The platform
How AITWIRE measures, fixes, and proves your AI representation.
AITWIRE probes 13 leading AI systems, turns every gap into published authority AI can cite, then re-probes to prove whether accuracy improved — with before/after evidence you can defend.
AITWIRE monitors the AI systems and surfaces your target audience already trusts.
40+ monitored systems and publishing surfaces — so you can see what AI says,
fix gaps, and publish authoritative data for crawlers.
AI Representation Assurance
Measure how AI represents you. Fix the gaps. Prove what changed.
Six quality dimensions. Target-audience-aware probes. Confidence on the data.
Across the AI systems you don't control — and the ones you do — AITWIRE measures how AI represents you, identifies gaps and drift, drafts data-driven improvements, publishes verified authority surfaces AI systems can crawl, cite, and train on — then proves whether your representation actually improved, with evidence you can defend.
Analyze with confidence
AITWIRE profiles your target audience(s), probes major AI systems with the questions they actually ask, and scores accuracy, citation, sentiment, quality, recommendation, and competition — with a confidence interval on every metric.
Recommend & draft
Gaps become prioritized recommendations and drafted content in your brand voice, each tied to the measured gap it closes.
Publish where AI looks
Verified authority surfaces stay synced for AI crawlers, and the fix publishes to the destinations you choose — your own CMS, free structured surfaces, and social — with canonical pointing back to your site.
Prove it, or say so
AITWIRE re-measures and reports lift with a 95% confidence interval — confirmed only when it survives multiple-comparison correction, inconclusive when underpowered. When the content is exclusive to an AITWIRE surface, a causal holdout proves the AI retrieved it.
The Six Dimensions
How AI represents you — scored every AI Update Cycle
Sample data for illustration. Your real scores appear in your AI Representation Dashboard after your first AI Update Cycle.
Built around your target audience
See what AI says to the people you need to reach
Tell us who you are, what you do, and who you serve — AITWIRE measures how AI represents you to that target audience and turns the gaps into action.
Get your personalised response
See which AI opportunities and risks matter for your specific target audience.
Run your Free AI Representation Assessment
See how AI currently represents you — 30 seconds, no account needed.
Start free or upgrade
Start free. Upgrade to Pro to publish to your own site and social, run course-of-action campaigns, and prove measured, statistically-real lift.
How AITWIRE works
Analyze: AI Analytics + Recommendations. Publish: drafted content to the surfaces AI crawls, canonical to your site. Prove: statistically-real lift, plus causal proof of retrieval when the content is ours. That's AI representation assurance: AITWIRE measures how AI represents you, fixes the gaps, and proves what changed.
Analyze
AITWIRE asks AI systems target-audience questions and scores what they say, cite, and recommend — with confidence.
Recommend
Measured gaps become prioritized pages, articles, blogs, social posts, and off-site updates.
Publish
AITWIRE drafts factual content in your brand voice and publishes it to the surfaces AI crawls — canonical to your site.
Prove
Re-measurement shows statistically-real lift — plus causal proof of retrieval when the content is ours alone.
AI is already shaping what your target audience believes before they visit your website.
When someone asks AI about your category, AI may recommend you, ignore you, cite a competitor, or repeat stale information. AITWIRE shows you the answer, recommends and publishes the fix — canonical to your site — then proves whether it changed.
AI Analytics shows what AI says — and what to do about it
AITWIRE probes major AI systems with target-audience-aware questions, scores how they describe, cite, and recommend you with honest confidence, flags drift and competitor displacement, and turns the gaps into prioritized recommendations.
- Six quality dimensions — accuracy, citation, sentiment, quality, recommendation, and competition
- Target-audience-aware probes — measure what your audience actually asks
- Honest confidence — intervals, sample size, and an “is this change real?” test on every metric
- Gaps → recommendations — each prioritized action cites the measured gap it closes
AI Publishing drafts the fix and puts the source where AI looks
AITWIRE drafts factual copy in your brand voice and publishes it to the destinations you choose — your own CMS, free structured surfaces, and social — with the canonical link pointing back to your site, while always-on authority surfaces stay synced for AI crawlers.
