Is the simulated position accurate?

The simulation is an estimated position based on the same signals AI search engines use. It is not a guarantee, but provides a realistic picture of relative strengths and weaknesses compared to competitors.

Which AI search engines does the tool simulate?

The tool simulates the ranking logic of Google AI Overview, Perplexity and ChatGPT — the three most important AI search engines for organic visibility.

What are entity triples?

Entity triples are subject-predicate-object relationships (e.g. "NordicPulse → delivers → SEO tools") that AI models use to understand connections in the knowledge graph.

What does topic dilution risk mean?

Topic dilution occurs when a website covers too many different topics in the same section, which weakens topical authority. The tool flags this as a risk factor for AI ranking.

Does it cost anything to try?

The tool costs 25 credits per simulation. You can start free with the Scout plan which includes 50 AI credits per month.

AI & Searchgrowth

AI Ranking Simulator

What it does

Visualizes ranking signals like entity relevance, topical authority, E-E-A-T, content quality, freshness and citability — and shows where you land against competitors in AI search.

You have no idea why AI search engines pick your competitor over you

Google AI Overview, Perplexity and ChatGPT use completely different ranking signals than traditional SEO. Backlinks and keyword density are no longer enough — AI models evaluate entity recognition, topical authority, E-E-A-T and citability. Without insight into these signals you are flying blind.

AI search engines use different ranking factors than Google Search — you are optimizing for the wrong signals
No overview of which entities and relationships AI models associate with your brand
Topical authority and topic dilution are invisible without specialized analysis
Impossible to know if your content is citable enough to be referenced in AI answers

Simulate the AI ranking and see exactly which signals decide

AI Ranking Simulator runs your content through the same signal analysis AI search engines use. You get a visual breakdown of all ranking factors, comparison with competitors, entity triples connecting you to the query, and concrete recommendations to climb.

6 ranking signals analyzed and visualized: entity relevance, topical authority, E-E-A-T, content quality, freshness and citability
Simulated position 1-10 against real competitors with strengths and weaknesses
Entity triples showing which knowledge graph relationships the AI finds between you and the query
Topic dilution risk and concrete recommendations to improve each signal

Features

Animated signal visualization: see all 6 ranking signals as animated bar charts with weighting and score — understand exactly what pulls down and up
Entity triple graph: interactive SVG graph showing entity relationships the AI model finds between your website and the query — connected to Entity Mapper
Competitor overview: ranked list of 5 competitors with score, strengths and weaknesses for each signal
Topic dilution risk: automatic flagging of whether your website covers too many different topics — connected to Site X-Ray
Actionable recommendations: 5 concrete actions to improve AI ranking, sorted by impact

How it works

Enter the URL of your website and the query you want to rank for — the tool analyzes both and identifies relevant entities
The AI model simulates the ranking decision and calculates scores for all 6 signals: entity relevance, topical authority, E-E-A-T, content quality, freshness and citability
Results are displayed as animated visualizations with signal breakdown, competitor comparison, entity triples and recommendations you can act on immediately

Use cases

SEO agencies that want to show clients exactly why they are not ranking in AI search and what needs to be done — visual report that sells follow-up work
In-house marketing teams that want to understand the gap between traditional SEO and AI visibility and prioritize correctly
AEO specialists who need signal data to build entity strategies and improve citability in AI answers

Why use AI Ranking Simulator?

AI search engines have changed the rules of SEO. Google AI Overview, Perplexity and ChatGPT choose the content they cite based on entirely different signals than traditional search results. Entity recognition, topical authority and E-E-A-T have become decisive — but they are invisible without the right tool.

AI Ranking Simulator gives you the insight you need to understand why your competitor ranks above you in AI answers, and exactly what you can do to reclaim the position. The animated visualizations make complex ranking signals understandable for the whole team — and the competitor comparison gives you the ammunition to convince leadership.

The tool is built to connect with Entity Mapper (entity triples) and Site X-Ray (topic dilution), giving you a holistic understanding of your AI visibility. Use it as a starting point for a complete AEO strategy, or to identify quick wins that deliver immediate impact.

FAQ

Is the simulated position accurate?: The simulation is an estimated position based on the same signals AI search engines use. It is not a guarantee, but provides a realistic picture of relative strengths and weaknesses compared to competitors.
Which AI search engines does the tool simulate?: The tool simulates the ranking logic of Google AI Overview, Perplexity and ChatGPT — the three most important AI search engines for organic visibility.
What are entity triples?: Entity triples are subject-predicate-object relationships (e.g. "NordicPulse → delivers → SEO tools") that AI models use to understand connections in the knowledge graph.
What does topic dilution risk mean?: Topic dilution occurs when a website covers too many different topics in the same section, which weakens topical authority. The tool flags this as a risk factor for AI ranking.
Does it cost anything to try?: The tool costs 25 credits per simulation. You can start free with the Scout plan which includes 50 AI credits per month.

Try AI Ranking Simulator free