AITWIRE — Frequently Asked Questions

Question 1

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 ($69 USD/month) is AI Monitoring — a monthly AI Update cycle with drift and sentiment alerts, AI Signal review, and edge-deployed authority surfaces. AITWIRE Pro ($299 USD/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 (Custom — from $16,500 USD/year, 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.

Question 2

What is the AITWIRE AI Answer Assurance Report?

Accepted Answer

The AITWIRE AI Answer Assurance Report is priced at $499 USD and is an additional purchase available on Pro and Custom plans — it is never included in any plan and has no free monthly allowance. It is a first-party assurance report providing L1-L4 evidence: findings scored against pre-committed canon thresholds with 95% confidence intervals, recorded on a tamper-evident trail. It requires the measurement density of Pro or Custom plans to clear the reporting floors and is designed for organizations building evidence toward ISO 42001, NIST AI RMF, SOC 2, or ISAE 3000 compliance programs.

Question 3

Does AITWIRE offer a free trial or free plan?

Accepted Answer

AITWIRE offers a permanent Free plan that requires no credit card. The Free plan runs an on-demand AI Readiness Assessment, returns an AI Readiness Score with a detailed report, and publishes basic authority surfaces (entity.json, llms.txt, JSON-LD) that AI crawlers can read. The Free plan does not include probing or scoring against AI systems — that begins at the Standard plan ($69 USD/month). There is no time-limited free trial; the Free plan is available indefinitely as an AI readiness baseline.

Question 4

How much does AITWIRE cost?

Accepted Answer

AITWIRE offers five plans: Free (no cost, no credit card required), Standard at $69 USD per month, Pro at $299 USD per month, AI (Custom — from $16,500 USD/year, contact sales), and Assurance (audit-grade, invoice-billed as an engagement). Purchasable reports are priced separately: the AI Answer Benchmark Report at $49 USD, the AI Answer Report at $149 USD, and the AI Answer Assurance Report at $499 USD. Standard includes one AI Answer Benchmark Report per month; Pro includes one AI Answer Report per month; additional reports on either plan are charged at the listed prices.

Question 5

What is AITWIRE AI Answer Benchmark Report?

Accepted Answer

The AITWIRE AI Answer Benchmark Report is priced at $49 USD and is the core deliverable for Standard plan customers. It shows how the five AI answer surfaces Standard covers answer about a business over the measurement cycle, broken down per engine and per dimension, with sample sizes and 95% confidence intervals. One AI Answer Benchmark Report is included per calendar month on Standard; additional reports are charged at $49 USD each. It is the foundational report for SMBs and solopreneurs who want a clear, statistically grounded picture of their AI answer accuracy.

Question 6

What is AITWIRE AI Answer Report?

Accepted Answer

The AITWIRE AI Answer Report is priced at $149 USD and is the flagship deliverable for Pro and AI plan customers. It includes everything in the AI Answer 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; additional reports are charged at $149 USD each. On the AI plan, it is always included. It is designed for agencies, SaaS companies, and professional services firms that need to track competitive standing and demonstrate measurable improvement in AI answer accuracy over time.

Question 7

What is AITWIRE AI Answer Assurance Report?

Accepted Answer

The AITWIRE AI Answer Assurance Report is a purchasable first-party assurance report priced at $499 USD, providing L1-L4 evidence with findings scored against pre-committed canon thresholds, 95% confidence intervals, and a tamper-evident audit trail. It is an additional purchase available on Pro and AI plans — it is never included in any plan and has no free monthly allowance. It requires Pro or AI measurement density to clear the reporting floors and is suited for organizations building evidence toward formal AI governance or compliance programs.

Question 8

What is AITWIRE Pro?

Accepted Answer

AITWIRE Pro is a continuous AI answer assurance plan priced at $299 USD per month, built for digital marketing agencies, SaaS companies, e-commerce businesses, and professional services firms that need more frequent measurement and competitive intelligence. It includes weekly AI Updates with drift alerts, tracking of up to five competitors, AI Insights and Search Presence monitoring, ranked website content recommendations with data briefs, daily Live Authority Sync, and AI attribution showing which AI systems send visitors. Pro includes 1,500 AI credits per month and one AI Answer Report per calendar month, with additional reports available for purchase.