- Drafted in your brand voice — factual copy for pages, articles, blogs, and social
- Owned, free, and social destinations — your CMS (WordPress, Webflow, Ghost, Shopify), GitHub, Dev.to, Hashnode, Bluesky, and IndexNow
- Canonical → your domain — every syndicated copy credits your site, not AITWIRE
- Always-on authority surfaces — structured facts AI crawlers can read, with per-item private control
AI Proof shows it worked — and, when we can, that AI used us
Two honest tiers of evidence. Effect: a statistically-real change in how AI represents you, with calibration that checks our confidence labels themselves. Source: when the content is exclusive to an AITWIRE surface, we can prove the AI actually retrieved us — with controls that bound false positives.
- Measured lift — expected vs actually-measured improvement on the actions you apply
- Is this change real? — a movement counts only when it clears the combined 95% interval
- Causal retrieval proof — evidence that AI engines actually retrieved from our surfaces
- Citation provenance — which URL the AI cited, with false positives bounded
Powered by AITWIRE Intelligence
The platform learns from measurement, human review, recommendations, and published outcomes — then focuses future probes and content on your target audience.
AI Analytics
Monitor how AI systems describe, cite, and recommend you to your target audience, across six quality dimensions and 19 signal categories.
AI Recommendations
Turn measured gaps into prioritized content actions and drafts, with a clear goal and rationale for each recommendation.
AI Publishing
Publish to your own site and a chosen set of owned, free, and social destinations — canonical pointing back to your domain — while always-on authority surfaces stay synced for AI crawlers.
AI-Retrieval Readiness
The technical groundwork AI engines rely on to find and trust you — schema, crawlability, indexation, canonical, and authority signals. It complements your SEO stack rather than replacing it.
Honest Confidence
Every number carries a confidence interval, and a period-over-period change is called real only when it clears that interval — so you can tell a genuine movement from sampling noise.
Causal Proof
When content is exclusive to an AITWIRE surface, a causal holdout proves the AI retrieved us — bounded by a never-published negative control. Kept separate from effect-proof so claims stay honest.
Evidence you can defend.
AITWIRE backs every number with repeatable probes, confidence thresholds, verified facts, and lift tracking — so you can see what changed, what caused it, and how reliable it is. Credible, not cosmetic.
Fix what AI gets wrong. Build the authority it's missing. Measure what AI adopts.
AITWIRE works two ways: it detects where AI describes your brand incorrectly and recommends the fix, and it proactively publishes authoritative answers for the gaps where AI doesn't represent you yet — new categories, comparisons, and facts. Either way it updates your authority surfaces (the structured sources AI engines crawl) and measures whether those engines retrieve and cite them.
Your Surfaces
AITWIRE Layer
Pricing Drift Detected
AI Systems
Illustrative — the flow and timing are simplified. AITWIRE both corrects drift and proactively adds authority; whether and when AI systems retrieve and cite it varies by engine and isn't guaranteed. AITWIRE measures the outcome rather than guaranteeing it.
Tuned to your industry: AITWIRE analyzes how AI represents you to your buyers, publishes the fixes, and proves what changed.
Best fit when AI is becoming how your buyers discover and evaluate you — and your team will act on what we find (publish, then prove). The payoff isn't a vanity score: it's catching misinformation early, tracking your trend and competitors, and proving the measured lift from each change.
Start with a free AI Representation Assessment. Upgrade when you want deeper analytics, stronger recommendations, and faster publishing cycles.
Measure how AI represents you. Fix the gaps. Prove what changed.
Start with a Free AI Representation Assessment, then use AITWIRE to generate recommendations, draft and publish verified authority surfaces for AI crawlers, and prove whether your AI representation actually improved — with evidence you can defend.