ARIA SIGNAL SUITE™ · BY STRATEGYPEEPS
Find out if AI will cite your content. Then fix it.
Three tools powered by the StrategyPeeps ARIA Signal Framework™. Score content before you publish. Measure real citation rates. Track what competitors can’t see. One free run each.
7ARIA signals
4AI engines tested
4Metrics per query
FreeOne run per tool
THE ARIA SIGNAL SUITE
Three tools. Complete AI visibility.
Will AI cite your content? Is it being cited right now? What do real readers feel? The Suite answers all three — including capabilities no other tool offers.
AI CITABILITY SCORER™ — LIVE DEMO
0%
CITABLE
Retrieval Triggers–
Structural Extract.–
Authority Velocity–
Intent Match–
TOOL 01 · FREE RUN
Try One Free Run →
What’s your page’s probability of being cited by AI?
Paste any content — including unpublished drafts — and get your AI Citability Probability™. The only tool that scores content before you publish.
Works on drafts — score before you publish
7-signal breakdown with specific findings
Prioritised Improvement Roadmap included
No other tool does this for unpublished content
ARIA CITATION TRACKER™ — LIVE RUN
Claude—
Perplexity—
ChatGPT—
Gemini—
TOOL 02 · FREE RUN
Try One Free Run →
Is your URL actually being cited right now?
Fire real API queries at Claude, Perplexity, ChatGPT and Gemini. Measure citation rate, brand mentions, position, and sentiment — plus competitor Share of Voice.
4 metrics: citation · mention · position · sentiment
Real API calls — never simulated or estimated
Competitor Share of Voice included
Citation context snippet (exact sentence)
ARIA SENTINEL™ — AUDIENCE SENTIMENT
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TRUST INDEX
TOOL 03 · FREE TRIAL
Try Free Scan →
What do your real readers actually feel?
Paste comments, reviews, or feedback. ARIA Sentinel returns a 4-dimension emotion report on your first free scan. Full 12-dimension dashboard is subscription-only.
Free: 4-dimension teaser report per email
Plutchik 8-emotion wheel (paid)
Intent: praise · complaint · question · suggestion
13-week sentiment velocity trends (paid)
THE METHODOLOGY BEHIND THE TOOLS
The ARIA Signal Framework™
Both scoring and tracking tools are powered by the same proprietary methodology developed by StrategyPeeps through consulting work measuring AI content visibility.
Probability output, not a raw score
Results are expressed as an AI Citability Probability™ — a 0–100% likelihood score with a grade band. Not just a number on a chart.
Consistent output — same framework every run
The ARIA framework applies a fixed analytical structure to each input, producing consistent results across runs on the same content.
Built from consulting delivery
The 7 signals were derived from analysis of what actually predicts LLM citation across StrategyPeeps client engagements — not theory alone.
⬡ Signal weights and sub-criteria are StrategyPeeps proprietary IP — not published.
SIGNAL 01
Retrieval Trigger Density
Concentration of trigger phrases, citable facts, and quotable positions that LLMs hook onto when forming answers.
SIGNAL 02
Structural Extractability
How cleanly an LLM can lift your content — hierarchy, chunking, self-contained paragraphs.
SIGNAL 03
Authority Signal Velocity
Rate of trust markers per content unit — credentials, regulatory mentions, verifiable claims.
SIGNAL 04
Conversational Intent Match
Alignment between content and the natural-language query patterns users actually type into AI assistants.
SIGNAL 05
Entity Disambiguation Index
Precision of named entities — full names, defined terms that enable LLMs to correctly attribute content.
SIGNAL 06
Evidence Specificity Ratio
Proportion of specific, verifiable data points versus generic assertions.
SIGNAL 07
Freshness & Temporal Signals
Recency markers — dates, current statistics, time-bounded claims that signal to LLMs the content is current.
WHY ARIA IS DIFFERENT
Built for AI search. Not retrofitted from SEO.
Standard SEO tools measure ranking signals. ARIA measures citation probability — a completely different question requiring a completely different methodology.
Score drafts before publishing
No other tool lets you score unpublished content. Peec AI, Profound, and Semrush AI only track live URLs. ARIA scores any text — paste a draft and fix it before you go live.
Probability, not presence
Most tools check whether an element exists. ARIA measures the probability that element influences an LLM to cite your content — a predictive output, not a checklist.
Four citation metrics in one run
URL citation, brand mention, average position, and sentiment — all per query, per engine, per competitor. Most tools measure one or two of these.
Paired scoring + tracking
The Citability Scorer predicts probability. The Citation Tracker confirms actual real-world results. No other tool gives you both the predictive model and the empirical test.
Improvement Roadmap included
Knowing your score isn’t enough. ARIA tells you exactly which signals are weak and what to change — with recommendations ranked HIGH / MED / LOW by citability impact.
Enterprise consulting wrapper
The tools are the beginning. StrategyPeeps delivers ARIA Signal Audits and Implementation retainers with industry calibration, practitioner review, and monthly tracking — no other tool offers this.
BEYOND THE FREE TOOLS
Built for your brand. Calibrated to your industry.
The free tools give you a generic ARIA run. Our paid implementations calibrate everything to your specific industry, audience, and competitive set.
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
✓
Industry-calibrated scoring — calibrated to your sector, not a generic baseline
✓
Brand-specific query fingerprints — 50 queries tuned to your actual audience
✓
Citation Tracker run — all 4 metrics across all engines for your top URLs
✓
Competitor citation benchmark — 3 competitor URLs on the same query set
✓
PDF deliverable — board-ready ARIA Signal Report in 5 business days
NOT IN THE FREE TOOLS
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 trend report — trajectory and next-month priorities
✓
New pages scored on request — score any draft before publishing
WHY RETAINER BEATS ONE-OFF
AI citation patterns shift — monthly tracking catches changes early
Competitors optimise too — 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 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 Free 30-Minute Call →No commitment · No sales pitch · Free consultation