AI CITABILITY SCORER™ · FREE RUN
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Paste any content — including unpublished drafts — and get your AI Citability Probability™.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.
7 proprietary ARIA signals
Published & draft content
Real Claude API analysis
Prioritised fix list included
ARIA SIGNAL ANALYSIS — LIVE
DRAFT MODE
0%
CITABLE
Analysing content signals…
Retrieval Trigger Density–
Structural Extractability–
Authority Signal Velocity–
Conversational Intent Match–
Entity Disambiguation Index–
Evidence Specificity Ratio–
Freshness & Temporal Signals–
TOP FIXES TO INCREASE PROBABILITY
Add named regulatory citations to boost Authority Signal Velocity
Replace 3 generic assertions with verifiable data points
Add direct-answer paragraph after each H2 heading
FRAMEWORK
ARIA Signal Framework™
StrategyPeeps proprietary — 7 signals
UNIQUE CAPABILITY
Score before you publish
Drafts, docs, any text — not just live URLs
OUTPUT
Probability % + fix list
Actionable, not just a number
ANALYSIS
Consistent output
Fixed analytical framework every run
PASTE CONTENT
ENTER URL
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.
Works on any text — Word doc, Google Doc, pasted copy, brief
Returns the same 7-signal breakdown as live URL analysis
Prioritised fix list tells you exactly what to change before publishing
No competitor can do this — they only track live pages
HOW IT WORKS
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.
STEP 01
Paste content or enter a URL
Any article, landing page, FAQ, white paper — or an unpublished draft. Works on any text. No login required for your free run.
STEP 02
ARIA analyses 7 signals
The ARIA Signal Framework scores Retrieval Trigger Density, Structural Extractability, Authority Signal Velocity, Conversational Intent Match, Entity Disambiguation Index, Evidence Specificity Ratio, and Freshness & Temporal Signals — via real Claude API analysis.
STEP 03
Get probability + fix plan
Your AI Citability Probability™, 7-signal breakdown with specific findings, and 5 prioritised recommendations ranked HIGH / MED / LOW — so you know exactly what to fix first.
THE ARIA SIGNAL FRAMEWORK
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.
SIGNAL 01
Retrieval Trigger Density
Concentration of trigger phrases, citable facts, and quotable positions that LLMs actively hook onto when forming answers. Higher density = higher probability of being cited.
①
SIGNAL 02
Structural Extractability
How cleanly an LLM can lift your content — logical hierarchy, self-contained paragraphs, and chunking that lets models extract meaning without losing context.
②
SIGNAL 03
Authority Signal Velocity
Rate of trust markers per content unit — credentials, regulatory body mentions, institutional affiliations, cited sources, verifiable claims with named attribution.
③
SIGNAL 04
Conversational Intent Match
Alignment between your content and the natural-language query patterns users actually type into AI assistants — question formats, direct answer placement, second-person framing.
④
SIGNAL 05
Entity Disambiguation Index
Precision of named entity usage — full organisation names, defined terminology, specific product names that enable LLMs to correctly attribute and cite without ambiguity.
⑤
SIGNAL 06
Evidence Specificity Ratio
Proportion of specific, verifiable data points versus generic assertions — numbers, named examples, measurable outcomes that LLMs treat as citable evidence.
⑥
SIGNAL 07 · TRACKED INDEPENDENTLY
Freshness & Temporal Signals
Presence of recency markers — publication dates, current statistics, time-bounded claims that signal to LLMs the content is current. Tracked as a standalone signal because temporal relevance has an independent effect on citation probability that content quality signals do not capture.
⑦
WHY THIS MATTERS
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.
WITHOUT CITABILITY DATA
No idea what probability AI will cite your page today
Publishing content without knowing its AI visibility score
Assuming good SEO = good AI visibility (it doesn’t)
No signal-level breakdown showing what to fix first
Competitors may be highly citable while you score low
Generic content work with no priority or measurement
WITH AI CITABILITY SCORER™
Exact citability probability before and after publishing
Score unpublished drafts — fix issues before going live
7-signal breakdown showing exactly which signals are weak
Prioritised fix list ranked by citability impact
Track probability improvement as you optimise over time
Paired with Citation Tracker to confirm real-world results
HOW WE COMPARE
ARIA vs. the alternatives
| Capability | ARIA Signal Suite | Peec AI | Profound / Others |
|---|---|---|---|
| AI Citability Scoring (content analysis) | ✓ | ✗ | ✗ |
| Score unpublished / draft content | ✓ ONLY ARIA | ✗ | ✗ |
| Prioritised improvement roadmap | ✓ ONLY ARIA | ✗ | ✗ |
| URL citation rate tracking | ✓ | ✓ | ✓ |
| Brand mention tracking | ✓ | ✓ | Partial |
| Position tracking (avg rank in response) | ✓ | ✓ | ✗ |
| Sentiment analysis per engine | ✓ | ✓ | ✗ |
| Competitor Share of Voice | ✓ | ✓ | Partial |
| Citation context snippet | ✓ | ✗ | ✗ |
| Enterprise consulting wrapper | ✓ | ✗ | ✗ |
WHO USES THIS
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.
Content Strategists
Score content before publishing to catch structural and signal gaps. Prioritise your optimisation backlog with probability data, not instinct — and prove improvement over time.
Marketing Leaders
Understand AI citability across your content portfolio. Show where gaps exist and what fixing them would achieve — before AI search erodes your organic traffic baseline.
Consultants & Agencies
Run ARIA scores as part of content audits. Deliver a citability probability report to clients — a clear before/after methodology that adds a new service line to your practice.
Enterprise Content Teams
Score at scale across multiple URLs. Track probability improvement over time as you optimise. The only tool that works on your internal drafts before they reach the CMS.
BEYOND THE FREE RUN
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.
ONE-TIME ENGAGEMENT
ARIA Signal Audit™
Know exactly where you stand. Know exactly what to fix.
WHAT’S INCLUDED
✓
Up to 10 URLs scored — full 7-signal analysis on your most important pages
✓
Industry-calibrated scoring — calibrated to your sector, not a generic baseline
✓
Brand-specific query fingerprints — 50 queries tuned to your actual audience and buying intent
✓
Citation Tracker run — real citation velocity across all AI engines for your top URLs
✓
Competitor citation benchmark — up to 3 competitor URLs run against the same query set
✓
PDF deliverable — board-ready ARIA Signal Report in 5 business days
NOT IN THE FREE TOOL
Industry calibration — your sector, not a generic baseline
Brand-tuned query fingerprints — not generic AI queries
Human analysis layer — StrategyPeeps practitioner review
Book a Call →
5 business days · Fixed scope · One invoice
MOST POPULAR
MONTHLY RETAINER
ARIA Signal Implementation™
Continuously improving citability. Tracked every month.
EVERYTHING IN AUDIT, PLUS
✓
Monthly ARIA re-score — track citability probability improvement over time
✓
Before / after Citation Tracking — prove ROI of every content change
✓
Competitor velocity monitoring — 3 competitors tracked monthly
✓
Fresh query fingerprints monthly — updated as your content evolves
✓
Monthly ARIA Index trend report — citability trajectory, signal-by-signal progress
✓
New pages scored on request — score any draft before it publishes
WHY RETAINER BEATS ONE-OFF
AI citation patterns shift — monthly tracking catches changes early
Competitors optimise too — you need to know when they pull ahead
Implementation takes time — ongoing support ensures changes get made
Book a Call →
Min. 3 months · Monthly deliverable · Cancel with notice
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