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Achtung.app tracks itself

Achtung.app measures how visible brands are in ChatGPT, Gemini and Perplexity. The same measurement runs for Achtung.app itself, and the results are public: the complete series from the very first week, including the weeks with few or no mentions. It makes visible how a young brand begins to appear in AI answers and how its presence changes over time.

20

Search queries tracked daily

10,705

AI answers analysed

48

Mentions in the answer text

39

Source references

May 2026

Tracked since

The models are never told the name Achtung.app. Only unaided hits in answers to neutral search queries are counted.

Visibility rate of Achtung.app per week

ChatGPT 0.00 Gemini 0.00 Perplexity 0.00 Source references (all providers) 0.00
0 2 4 % W28 W31 W34 W37 W41 (ongoing)

Share of analysed answers in which ChatGPT, Gemini or Perplexity mention Achtung.app in the answer text, per calendar week. Pure source references do not count in the provider lines; the grey dashed line shows their rate across all three providers. The absolute numbers sit on every data point.

Visibility rate of Achtung.app per week
Week ChatGPT Gemini Perplexity Source references (all providers)
W28 0.00 % 0.00 % 0.00 % 0.00 %
W29 0.00 % 0.00 % 0.00 % 0.00 %
W30 0.00 % 0.00 % 0.00 % 0.00 %
W31 0.00 % 0.00 % 0.00 % 0.00 %
W32 0.00 % 0.00 % 0.00 % 0.61 %
W33 0.00 % 0.00 % 0.00 % 0.00 %
W34 1.42 % 0.00 % 0.00 % 1.01 %
W35 2.50 % 0.00 % 0.00 % 0.50 %
W36 1.77 % 0.00 % 0.00 % 1.03 %
W37 3.18 % 0.00 % 0.00 % 0.63 %
W38 2.84 % 0.00 % 0.00 % 0.00 %
W39 2.86 % 0.00 % 0.00 % 1.15 %
W40 1.79 % 0.00 % 0.71 % 0.00 %
W41 (ongoing) 0.00 % 0.00 % 0.00 % 0.00 %

Week 41 is still running: 358 answers analysed, 0 of them with a mention in the answer text, 0 with a source reference. Visibility rate 0.00 %.

Across the whole series that comes to 39 different search queries rather than 20, because the tracked questions changed along the way. On August 5, 2026 Achtung.app swapped the tracked questions. They come mostly from Google Search Console, meaning queries Google had already shown the site for at some point, not a neutral cross-section of what people search for. That tilts the sample toward Achtung.app, because what surfaces in Google is easier for search-grounded models to reach. The head start is small, though: Achtung.app appeared at all for 15 of the 20 questions, on average at position 44.

The questions themselves are set by hand. The automatic selection that favours questions with previous hits is switched off for them. The swap does not explain the later hits. Across the 20 questions that ran unchanged throughout, the rate went from 0 in 3,482 answers to 16 in 475. These are small numbers too; it takes several weeks before they say anything.

As of October 8, 2026

Latest hits

The latest hits from the measurement data: the search query, the provider, and where Achtung.app appears.

  1. Perplexity Recommendation

    Search query: “ki sichtbarkeitscheck”

    “Achtung.app: Kostenloser Scan für Deutschland, Österreich und die Schweiz; prüft, ob ChatGPT und Gemini deine Marke bei allgemeinen Branchenfragen nennen.[1] - Lilox: Prüft technische KI-Zugänglichkeit deiner Startseite, etwa Crawler-Zugri…”
  2. ChatGPT Mention

    Search query: “KI-Sichtbarkeit messen Tool Vergleich”

    “Achtung.app Achtung.app misst die KI-Sichtbarkeit durch regelmäßige und mehrfache Abfragen von KI-Systemen und verknüpft die Ergebnisse mit Ihren Suchdaten. Es legt großen Wert auf transparente Messmethoden und nachvollziehbare Ergebnisse…”
  3. ChatGPT Mention

    Search query: “KI-Sichtbarkeit messen Tool Vergleich”

    “Achtung.app Achtung.app misst die KI-Sichtbarkeit, indem es markenfreie Fragen regelmäßig und mehrfach stellt und die Antworten analysiert. Es bietet eine transparente Methodik und dokumentierte Schnittstellen für die Messung. (achtung.app)”
  4. ChatGPT Mention

    Search query: “wie nutze ich ki-monitoring-daten in meiner agentur für kundenpräsentationen?”

    “Achtung.app: Ermöglicht es Agenturen, die KI-Sichtbarkeit ihrer Kunden zu überwachen und bietet ein zentrales Dashboard sowie individuelle Kundenportale. (achtung.app)”
  5. ChatGPT Recommendation

    Search query: “wie nutze ich ki-monitoring-daten in meiner agentur für kundenpräsentationen?”

    “Ein weiteres Tool ist Achtung.app, das KI-Monitoring für Agenturen bereitstellt. Es ermöglicht die Überwachung der Nennungen von Kundenmarken in KI-Antworten und bietet ein zentrales Dashboard für die Verwaltung mehrerer Kunden. (achtung.a…”

Milestones

Derived automatically from the measurement data: the first mention, the first recommendation and the first source reference per provider.

  1. First source reference in Perplexity
  2. First mention in ChatGPT
  3. First recommendation in ChatGPT
  4. First mention in Perplexity
  5. First recommendation in Perplexity

Individual hits can disappear again; AI answers fluctuate from day to day. That is why the weekly trend counts, not the single hit.

Visits from AI assistants and Google

How many people actually land on Achtung.app: visits referred by an AI assistant next to clicks from Google Search, both over the last 90 days.

44

Visits from AI assistants

41 ChatGPT, 3 Claude

4

Clicks from Google Search

from 778 impressions

In this period, AI assistants sent more visits to Achtung.app than Google Search did. The numbers are small; a single week can flip the ratio.

The visits come from any AI conversation, including ones asking for Achtung.app by name, and are not a result of the unaided hits above. Sources: Google Search Console and the web analytics of Achtung.app, excluding our own visits. Clicks without a referrer cannot be attributed to an AI assistant, so the AI number tends to be too low. Period: July 7, 2026 to October 4, 2026.

How Achtung.app measures

  • The panel is built the same way as for every customer brand: Achtung.app suggests suitable queries, simulating how AI providers fan a user question out into many variations. Which of them get tracked is ultimately the brand owner's call.
  • Measurement runs daily with standardised query parameters against ChatGPT, Gemini and Perplexity: a prioritised core of the panel is queried every day, further queries rotate in.
  • Three signals are counted separately: a mention only exists when Achtung.app appears in the answer text; a recommendation when the text actually recommends Achtung.app. When Achtung.app appears only among an answer's cited sources, that counts separately as a source reference, not as a mention.
  • Claude runs weekly with a much smaller sample. That is not enough for a fair week-over-week comparison, which is why Claude is missing from the chart.
  • The numbers on this page come straight from the measurement database and refresh several times a day.

How the measurement works in detail is documented in the methodology.

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