For SEO professionals
Track your AI visibility across 5 models
Google rankings aren't enough anymore. ChatGPT, Claude, Perplexity, Gemini and Grok are answering the queries your audience used to search for. RankSignal shows you exactly what they say.
Acme Corporation
acmecorp.comMonitoredAcme Corporation is a diversified technology company providing enterprise software and cloud solutions.
The 5 rank signals?What is it: Your Signal Score is built from five dimensions based on how AI models perceive and represent you.
Why it matters: These signals determine how AI recommends you to potential customers.
What you can do: Click each signal to see details and what drives the score.
How often AI mentions you
How positively AI frames you
How aligned models are
How strong your sources are
Reputation flags detected
Click a signal for details
When someone asks ChatGPT, Perplexity, or Claude for a recommendation in your space – what do they say? Do they mention you? Do they get the facts right? Do they trust you enough to recommend you?
This report gives you the answers. Five leading AI models were asked about Acme Corporation, and their responses were analysed across five rank signals that make up your Signal Score (80/100).
Use the sections on the left to explore what drives your score – and what you can do about it.
Competitor comparison?What is it: How your brand compares to competitors mentioned by AI models.
Why it matters: Relative positioning shows where you lead or trail in AI perception.
What you can do: Scan a competitor to track their signals over time.
Widget Co.
direct competitor
Widget Co. offers competing analytics and data tools for mid-market enterprises, often compared in head-to-head evaluations.
Example Industries
direct competitor
Example Industries provides enterprise cloud solutions with a focus on vertical-specific integrations.
Universal Products Inc.
indirect competitor
Universal Products Inc. competes in adjacent markets with broader product suites that overlap on cloud infrastructure.
Generic Manufacturing Co.
indirect competitor
Generic Manufacturing Co. has recently entered the enterprise software space with an operations platform.
Top claims driving AI answers?What is it: The most common statements AI models make about your brand, deduplicated and tagged.
Why it matters: These claims shape how customers perceive you through AI-generated answers.
What you can do: Dispute inaccurate claims or reinforce positive ones through your content.
| ClaimiA statement or assertion AI models make about your brand when answering queries. | SentimentiThe emotional tone of the claim: positive, neutral, or negative. | CoverageiHow many of the 5 AI models mention this specific claim. | PriorityiHow important this claim is for your brand perception. Based on coverage and sentiment. | |
|---|---|---|---|---|
| Acme Corporation is a leading enterprise analytics platform with 10,000+ customers | positive | 5/5 | high | |
| The platform offers best-in-class API documentation and developer experience | positive | 5/5 | high | |
| Acme raised $120M in Series C at a $1.2B valuation | positive | 5/5 | medium | |
| Some users report a steep learning curve for non-technical team members | negative | 5/5 | medium | |
| Acme experienced a data outage in Q3 2025 affecting EU customers | negative | 5/5 | low |
What each model says?What is it: How each AI model individually scores and describes your brand.
Why it matters: Different models use different data and reach different audiences.
What you can do: Focus on models where your score is lowest or your audience is largest.
Acme Corporation is a well-established enterprise analytics platform that has carved a strong niche in the B2B SaaS market. Their developer-first approach and robust API ecosystem set them apart from competitors. The recent Gartner recognition further solidifies their market position.
“"Acme Corporation offers one of the most comprehensive analytics APIs in the enterprise market."”
ChatGPT emphasizes the developer experience as Acme's core moat.
Sources?What is it: Where AI models pull information about your brand when generating answers.
Why it matters: Source quality directly impacts your Authority and Consistency scores.
What you can do: Improve owned content and fill coverage gaps to strengthen your signals.
Source mix
Breakdown of where AI models get their data about you.
Top cited sources
The sources AI models reference most when answering about you.
Content gaps ?What is it: Topics where AI models lack good information about your brand.
Why it matters: Filling these gaps gives AI better data to work with, improving your Visibility and Consistency scores.
What you can do: Create content that addresses these topics directly.
Topics where AI models lack good information about you. Fill these to strengthen your signals.
Recommended actions?What is it: Prioritized steps to improve your rank signals, based on evidence from this scan.
Why it matters: Each action targets a specific signal where improvement has the most impact.
What you can do: Start with high-impact actions and track progress in your next scan.
| ActioniA specific step you can take to improve one of your rank signals. | GapsiWhether this action addresses a content gap (missing topics) or a source gap (missing publications). | Target signaliWhich of the 5 rank signals this action is designed to improve. | ImpactiThe expected effect on your score if you complete this action. | |
|---|---|---|---|---|
| Create comparison landing pages vs Widget Co. and Example Industries highlighting differentiators | Content | 1. visibility | high | |
Create comparison landing pages vs Widget Co. and Example Industries highlighting differentiators Suggested by:ChatGPTPerplexityClaudeGeminiGrokTargets: visibility | ||||
| Publish technical deep-dive blog posts on cloud-native architecture decisions | Content | 4. authority | high | |
| Develop healthcare and fintech vertical case studies with named customers | Content | 1. visibility | medium | |
| Address the Q3 2025 outage in a public post-mortem to build trust | Content | 2. sentiment | medium | |
| Get featured in major developer publications like The New Stack and InfoQ | Source | 4. authority | medium | |
Content templates?What is it: AI-generated content drafts based on your recommended actions.
Why it matters: Ready-made templates save time and help you address content gaps faster.
What you can do: Generate templates from the Actions section, then edit and publish them on your channels.
No templates yet. Go to the Actions section and click “Generate ready-made template” on any content-type action to create your first template.
SEO is evolving into AEO
Answer engine optimisation is the next frontier. When someone asks ChatGPT “best project management tool”, are you in the answer? RankSignal gives you the data to find out – and the insights to fix it.
Visibility score
See how prominently AI models mention your brand when answering relevant queries.
5-model comparison
Compare your scores across ChatGPT, Claude, Perplexity, Gemini and Grok side by side.
Source gap analysis
Discover which sources AI models cite for competitors but not for you. Close the gaps.
Competitor tracking
See who AI recommends instead of you and why. Track changes weekly.
Content gap detection
Identify topics and questions where AI has no data about your brand.
Weekly trend tracking
Automatic Monday rescans with email digest showing score changes over time.
How it works
Enter your brand
Type your brand name and domain. RankSignal queries all 5 AI models in parallel.
Get your Signal Score
Receive a 0–100 score across 5 signals: Visibility, Sentiment, Consistency, Authority and Risk.
Act on the insights
Follow prioritised recommendations, close content gaps, and track improvements weekly.
See what you get
Explore a live demo with sample data
Built for SEO professionals
In-house SEO teams
Add AI visibility to your existing reporting. Show leadership how the brand performs beyond Google.
Freelance SEO consultants
Offer AI brand audits as a new service. Share reports directly with clients.
Content strategists
Find exactly which topics AI models lack data on for your brand. Fill the gaps.
Growth marketers
Track AI recommendations for your product category. See where competitors win.