AI Authority Diagnostics

Know exactly what
AI says about
your brand

AuthorityStack scores your brand across five authority layers every month – querying ChatGPT, Claude, Gemini, Perplexity, and Google AI Mode simultaneously – then writes and publishes the content that closes what's missing, automatically.

All major AI platforms queriedLayer-by-layer scoringCompetitor share of voice
Providers citing you first
3 of 5
↑ +1 vs last scan
AI Authority ScoreLive
74
/ 100 · weighted composite
L1Entity Clarity
85
L2Structured Data
62
L3AI Platform Visibility
71
L4Content Interpretation
68
L5Competitive Authority
44
ChatGPT
Claude
Gemini
Perplexity
Google AI Mode
In numbers
5AI providers queried per scan
5authority layers scored
100+signals evaluated
∆scan-to-scan delta tracking
The blind spot

AI is recommending someone in your category. Is it you?

Every day, thousands of buyers ask AI systems which tool, agency, or service to use in your space. Most brands have no idea how AI responds – or whether their name appears at all.

Without a systematic audit, you can't know if you're being cited, ignored, or actively displaced by a competitor. You're investing in content, SEO, and PR without knowing whether any of it moves the AI recommendation needle.

01
You're invisible on the prompts that matter most
Commercial-intent queries like 'best tool for X' are where buyers make decisions. If AI skips you on those, no amount of blog traffic compensates.
02
Your structured data speaks a language AI ignores
Traditional SEO schema and standard metadata were built for search engines, not generative AI. The signals that matter to LLMs are different, and mostly unmeasured.
03
A competitor is getting cited where you should be
Share of voice in AI isn't passive. It's actively distributed between the brands that are citable and the ones that aren't. Silence is conceding ground.
The 5-layer audit

Every dimension of AI authority, scored

Weaknesses in lower layers cascade upward. Entity clarity issues suppress visibility scores. Content interpretation gaps reduce competitive authority. The radar shows the full picture.

L1
Entity Clarity
Can AI systems unambiguously identify your brand as a unique entity? This layer ensures you're recognized – not confused with competitors or generic terms.
Brand name consistencyCanonical domain signalsKnowledge graph presenceBrand identifier markup
85
avg score
L2
Structured Data
Schema markup and JSON-LD feed AI knowledge graphs directly. Organization, FAQPage, Product, and HowTo schemas tell AI systems exactly what you do and who you are.
Organization schemaFAQPage markupProduct / Service schemaHowTo & Article schema
62
avg score
L3
AI Platform Visibility
Are you present in the datasets and indexes AI systems query? This measures provider coverage, mention rate across ChatGPT, Claude, Gemini, and Perplexity, and knowledge graph indexing.
Provider coverage (5 platforms)Mention rate per queryFeatured snippet presenceGoogle AI Mode citations
71
avg score
L4
Content Interpretation
AI systems extract facts from content. This layer checks whether your content is structured in ways that allow AI to pull direct answers, definitions, comparisons, and brand recommendations.
Definition-first openingsSelf-contained FAQ answersComparison table densityNamed framework presence
68
avg score
L5
Competitive Authority
Relative to your competitors, when does AI recommend you first? This layer measures share of voice, media mentions, and review platform presence – with signals weighted by vertical. Local businesses score Yelp, Angi, TripAdvisor, and HomeAdvisor; ecommerce scores marketplace and review aggregator presence; agency/SaaS scores G2, Capterra, and competitor share of voice.
AI share of voice vs competitorsLocal: Yelp · Angi · TripAdvisor · HomeAdvisorEcommerce: marketplaces + review aggregatorsSaaS/Agency: G2 · Capterra · competitive citations
44
avg score
Vertical-adaptive scoring

L2 + L5 adapt to your business type

A local clinic and a B2B SaaS platform need completely different signals to become AI-cited. Two layers – Structured Data (L2) and Competitive Authority (L5) – apply vertical-specific weights so your score reflects what actually matters for your category.

