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Reverse-engineer AI citations

Identify the specific domains feeding data to Large Language Models. See exactly which sources drive visibility for your competitors and optimize your digital footprint.
Analyze sources

Source network analysis

We track all the sources behind your mentions and your competitors, mapping the full citation network to quantify domain influence and identify high-value gaps in your coverage.

Metric 02.1

Your sources

The specific subset of domains that are successfully driving citations for your brand.
Metric 02.2

Total sources

The total count of unique domains cited by LLMs across all tracked prompts for your industry.
Metric 02.3

Domain share

The percentage of total citations controlled by a specific domain (e.g., Wikipedia, TechRadar).
Feature 02.1

Citation flow mapping

Visualize the connection between brands and domains. Our Sankey diagram reveals the complex network of sources, showing you exactly which "Hub" domains are powering multiple competitors.
Feature 02.2

Top links and domains

Get a ranked list of the most influential URLs. See not just the the exact page URL driving the mention.
Feature 02.3

Competitor source analysis

Compare your source list against your competitors. Identify high-authority domains that are citing them but ignoring you. They are your immediate targets for Digital PR.

Deep semantic analytics

Most tools stop at tracking. We calculate the mathematical probability of your brand being cited. Visualize your position in the vector space versus the competition to understand not just where you appear, but why the algorithm chose you.

Book a methodology walkthrough

Control your narrative

Stop guessing which backlinks matter. Focus your PR efforts on the sources that LLMs actually read and cite.

Generate your first report

The research

>> More publications

Access our findings

The algorithms change daily. We track thousands of prompts and publish our internal experiments on prompt volatility, ranking factors, and semantic gaps.

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FAQ

How many prompts can I track per week?
Are the recommendations generated automatically or reviewed by human analysts?
Can I customize which prompts are monitored?
How soon will I see results from the recommendations?
Does Turbine show which sources power chatbot responses?
Can I track competitors alongside my own brand?