How it works

One URL. Sixty-three signals.
About thirty seconds.

The Authority Engine runs three independent data pipelines in parallel, scores each signal against the Periodic Table of Digital Authority, and returns a single composite AUTHORITY44™ reading from 0 to 100. Here is what runs when you enter a domain — and what each piece of the engine is doing.

I. The pipeline

What runs when
you enter a domain.

Three data pipelines fire in parallel the moment a URL is submitted. Independent SEO data audits the technical foundation. Multiple AI systems check recognition and citation presence. Entity resolution confirms whether the brand is identifiable as a real, trustworthy entity. The engine reads all 63 signals against the framework and returns the composite reading.

i.

You enter a domain.

No login, no signup, no payment required. The Authority Engine accepts any public URL and begins the pipeline immediately.

Behind the scenes, the engine resolves the domain, validates it is reachable, detects the market (country, vertical, business type), and queues the three data pipelines.

Inputs One URL
Duration < 1 second
ii.

Three pipelines run in parallel.

Independent search intelligence: multi-region search infrastructure audits technical health, keyword visibility, backlink quality, content depth, and competitor positioning.

AI citation scan: ChatGPT, Gemini, Perplexity, AI Mode, and Google AI Overviews are queried for brand presence, citation frequency, share of voice, and competitor mentions.

Entity and trust verification: multi-source entity and knowledge-layer analysis confirms whether the brand resolves as a real, named entity with consistent identity signals across the structures AI systems use to verify trust.

Layers Cross-source verification
Duration ~ 25 seconds
iii.

The Authority Engine scores every signal.

All 63 signals from the Periodic Table of Digital Authority are evaluated against the live data. The 44 primary authority signals score positively. The 7 architecture sub-signals gate the scoring. The 12 risk and violation modifiers apply through the inverse penalty model.

The result feeds the four Smart Cards — Search Intelligence, Brand Intelligence, AI Readiness, and AI Risk & Exposure — which combine into the single composite AUTHORITY44™ reading.

Signals scored 63 of 63
Methodology Version-controlled
iv.

Your reading arrives.

A composite AUTHORITY44™ reading from 0 to 100. A six-dimension radar across Brand Authority, Entity Authority, Technical Trust, Content Authority, AI Readiness, and AI Visibility. The four Smart Cards with their constituent signals. The Authority Ladder position (W · D · E · S · M). A priority action plan ordered by impact.

Snapshot, Full Fix Pack, and Pro tiers unlock the detailed signal breakdown, implementation roadmap, and ongoing rescoring.

Outputs Score + radar + cards + ladder
Delivered In-browser + email
II. The data layers

What the engine reads.

AUTHORITY44™ reads from independent multi-layer infrastructure rather than crawling sites itself. Each layer contributes evidence to specific Smart Cards. The engine never relies on a single source for any signal — cross-source verification is structural.

Independent search intelligence infrastructure
Technical SEO health, ranking keyword coverage, backlink quality, referring domain authority, and competitor benchmarking. Multi-region coverage with AU, US, and global cascade for accurate market scoring.
FeedsSearch Intelligence
ChatGPT + Gemini + Perplexity
Direct queries to each generative AI surface for brand recognition, citation frequency, share-of-voice within category, and competitor mention rate. The engine sees what AI sees.
FeedsAI Readiness
AI Mode + AI Overviews
Coverage of Google’s AI Mode (default surface as of May 2026) and AI Overviews. Five AI surfaces tracked in total — the broadest coverage in the category, with new surfaces added as they reach general availability.
FeedsAI Readiness
Entity verification and knowledge-layer analysis
Multi-source entity resolution. Does the brand resolve as a named, verified entity? Are the identity signals consistent across the structures AI systems use to confirm trust? Foundational layer for whether AI engines will recommend the brand at all.
FeedsBrand Intelligence
Location authority verification systems (paid tiers)
Local citation and trust-signal infrastructure. Identity consistency across directories, claim status of verified business presences, review platform diversity, duplicate-listing detection. Tier-gated — enriches Snapshot, Fix Pack, and Pro readings without inflating Free scan costs.
FeedsBrand Intelligence + AI Risk
Crawl-state and AI accessibility analysis
Independent evidence layer. Is the site visible to the indices AI systems train against? Are LLM crawlers blocked or allowed? Is governance signalling present? Architecture signals AI systems weight heavily, captured outside the site itself.
FeedsAI Readiness + AI Risk
III. The scoring architecture

From 63 signals
to one number.