Question 9

What is AITWIRE Standard?

Accepted Answer

AITWIRE Standard is a monthly AI answer assurance plan priced at $69 USD per month, designed for small and medium businesses and solopreneurs who need reliable, affordable measurement of how AI systems answer about them. It includes a monthly AI Update cycle across eleven leading public AI systems and answer surfaces, 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.

Question 10

What products or services does AITWIRE offer?

Accepted Answer

AITWIRE offers five subscription plans — Free, Standard ($69 USD/month), Pro ($299 USD/month), AI (Custom — from $16,500 USD/year, contact sales), and Assurance (audit-grade, invoice-billed) — plus three purchasable reports: the AI Answer Benchmark Report ($49 USD), the AI Answer Report ($149 USD), and the AI Answer Assurance Report ($499 USD). Plans differ in measurement frequency (on-demand, monthly, weekly, or daily AI Updates), number of competitors tracked, depth of reporting, and governance features. Reports provide structured, statistically rigorous findings on how nine AI engines answer questions about a business, with sample sizes and 95% confidence intervals.

Question 11

Who founded AITWIRE and where is it based?

Accepted Answer

AITWIRE is headquartered at 1210 - 261 Cooper Street, Ottawa, Ontario, K2P 0G3, Canada. The company operates as a global, cloud-delivered platform serving customers worldwide. For leadership and founding team details, customers can reach AITWIRE directly at hello@aitwire.com or by phone at +1 613-866-8605.

Question 12

What industries does AITWIRE serve?

Accepted Answer

AITWIRE serves a broad range of B2B customers including small and medium businesses, solopreneurs, digital marketing agencies and consultancies, SaaS and e-commerce companies, professional services firms in legal, consulting, healthcare, and finance, and enterprise brands with advanced AI governance requirements. Any organization that needs to understand and prove how AI systems answer about their business — whether for brand accuracy, competitive positioning, or regulatory compliance — is a fit for AITWIRE's platform.

Question 13

What problem does AITWIRE solve?

Accepted Answer

Businesses increasingly find that AI systems — ChatGPT, Gemini, Perplexity, and others — answer questions about them with inaccurate, outdated, or missing information, and have no reliable way to measure or prove what those systems actually say. AITWIRE solves this by running controlled, repeatable probes across eleven leading public AI systems and answer surfaces, scoring answer accuracy against verified business facts, and publishing machine-readable authority surfaces that give AI crawlers access to correct information. The result is evidence-based visibility into AI answer performance, with drift alerts when accuracy drops and statistically validated reporting that clears the bar for audit and governance programs.

Question 14

What is AITWIRE Assurance?

Accepted Answer

AITWIRE Assurance is AITWIRE's audit-grade AI answer assurance plan, invoice-billed as an engagement rather than by card, designed for organizations that need formal evidence for compliance programs. It delivers the full continuous measurement of the AI plan, plus threshold-tested findings — each measured against a threshold committed before the measurement runs and sealed on a tamper-evident ledger — as evidence toward ISO 42001, NIST AI RMF, SOC 2, and ISAE 3000 programs. AITWIRE produces the evidence; the certification is issued by the customer's auditor.

Question 15

What is AITWIRE AI?

Accepted Answer

AITWIRE AI is AITWIRE's enterprise and multi-brand AI answer assurance plan, available at custom pricing starting at $16,500 USD/year by contacting sales. It includes daily AI Updates, unlimited competitor tracking with Share of AI Voice, commerce-representation assurance that proves AI shopping answers quote the right price, surface the right products, and favor the customer over competitors, advanced governance features including memory governance, cross-publisher federation, and adversarial resilience, a full REST API, multi-touch attribution, and a dedicated account manager. AITWIRE AI is designed for enterprise brands and larger organizations with complex, multi-brand AI answer assurance needs.

Question 16

What is AITWIRE Free?

