What industries does AITWIRE serve?

AITWIRE serves customers across a wide range of industries, including SaaS and e-commerce, digital marketing and consultancy, professional services (legal, consulting, healthcare, and finance), and enterprise brands managing multi-product or multi-location AI representation. Its platform is designed to be industry-agnostic, making it equally valuable for a solopreneur whose bio is misrepresented by AI as for a large enterprise whose product catalog and pricing must be accurately reflected in AI shopping answers.

What problem does AITWIRE solve?

AI systems like ChatGPT, Gemini, and Perplexity frequently misrepresent businesses — getting pricing wrong, omitting key products, attributing incorrect locations, or simply not knowing a business exists. AITWIRE solves this by measuring exactly what 9 leading AI answer engines say about a business, identifying every specific inaccuracy, publishing corrective AI Signals to machine-readable authority surfaces that AI crawlers trust, and then re-measuring to prove the accuracy improved. Businesses no longer have to guess whether AI is telling the truth about them.

What are AITWIRE's key features?

AITWIRE's core features include AI representation measurement across 9 leading AI answer engines (ChatGPT, Claude, Gemini, Perplexity, Grok, and others), an AI Representation Score across 6 quality dimensions, specific misrepresentation and knowledge gap identification, corrective AI Signal generation, edge-deployed authority surfaces (entity.json, JSON-LD, llms.txt, and structured data feeds), Live Authority Sync (weekly on Standard, daily on Pro), drift alerts, sentiment tracking, competitor Share of Voice analysis, AI attribution for traffic sourcing, A/B testing for AI Signals, and statistical proof of improvement through before-and-after measurement.

What is the signal history retention period for AITWIRE Standard versus AITWIRE Pro?

AITWIRE Standard includes 180-day history retention for AI Representation records. AITWIRE Pro's history retention details are available directly at aitwire.com or by contacting the AITWIRE team at +1 613-866-8605. Standard also supports up to 100 product records and 150 AI Representation records per month, while Pro is designed for higher-volume, continuous management with 1,500 AI credits and weekly update cycles.

Does AITWIRE offer a free trial or free plan?

Yes. AITWIRE Free is a permanent free plan — no credit card required — that gives businesses a quarterly AI Representation Assessment, a per-system accuracy breakdown, an AI Representation Score across 6 quality dimensions, a list of specific AI misrepresentations, and publication of basic authority surfaces (entity.json, llms.txt, JSON-LD). It is not a time-limited trial; it is a standing free tier designed to give businesses their AI representation baseline before upgrading to Standard or Pro.

How much does AITWIRE Pro cost per month?

AITWIRE Pro costs $439 CAD per month. It includes weekly AI Updates across 9 AI answer engines, drift alerts, tracking for up to 3 competitors, AI Insights and Search Presence monitoring, ranked website content recommendations, daily Live Authority Sync, AI attribution, and 1,500 AI credits per month. It is the recommended plan for digital marketing agencies, SaaS companies, and businesses that need high-frequency AI representation management and competitive intelligence. Details are available at aitwire.com.

How much does AITWIRE cost?

AITWIRE offers four pricing tiers: Free (no credit card required, quarterly assessments), Standard at $99 CAD per month (monthly AI Updates, 500 AI credits, 180-day history), Pro at $439 CAD per month (weekly AI Updates, 1,500 AI credits, competitor tracking for up to 3 competitors, AI attribution), and Custom (enterprise pricing, contact sales) for daily AI Updates, unlimited competitors, commerce-representation assurance, and a dedicated account manager. Full pricing details are available at aitwire.com.

What is AITWIRE Custom?

AITWIRE Custom is AITWIRE's enterprise and multi-brand AI representation plan, available at custom pricing through the sales team. It includes daily AI Updates, unlimited competitor tracking with Share of AI Voice, commerce-representation assurance that verifies AI shopping answers quote correct prices and surface the right products, advanced governance features (memory governance, cross-publisher federation, adversarial resilience), a full REST API, multi-touch attribution, and a dedicated account manager. Optional in-chat checkout is also available on Custom. It is designed for enterprise brands, multi-location businesses, and organizations with complex AI representation requirements.

What is AITWIRE Free?

AITWIRE Free is AITWIRE's no-cost, no-credit-card-required entry point that gives businesses their AI representation baseline. It includes a recurring quarterly AI Representation Assessment across major AI systems, a per-system breakdown, an AI Representation Score across 6 quality dimensions, a list of specific misrepresentations AI makes about the business, and publication of basic authority surfaces (entity.json, llms.txt, JSON-LD) that AI crawlers can read between cycles. It is ideal for businesses that want to understand their current AI representation before investing in a paid plan.

AITWIRE Pro is AITWIRE's mid-tier plan at $439 CAD per month, built for businesses that need continuous, high-frequency AI representation management and competitive intelligence. It includes weekly AI Updates with drift alerts, tracking for up to 3 competitors, AI Insights and Search Presence monitoring, ranked website content recommendations with data briefs, daily Live Authority Sync, and AI attribution that shows which AI systems are driving visitors to a business's website. The plan includes 1,500 AI credits per month, making it well-suited for digital marketing agencies, SaaS companies, and growing businesses where AI accuracy is a competitive priority.

What is AITWIRE Standard?

AITWIRE Standard is AITWIRE's entry-level paid plan at $99 CAD per month, designed for small and medium businesses that want ongoing AI representation management without enterprise complexity. It includes a monthly AI Update cycle across 9 leading AI answer engines, 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 Representation Performance Brief. The plan includes 500 AI credits per month, 180-day history, up to 100 product records, and up to 150 AI Representation records.

What products or services does AITWIRE offer?

