ARIA SIGNAL SUITE™ · ONE FREE RUN EACH
Find out if AI will cite your content. Then fix it.
Two free tools powered by the StrategyPeeps ARIA Signal Framework™ — the proprietary methodology used in our consulting practice to measure and improve AI content visibility.
7ARIA signals
2,400+Benchmark pages
4AI engines tested
FreeBoth tools
THE ARIA SIGNAL SUITE
Two tools. One question answered.
Will AI cite your content — and why? The Suite gives you two complementary angles on the same problem.
TOOL 01 · AI CITABILITY SCORER™
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What’s your page’s probability of being cited by AI?
Paste any content or enter a URL. The ARIA Signal Framework scores it across 7 proprietary signals and returns a single AI Citability Probability™ — the likelihood that a large language model cites or surfaces your content when answering real user queries.
Retrieval Trigger Density— citation hooks and citable positions
Structural Extractability— clean chunk extraction by LLMs
Authority Signal Velocity— trust marker density per content unit
Conversational Intent Match— alignment with real AI query patterns
Entity Disambiguation Index— precision for LLM attribution
Evidence Specificity Ratio— specific data vs generic assertions
Freshness & Temporal Signals— recency markers and current data
TOOL 02 · ARIA CITATION TRACKER™
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Is your URL actually being cited by AI engines right now?
Enter any URL. The ARIA Citation Tracker fires proprietary query fingerprints at live AI engines — Claude, Perplexity, ChatGPT, Gemini — and measures your real citation velocity: the rate at which AI models surface your URL when answering real user questions.
Real API calls— not estimated, not simulated
Up to 50 query fingerprints— varied intent and phrasing
4 AI engines simultaneously— Claude, Perplexity, ChatGPT, Gemini
Citation velocity by engine— % rate per engine, not aggregate
Competitor benchmarking— run same test on any competing URL
Before / after tracking— prove ROI of content improvements
ARIA-powered query generation— proprietary question taxonomy
THE METHODOLOGY BEHIND BOTH TOOLS
The ARIA Signal Framework™
Both tools are powered by the same proprietary methodology developed by StrategyPeeps through 18+ months of consulting work measuring AI content visibility across industries.
Probability output, not a raw score
Results are expressed as an AI Citability Probability™ — a 0–100% likelihood score, not just a number. Benchmarked against our index of 2,400+ scored pages to produce a percentile rank alongside the probability.
Deterministic — same content, same result
Temperature-0 scoring with a fixed analytical framework. The same content always returns the same probability score regardless of who runs it, when, or from where. No AI hallucination drift.
Built from consulting delivery, not theory
The 7 signals and their weightings were derived from analysis of what actually predicts LLM citation across our client engagements — not published research alone. Signal weights are StrategyPeeps proprietary IP.
⬡ Signal weights, sub-criteria, and composite formula are StrategyPeeps proprietary IP — not published.
ARIA SIGNAL 01
Retrieval Trigger Density
Concentration of trigger phrases, citable facts, and quotable positions that LLMs actively hook onto when forming citations.
ARIA SIGNAL 02
Structural Extractability
Degree to which content is organised into cleanly extractable chunks — hierarchy, scannable sections, self-contained paragraphs.
ARIA SIGNAL 03
Authority Signal Velocity
Rate of trust markers per content unit — credentials, regulatory mentions, institutional affiliations, verifiable claims.
ARIA SIGNAL 04
Conversational Intent Match
Alignment between content and the natural-language query patterns users actually type into AI assistants.
ARIA SIGNAL 05
Entity Disambiguation Index
Precision of named entity usage — full names, defined terms, specific products that enable LLMs to correctly attribute content.
ARIA SIGNAL 06
Evidence Specificity Ratio
Proportion of specific, verifiable data points versus generic assertions — numbers, named examples, measurable outcomes.
ARIA SIGNAL 07
Freshness & Temporal Signals
Presence of recency markers — publication dates, current statistics, time-bounded claims that signal to LLMs the content is current.
WHY ARIA IS DIFFERENT
Built for AI search, not just Google.
Standard SEO tools measure ranking signals. ARIA measures citation probability — a fundamentally different question with a fundamentally different methodology.
Probability, not presence
Most tools check whether an element exists on a page. ARIA measures the probability that element influences an LLM to cite your content — a predictive output, not a checklist.
7 signals, not 6
ARIA adds Freshness & Temporal Signals as a standalone signal — a critical factor in LLM citation behaviour that most frameworks merge with content quality or ignore entirely.
Benchmarked percentile rank
A raw score of 72 means nothing without context. ARIA benchmarks every score against 2,400+ pages to give you a percentile rank — so you know if 72 is above or below average for your content type.
Deterministic, not approximate
Temperature-0 scoring with a fixed analytical framework means the same content always returns the same score. No variance between reviewers, locations, or run times.
Paired with live testing
The Citability Scorer predicts probability. The Citation Tracker confirms actual real-world citation rates. No other tool gives you both the predictive model and the empirical test.
Consulting-derived, not theoretical
Signal weights and sub-criteria were developed from real client engagements measuring AI visibility — not from published research alone. The methodology reflects what actually works in practice.
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 — and deliver it as an actionable engagement, not just a number.
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 ARIA analysis on your most important pages
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Industry-calibrated scoring — benchmarked against your sector, not a generic dataset
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Brand-specific query fingerprints — 50 queries tuned to your actual audience and buying intent
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Citation Tracker run — real citation velocity across all 4 AI engines for your top URLs
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Competitor citation benchmark — up to 3 competitor URLs run against the same fingerprint set
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Prioritised fix list — every recommendation ranked by citability impact, not effort
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PDF deliverable — board-ready ARIA Signal Report delivered within 5 business days
NOT IN THE FREE TOOL
Industry calibration — your sector benchmarks, not generic 2,400-page average
Brand-tuned query fingerprints — not generic AI queries
Human analysis layer — StrategyPeeps practitioner review on top of ARIA output
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 as you implement fixes
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Before / after Citation Tracking — prove ROI of every content change with real velocity data
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Competitor velocity monitoring — up to 3 competitor URLs tracked monthly so you know when they improve
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Fresh query fingerprints monthly — updated as your content, products, and audience evolve
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Monthly ARIA Index trend report — citability trajectory, signal-by-signal progress, and next-month priorities
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StrategyPeeps implementation access — direct Slack/email access to ask questions as you make changes
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New pages scored on request — any new content added during the retainer gets scored before publishing
WHY RETAINER BEATS ONE-OFF
AI citation patterns shift — monthly tracking catches changes before they hurt you
Competitors optimise too — you need to know when they pull ahead
Implementation takes time — ongoing support ensures changes actually get made
Ready for industry-calibrated ARIA implementation?
The free tools show the gap. ARIA Signal Audit and Implementation close it — with industry-specific calibration, brand-tuned query fingerprints, and StrategyPeeps delivering the work. Book a call to discuss scope and fit.
Book a Free 30-Minute Call →No commitment · No sales pitch · Free consultation