📍
Local Businesses
Contractors · Clinics · Restaurants · Law Firms
L2 – Schema signals weighted
✓LocalBusiness schema with opening hours + service area
✓PostalAddress + telephone completeness
✓GeoCoordinates and hasMap links
✓areaServed + serviceType markup

L5 – Review platforms scored
✓Yelp, Angi, TripAdvisor – near-me query bonus applied
✓Healthgrades, Zocdoc, Avvo for professional verticals
✓Houzz, HomeAdvisor, Thumbtack for trade services
✓NAP consistency across all directory listings
🛍
Ecommerce Brands
DTC · Retail · Marketplaces
L2 – Schema signals weighted
✓Product schema with Offer + price markup
✓AggregateRating and Review schema
✓BreadcrumbList for category hierarchy
✓ItemList for product collection pages

L5 – Marketplace signals scored
✓Amazon + Google Shopping presence and listing quality
✓Trustpilot, Shopper Approved, Reviews.io authority
✓Category share of voice in AI product recommendations
✓Product comparison content citation rate
📊
Agency & SaaS
B2B SaaS · Agencies · Platforms
L2 – Schema signals weighted
✓Organization schema with sameAs identity links
✓Service + ServiceCatalog markup
✓FAQPage schema for feature and use-case pages
✓HowTo schema for process-driven content

L5 – Competitive weight focused
✓G2, Capterra, Software Advice presence and rating depth
✓Competitor share of voice – who AI recommends vs you
✓Integration and comparison page citation depth
✓Thought leadership and case study mention rate
What's inside every scan

The full picture, not just a score

Six diagnostic modules that go from raw AI responses to a prioritized action plan with zero guesswork.

chatgpt
cited
claude
cited
gemini
not cited
perplexity
cited

Multi-provider querying

Every scan queries ChatGPT, Claude, Gemini, and Perplexity with the same prompts. See citation rates by provider and spot where you're invisible to specific AI systems.

your brand
62%
competitor a
78%
competitor b
41%
competitor c
29%

Competitor share of voice

Tell us who your competitors are and see who AI recommends most. Share of voice broken down by provider, query cluster, and commercial vs informational intent.

best [category] for agenciesgap
how to improve [outcome]low
what is [brand name]cited

Weak query finder

Surfaces the specific high-impact prompts where AI isn't citing you. Each weak query comes with a ranked recommendation for why – and what to fix first.

scan 1scan 4+22 pts

Scan delta tracking

AuthorityStack re-scores your brand on an ongoing basis and shows exactly which layers improved and by how much – so you can see the impact of every article we publish.

commercial intent38%
problem / solution27%
competitive21%
thought leadership14%

Intent classification

Queries are automatically grouped into commercial intent, problem/solution, competitive, and thought leadership clusters so you can optimize for the queries that drive pipeline.

✓Canonical domain
✓Knowledge graph entry
✕Organization schema
✕Wikipedia presence

Entity signal detection

Checks canonical domain recognition, knowledge graph indexing, Organization schema completeness, and external authority signals that determine how AI identifies and trusts your brand.

From setup to your full radar report in minutes

01

Add your brand

Tell us your domain, brand name, and competitors. Two minutes of setup powers every scan and article from that point forward.

02

We query all 5 providers

Every relevant prompt is sent to ChatGPT, Claude, Gemini, Perplexity, and sampled in Google AI Mode simultaneously, automatically, every month.

03

Five layers are scored

Entity clarity, structured data, AI visibility, content interpretation, and competitive authority – each evaluated independently and as a composite.

04

We close the gaps for you

AuthorityStack writes and publishes the articles and schema that close the highest-impact gaps first, then re-scores your brand automatically to track the delta.

Common questions

What is AI Authority Radar?+
Which AI systems does it query?+
What does the score mean?+
How is this different from traditional SEO tools?+
What happens after AuthorityStack scores my brand?+
Does it track my competitors too?+

Stop guessing what
AI says about you.
We'll close the gap.

Every month, AuthorityStack scores your brand across all five authority layers, shows who's outranking you in AI responses, and writes and publishes the content that closes the distance.