Will AI cite your content — or your competitor’s?
Paste any content — including unpublished drafts — and get your AI Citability Probability™. The only tool that scores content before you publish, so you know you’ll be cited before you go live.
Score your draft.
Fix it before you publish.
Most content teams publish first, then wonder why AI doesn’t cite them. ARIA flips that — paste your draft, get your probability score and fix list, then publish content that AI engines are already primed to surface.
Three steps. Under 2 minutes.
Paste content or enter a URL. The ARIA engine analyses 7 signals and returns your citability probability with a prioritised fix list.
7 signals. Proprietary weights. Probability output.
Each signal was derived from analysis of what actually predicts LLM citation behaviour across StrategyPeeps consulting engagements. Signal weights are proprietary — not published.
Good SEO rank ≠ AI citation.
A page can rank #1 on Google and never appear in a ChatGPT or Perplexity response. ARIA measures a completely different signal.
ARIA vs. the alternatives
| Capability | ARIA Signal Suite | Profound | Peec AI |
|---|---|---|---|
| Scores content before you publish it | ✓ ONLY ARIA | ✗ | ✗ |
| Scores unpublished drafts (never-live content) | ✓ ONLY ARIA | ✗ | ✗ |
| Prioritised improvement roadmap per page | ✓ ONLY ARIA | ✗ | ✗ |
| Citation-context snippet — the exact sentence you were cited in | ✓ ONLY ARIA | ✗ | ✗ |
| URL citation rate tracking | ✓ | ✓ | ✓ |
| Brand mention tracking | ✓ | ✓ | ✓ |
| Position within the answer | ✓ | ✓ | ✓ |
| Sentiment per engine | ✓ | ✓ | ✓ |
| Source leaderboard & competitor share of voice | ✓ | ✓ | Partial |
| Free to run — no annual contract | ✓ | ✗ | ✗ |
| Consulting & implementation included | ✓ | ✗ | ✗ |
| Prompt-volume database | ✗ | ✓ | ✗ |
| AI crawler / agent analytics | ✗ | ✓ | ✗ |
| Enterprise SSO, RBAC, SOC 2 | ✗ | ✓ | ✗ |
Every other tool grades the exam after you’ve sat it
Enterprise AI-visibility platforms measure content that is already live. You publish, you wait weeks for the engines to re-crawl, and only then do you learn the page was never structured to be quoted. The Citability Scorer inverts that: it reads the page — or a draft that has never been online — and tells you the probability of citation before you commit.
Score the draft. Fix the structure. Publish once, correctly.
Publish, wait for a re-crawl, discover the gap, rewrite, wait again.
A rewrite cycle costs weeks of invisibility on the query you cared about.
Where the enterprise platforms genuinely win: prompt-volume databases, AI crawler analytics and enterprise access controls. If you need those at scale, they are strong products and we will say so.
Where we win: we are free to run, cover every major engine without a paid tier, and we are the only tool here that scores content before it is published.
For anyone whose content needs to be found by AI.
Whether you’re optimising a single page or auditing a content library, the AI Citability Scorer gives you the data to prioritise correctly.
Score a page — then map the whole topic.
Once you’ve scored your content, the ARIA Citation Tracker’s new Topical Authority mode shows where AI engines cite you across every priority topic and engine, ranks what to fix first, and turns any gap into a content brief. Explore Topical Authority →
Built for your brand. Calibrated to your industry.
The free tool gives you a generic ARIA score. Our paid implementations calibrate everything to your specific industry, audience, and competitive context.
Ready for industry-calibrated ARIA implementation?
The free run shows you the gap. The ARIA Signal Audit and Implementation close it — calibrated to your industry, your brand, and your competitive set.
Book a Free 30-Minute Call →No commitment · No sales pitch · Free consultation