Accepted Answer

AITWIRE Free is AITWIRE's no-cost AI readiness baseline plan, available with no credit card required. It runs an on-demand AI Readiness Assessment of the surfaces AI systems read on a business's site — including 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. AITWIRE Free also publishes basic authority surfaces (entity.json, llms.txt, JSON-LD) that AI crawlers can read. Nothing on this plan is probed or scored against an AI system; measuring how AI systems answer about a business begins at Standard.

Question 17

What is AITWIRE's mission?

Accepted Answer

AITWIRE's mission is to give every business the evidence it needs to know — and prove — how AI systems answer about them, and to close the gap between what is true and what AI says. AITWIRE achieves this through controlled, repeatable testing across nine AI engines, publication of verified authority surfaces, and statistically rigorous reporting with 95% confidence intervals. AITWIRE verifies and measures; it does not write prose on behalf of its customers.

Question 18

What makes AITWIRE different?

Accepted Answer

AITWIRE stands apart through its commitment to statistical rigor: the same questions are asked cold across eleven leading public AI systems and answer surfaces and re-asked after a change, with findings reported with sample sizes and 95% confidence intervals so that movement is only reported when it clears the statistics. Unlike tools that offer vanity scores or unverifiable claims, AITWIRE produces traceable, repeatable evidence of AI answer accuracy. Its tamper-evident ledger trails support audit-grade assurance toward ISO 42001, NIST AI RMF, SOC 2, and ISAE 3000 programs, and its edge-deployed authority surfaces — JSON-LD, entity.json, and llms.txt — give AI crawlers verified facts to read directly from the customer's domain.

Question 19

Where is AITWIRE headquartered?

Accepted Answer

AITWIRE is headquartered at 1210 - 261 Cooper Street, Ottawa, Ontario, K2P 0G3, Canada. It operates as a global SaaS platform, serving customers worldwide regardless of geography.

Question 20

What makes AITWIRE different from other AI monitoring tools?

Accepted Answer

AITWIRE's core differentiator is its controlled, repeatable testing methodology: the same questions are asked cold across eleven leading public AI systems and answer surfaces and re-asked after a change, with findings reported at 95% confidence intervals so that movement is only reported when it clears the statistics. Unlike tools that offer one-time snapshots or unverified summaries, AITWIRE provides per-engine, per-dimension accuracy scoring, edge-deployed authority surfaces for machine-readable fact publishing, and — at the Assurance tier — findings scored against pre-committed canon thresholds sealed on a tamper-evident ledger suitable for ISO 42001, NIST AI RMF, SOC 2, and ISAE 3000 programs. AITWIRE measures, calibrates, and proves; it does not make unverifiable claims about controlling AI outputs.

Question 21

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 22

Which AI systems does AITWIRE monitor?

Accepted Answer

AITWIRE checks 11 AI systems and answer surfaces. Nine are probed directly with controlled prompts — ChatGPT (OpenAI), ChatGPT Search, Claude (Anthropic), Gemini (Google), Perplexity, Grok (xAI), DeepSeek, Mistral, and Meta AI. Google AI Overviews and Copilot Search (the AI answer in Bing's results) are captured from the live results pages and scored the same way. Results come with a per-system breakdown, so you can see exactly which systems answer accurately and which do not.

Question 23

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 24

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 25

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 26

What is an AI Answer Platform?

Accepted Answer

An AI Answer 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 Answer 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 Answer Platform.

Question 27

What does AITWIRE do?

Accepted Answer

AITWIRE is an AI Answer 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.

MCP Server

Two endpoints

Public data

Your account

Add AITWIRE to your assistant

Claude (claude.ai & Desktop)

ChatGPT

Grok

Microsoft Copilot

Gemini

Cursor, VS Code & other MCP clients

Available Tools (public)

`aitwire_entity_lookup`

`aitwire_entity_feeds`

`aitwire_grounding`

Your Account Tools (authenticated)

`aitwire_my_recommendations` · `aitwire_my_facts`

`aitwire_next_actions`

`aitwire_pending_changes` · `aitwire_propose_change`

`aitwire_manage_plan`

`aitwire_buy_credits`

System Instructions

Resources

Protocol Details