITWIRE Pro is priced at $349 per month and is designed for teams actively improving how AI answers about them: measure weekly, turn findings into ranked corrections, and re-measure every change so improvement is observed rather than assumed. It includes weekly AI Updates with drift alerts, tracking for up to five competitors, AI Insights and Search Presence monitoring, ranked website content recommendations with data briefs, daily Live Authority Sync, AI attribution showing which AI systems send visitors, and 1,500 AI credits per month. One AI Answer Report is included per calendar month, with additional reports available at $149 each.

Question 8

What is AITWIRE Free?

Accepted Answer

AITWIRE Free is AITWIRE's no-cost entry point and requires no credit card. It runs an on-demand AI Readiness Assessment of the surfaces AI systems read on a business's site — schema and structured data, meta tags, security headers, DNS trust signals, content freshness, social profiles, and redirect chains — and returns an AI Readiness Score with a detailed report of what passed, what failed, and what to fix first. It also publishes basic authority surfaces (entity.json, llms.txt, JSON-LD) that AI crawlers can read. Nothing on the Free plan is probed or scored against an AI system; measuring how AI systems answer about a business begins at Standard.

Question 9

What is AITWIRE AI?

Accepted Answer

AITWIRE AI is AITWIRE's top subscription plan, where the customer's AI becomes their Engineering Agent running the AITWIRE Console from the AI they already use. It connects ChatGPT, Claude, or an organization's own AI to AITWIRE over the open MCP standard, includes Private AI measurement of the AI systems the customer deploys, and is billed monthly by invoice. Pricing is available by contacting AITWIRE sales at hello@aitwire.com or +1 613 866 8605.

Question 10

What is AITWIRE Assurance?

Accepted Answer

AITWIRE Assurance is a formal engagement that delivers the full measurement depth of AITWIRE AI with threshold-tested findings sealed as evidence for compliance programs. Each finding is measured against a threshold committed before the measurement runs and sealed on a tamper-evident ledger, providing evidence toward ISO 42001, NIST AI RMF, SOC 2, and ISAE 3000 programs. It is invoice-billed as an engagement rather than by card; AITWIRE produces the evidence, and the certification is issued by the customer's auditor.

Question 11

What is AITWIRE AI Answer Assurance Report?

Accepted Answer

The AITWIRE AI Answer Assurance Report ($499) is the most comprehensive measured run AITWIRE sells: a fixed-instrument verification run over the full probe pool across every probed engine — plus competitor panel and any registered private AI — at a set density that the customer's tier's cycle caps do not scale down. Findings are scored against pre-committed canon thresholds with 95% confidence intervals on a tamper-evident trail and delivered with an evidence pack (L1–L4). It is an additional purchase on Pro or Custom plans and requires Pro or Custom measurement density to clear the reporting floors; attestation by an outside practitioner is a separate arrangement and is never part of this purchase.

Question 12

What is AITWIRE AI Answer Report?

Accepted Answer

The AITWIRE AI Answer Report ($149) is the Pro plan's flagship deliverable: it includes everything in the Benchmark Report plus competitive positioning, measured lift with per-edit trajectories, and citation delivery. One AI Answer Report is included per calendar month on Pro, with additional reports charged at $149 each. On the AITWIRE AI plan, its place is taken by the AI Answer Performance Report.

Question 13

What is AITWIRE AI Answer Benchmark Report?

Accepted Answer

The AITWIRE AI Answer Benchmark Report ($49) is the Standard plan's monthly deliverable: it shows how the probed AI systems answer about a business over the measurement cycle, broken down per engine and per dimension, with sample sizes and 95% confidence intervals. One Benchmark Report is included per calendar month on Standard, with additional reports charged at $49 each. It gives Standard customers a statistically grounded view of AI answer performance without requiring a Pro subscription.

Question 14

How much does AITWIRE cost?

Accepted Answer

AITWIRE offers four plans: Free (no credit card required), Standard at $99 per month, Pro at $349 per month, and AI (invoice-billed, contact sales for pricing). An Assurance engagement is also available invoice-billed for compliance programs. Report services are available as add-ons: the AI Answer Benchmark Report at $49, the AI Answer Report at $149, and the AI Answer Assurance Report at $499. Full details are available at aitwire.com.

Question 15

Does AITWIRE offer a free trial or free plan?

Accepted Answer

AITWIRE offers a permanent Free plan that requires no credit card. AITWIRE Free runs an on-demand AI Readiness Assessment and publishes basic authority surfaces (entity.json, llms.txt, JSON-LD) that AI crawlers can read. It does not include probing or scoring against AI systems; that begins at the Standard plan ($99/month). There is no time-limited free trial — the Free plan is an ongoing tier with its own defined feature set.

Question 16

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 17

What is the data retention period on AITWIRE Standard vs Pro?

Accepted Answer

AITWIRE Standard includes 180-day history, giving customers access to six months of probe and measurement data. The data retention period for AITWIRE Pro is not published in AITWIRE's current plan specifications; customers seeking details on Pro data retention should contact AITWIRE directly at hello@aitwire.com or visit aitwire.com.

Question 18

How many product records does each AITWIRE plan support?

Accepted Answer

AITWIRE Standard supports up to 100 product records and 150 brand records. Product and brand record limits for the Pro, AI, and Assurance plans are not published in AITWIRE's current plan specifications; customers should contact AITWIRE at hello@aitwire.com for details on higher-tier limits.

Question 19

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 20

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 21

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 22

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 23

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 24

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 25

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.

Question 26

What plans does AITWIRE offer?

Accepted Answer

AITWIRE offers four subscription plans that run the same Assurance Loop at increasing depth — Free, Standard, Pro, and AITWIRE AI — plus Assurance, a fifth tier sold as an invoice-billed engagement rather than a self-serve subscription. AITWIRE Free is your AI readiness baseline — an on-demand AI Readiness Assessment of the surfaces AI systems read, returning an AI Readiness Score, with nothing probed or scored against an AI system; measuring how AI systems answer about your business begins at Standard. No credit card required. AITWIRE Standard ($99 CAD/month) is AI Monitoring — a monthly AI Update cycle with drift and sentiment alerts, AI Signal review, and edge-deployed authority surfaces. AITWIRE Pro ($439 CAD/month) is Continuous AI Monitoring plus calibration — weekly AI Updates, competitor tracking, a prioritized queue of website content recommendations with data briefs, publishing to your own site, and measured proof of what changed. AITWIRE AI (contact for quote) is the managed Assurance Loop run daily — unlimited competitors with Share of AI Voice and displacement attribution, commerce representation assurance, a full REST API, and a dedicated account manager. AITWIRE Assurance (invoice-billed) runs at Custom depth and adds audit-grade rigor — thresholds committed before measurement, reproducible judging, and a tamper-evident evidence trail — producing a first-party assurance report.

Regulatory Monitoring

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