The Periodic Table of Digital Authority defines 63 signals across three architectural layers. The Smart Card Engine organises them into four commercially-oriented dimensions. The AUTHORITY44™ composite scoring formula combines the four cards into a single 0–100 composite.

Step i
63
Signals
Across three architectural layers — 44 primary authority signals, 7 architecture sub-signals, 12 risk and violation modifiers. Each carries a symbol code, weight, and operational description held under formal IP governance.
Step ii
6
Functional groups
The 44 primary signals organise into six functional groups: AI Authority (10), Entity & Brand (6), Trust & E-E-A-T (8), Content (8), Schema & Structure (7), Links & Citations (5).
Step iii
4
Smart Cards
Search Intelligence, Brand Intelligence, AI Readiness, and AI Risk & Exposure. Each card aggregates the relevant signals into a 0–100 dimension reading.
Step iv
1
AUTHORITY44™
The composite. AUTHORITY44™ composite scoring formula combines the four Smart Cards using version-controlled weights. The reading is interpreted through the Authority Ladder.
The inverse penalty model
Trust failures cannot be compensated by positive signals.
Three of the four Smart Cards score positively. The fourth — AI Risk & Exposure — uses an inverse penalty model. As violations accumulate, the card’s contribution to the composite collapses toward zero. Zero violations yields the full contribution; severe violations yield zero. This is an original scoring design invention. It ensures high positive signals cannot mask fundamental trust failures — the way AI recommendation systems actually treat them.
IV. The Authority Ladder

Five bands. One position.

The composite AUTHORITY44™ reading lands the brand in one of five bands on the Authority Ladder. The band, not just the number, is how the reading translates into commercial action.

W
0 – 39
Weak Authority
Largely invisible to AI recommendation. Foundational signals missing or compromised. Remediation is the first commercial priority.
D
40 – 59
Developing Presence
Visible to some AI systems but inconsistent. Specific gaps in entity, schema, or risk layers suppressing the score. High-impact fixes available.
E
60 – 75
Emerging Authority
AI systems recognise the brand. Citation begins to compound. Methodical improvement converts presence into recommendation.
S
76 – 89
Strong Authority
Reliably cited across multiple AI surfaces. Competitive advantage in category. Focus shifts from remediation to defensibility.
M
90 – 100
Market Authority
Category-defining presence. AI systems treat the brand as the canonical reference. The competitive position becomes the moat itself.
V. What is different

A methodology, not a tool.

AI visibility tools measure presence. AUTHORITY44™ measures authority — against an IP-protected framework that exists independently of any software platform. The distinction matters for what is being purchased and what is being licensed.

What other tools do
Measure presence in AI answers.
Track whether a brand appears in AI-generated answers.
Surface citation frequency, position, and sentiment.
Recommend prompts to publish or topics to write about.
Update their data weekly or monthly as the index refreshes.
Sold as SaaS subscription — access to the software.
What AUTHORITY44™ does
Score authority across the full signal stack.
Scores the 63 signals AI systems use to decide whether to recommend.
Diagnoses entity resolution, trust, schema, content, and risk layers.
Returns a single composite AUTHORITY44™ reading with a defensible methodology trail.
Updates the methodology, not just the data — version-controlled framework releases.
Licensed as methodology — the Periodic Table of Digital Authority is the IP asset.
Free · no login · about thirty seconds

See your score against the full signal stack.

The Authority Engine reads all 63 signals against the Periodic Table of Digital Authority and returns your composite AUTHORITY44™ reading, six-dimension radar, four Smart Cards, and Authority Ladder position.

Explore the framework →