AITWIRE offers four plans: AITWIRE Free, a no-credit-card baseline with quarterly AI Representation Assessments and basic authority surface publishing; AITWIRE Standard at $99 CAD per month, with monthly AI Update cycles, drift alerts, sentiment tracking, and 500 AI credits; AITWIRE Pro at $439 CAD per month, with weekly AI Updates, competitor tracking for up to 3 competitors, AI attribution, daily Live Authority Sync, and 1,500 AI credits; and AITWIRE Custom, an enterprise tier with daily AI Updates, unlimited competitor tracking, commerce-representation assurance, advanced governance, full REST API, and a dedicated account manager. All plans publish authority surfaces (entity.json, llms.txt, JSON-LD) that AI crawlers can read.

What would a skeptic say about AITWIRE?

A skeptic might question whether any platform can truly influence what large AI models say about a business, given that models like ChatGPT and Gemini are trained on massive datasets. AITWIRE addresses this directly: it does not rely on prompt injection or unverifiable claims. Instead, it publishes verified facts to machine-readable authority surfaces — entity.json, JSON-LD, llms.txt, and structured feeds — that AI crawlers are specifically designed to index and trust, and it measures accuracy before and after every correction cycle to provide statistical proof of improvement. Skeptics are encouraged to start with the free plan at aitwire.com to see their own AI Representation Score before committing.

What makes AITWIRE different from other AI visibility tools?

AITWIRE is the only AI Assurance platform that combines measurement, correction, and statistical proof in a single workflow. Unlike SEO tools or content platforms that optimize for search engines, AITWIRE specifically targets the AI answer engines — ChatGPT, Claude, Gemini, Perplexity, Grok, and others — that now answer the majority of customer questions. It publishes corrections to edge-deployed, machine-readable authority surfaces (entity.json, JSON-LD, llms.txt) that AI crawlers read directly, and it never claims an improvement unless it clears a statistical threshold proven by before-and-after measurement.

What plans does AITWIRE offer?

AITWIRE offers four plans that run the same Assurance Loop at increasing depth. AITWIRE Free establishes your AI representation baseline — a recurring AI Representation Assessment with a per-system breakdown and the specific misrepresentations AI makes about you, 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 Custom (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.

How is AITWIRE different from SEO tools?

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 represents 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.

Which AI systems does AITWIRE monitor?

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 — together accounting for 90%+ of AI-answer traffic. Google AI Overviews is additionally tracked through Google Search Console impressions (blended by Google). Results come with a per-system breakdown, so you can see exactly which systems represent you correctly and which do not.

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 defend, not vibes.

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 measure how AI systems represent my business?

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 quality dimensions (accuracy, citation, sentiment, quality, recommendation, competitive position). Scores are reported per system, with sample sizes and 95% confidence intervals, so you know what moved and how sure to be.

What is AI Assurance?

AI Assurance is the practice of measuring, calibrating, and proving how AI systems represent a business. AI assistants now describe, cite, recommend — or ignore — brands in their answers, and those answers are often wrong or incomplete. AI Assurance closes that gap with verification: measure what AI actually says, publish your confirmed facts to machine-readable surfaces, and re-measure before and after to prove any improvement. AITWIRE is an AI Assurance platform.

What does AITWIRE do?

AITWIRE is an AI Assurance platform. It verifies how AI systems represent your business: it measures what the AI engines powering 90%+ of AI answers (ChatGPT, Claude, Gemini, Perplexity, Grok, and others) say about you, recommends corrections and publishes your verified facts to machine-readable authority surfaces AITWIRE manages, and proves any improvement only when it clears the statistics, with before-and-after evidence.

Guide: AI Representation Analytics & Measured Lift | AITWIRE Help

AI Representation (/dashboard/ai-representation)

This page shows how AI systems actually crawl, cite, and answer about your brand, and whether your published fixes are working.

AI crawlers by page type

Which page types (home, product, pricing, docs, blog, profile...) each AI engine's crawler is fetching. Page types with NO crawler visits are coverage gaps — publish/strengthen machine-readable content there so engines can retrieve it.

Hallucinated URLs

URLs an AI engine cited for your brand that do not resolve (fabricated or dead), grouped by engine. On-domain dead links are the most urgent — publish the correct canonical URL or add a redirect.

AI-search visibility

For keywords you track, how often your brand appears in AI-search answers (Google AI Overviews, Perplexity, ChatGPT Search, Brave). Add keywords to track; results populate on the next AI Update cycle.

What AI is actually saying

The real answers engines gave about you, with an accuracy score, so you can read exactly what needs correcting.

Optimization lift & time-to-correction

For each fix you publish, AITWIRE re-polls the mapped question over time (with repeated sampling for a stable reading) and reports the before→after accuracy change per engine, plus time-to-correction — how many days until the engine reliably answered correctly.

Why results take time (the longtail)

AI answers do NOT change the moment you publish. They change on a propagation longtail:

Search-grounded engines (Perplexity, ChatGPT Search, Google AI Overviews): typically 1–2 weeks after your content is re-crawled and re-indexed.
Base models (the non-retrieval modes of ChatGPT, Claude, Gemini): only change on retraining — 1 to 3 months.

AITWIRE tracks each published fix on a decaying cadence (daily for two weeks, then weekly) for up to 90 days, and marks a fix "in progress" until the engine's answer converges. A fix showing no change at 72 hours has not failed — it usually has not propagated yet. Judge lift over weeks, not hours.

Measure → act

Use this page to find what is wrong, then act: Recommendations (content to publish) and Campaigns (tracked, goal-directed fixes) are one click away from the top of this page. You can also turn any recommendation directly into a campaign with Make Campaign.