Rankmio method

Rankmio Citation Tracker

Q: What does the Rankmio Citation Tracker do?

The Citation Tracker measures how often a domain is cited as a source in the answers of the 5 major AI engines (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews). It is the core metric for GEO performance.

Q: How does the tracking work?

Through repeated querying with prompt sets. For every tracked keyword, Rankmio sends prompts to all 5 engines and checks whether and how prominently the target domain appears in the answers. A majority vote across several iterations provides robustness.

Q: How often is it measured?

Weekly per engine and keyword. AI answers are volatile — more frequent measurement separates noise from genuine trends more reliably. The aggregate view shows 7, 30 and 90 day trends per engine.

Q: What does citation tracking cost?

Credit-based per prompt set. Prices scale with the number of keywords and iterations. Details at /credits#feature-prices. Results are stored persistently and visualised in trend charts.

Updated 3 July 2026

Also known as: Citation Tracker, AI citation tracker, Brand mention tracker

The Rankmio Citation Tracker is the core module for measuring GEO visibility: for each project, defined tracking phrases are queried weekly across 5 LLM engines (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews) — each phrase 3× per engine (majority vote), with citations and mentions recorded separately and the history visualised. The result: reliable citation and mention rate trends per engine and topic cluster, comparable to classic visibility reports — but for the AI stage.

Setup and configuration

Choose tracking phrases — money queries, long tail questions, brand comparison queries.
Source mode — manual list or ”top N GSC keywords” for automatic sync.
Engine selection — all 5 or a subset, depending on your strategic focus.
Majority vote depth — 3× per engine by default, optionally 5× for particularly robust values.
Language and region — DE/AT/CH for German domains, EN-US for English domains.

Reports and analyses

Overall citation rate — trend across all phrases and engines.
Per-engine breakdown — which engine cites or mentions most frequently?
Per-phrase detail — which answers exactly? Which competing sources are cited?
Competitor comparison — how often is your own domain cited compared with pinned competitors?
Brand mention list — all brand mentions without a link.
Citation score history over time, correlated with optimisation activities.

The Citation Tracker as a GEO steering instrument

The Citation Tracker is not only a reporting tool but a steering instrument: does the citation rate change after an optimisation activity (for example new Schema.org markup, FAQ schema, sameAs links)? Which measure provides which leverage? Unlike classic SEO with its long delays before effects appear, GEO measures are often measurable more quickly — new schema markups or citability optimisations show their effect within 2–6 weeks and can therefore be tracked well.

Example from practice

Example: A SaaS provider tracks 24 phrases across 5 engines with a 3× majority vote = 360 LLM queries per tracking run, weekly. Starting point: 12 % citation rate on average. After a systematic Schema.org roll-out, FAQ schema implementation and the creation of a Wikidata entity: citation rate at 38 % after 11 weeks, with a Perplexity peak of 56 %. A clear correlation: the citation growth curve follows the schema implementation sprints directly — demonstrable GEO ROI.

Frequently asked questions

What does the Rankmio Citation Tracker do?

The Citation Tracker measures how often a domain is cited as a source in the answers of the 5 major AI engines (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews). It is the core metric for GEO performance.

How does the tracking work?

Through repeated querying with prompt sets. For every tracked keyword, Rankmio sends prompts to all 5 engines and checks whether and how prominently the target domain appears in the answers. A majority vote across several iterations provides robustness.

How often is it measured?

Weekly per engine and keyword. AI answers are volatile — more frequent measurement separates noise from genuine trends more reliably. The aggregate view shows 7, 30 and 90 day trends per engine.

What does citation tracking cost?

Credit-based per prompt set. Prices scale with the number of keywords and iterations. Details at /credits#feature-prices. Results are stored persistently and visualised in trend charts.

Used in Rankmio for

Citation Tracker in the GEO module

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Last updated: 2026-07-03 · Browse all glossary entries

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