Help
Overview & Scoring
What is Achtung.app?
Achtung.app tracks how visible your brands are inside AI-generated answers — ChatGPT, Perplexity, Gemini, and others. It gives agencies the data they need to understand, improve, and report on that visibility over time.
Traditional SEO measures ranking positions in a list of links. Achtung.app measures whether an AI model cites, mentions, or recommends a brand when a user asks a relevant question — and scores that signal daily.
The AI Prominence
Each brand receives an AI Prominence from 0 to 100, updated daily. It reflects six weighted aspects of how the brand appears in AI responses:
| Component | Weight | What it captures |
|---|---|---|
| Citation Frequency | 20% | How often the brand is mentioned across tracked queries |
| Citation Breadth | 20% | How many different AI providers mention the brand |
| Recommendation Strength | 25% | How strongly the AI endorses or recommends the brand |
| Position Score | 15% | Whether the brand appears early or late in AI responses (earlier = better) |
| Sentiment | 10% | Whether mentions are positive, neutral, or negative |
| Trend Momentum | 10% | Whether visibility is improving or declining recently |
A higher score means the brand is being cited often, by multiple AI tools, in a positive and prominent way.
How queries work — organic visibility
Achtung.app measures organic AI visibility: whether AI models mention or recommend a brand without being asked about it directly.
Each day, the system sends generic questions to multiple AI providers — questions a real potential customer would ask, like "What are the best karate schools in Berlin?" or "Which SaaS tools help with project management?". Each keyword is queried multiple times per provider per day and the answers are averaged, so the score reflects a stable trend rather than a single noisy response. The brand's name and website are never included in these queries. The AI either knows and recommends the brand on its own, or it doesn't.
This is a deliberate design choice. Including the brand name would prompt the AI to discuss it regardless of actual visibility — inflating scores and hiding real gaps. By keeping queries blind, the score reflects what a real customer would experience when asking an AI for advice in your niche.
What this means in practice:
- A low score doesn't mean the AI dislikes the brand — it means the AI doesn't surface it unprompted. That's the gap to close.
- A high score means the brand has genuine presence in AI training data and retrieval systems — it shows up when it matters.
- The Gap Analysis on each keyword explains why the brand wasn't mentioned and what competitors are doing differently.
Consistency score
Each keyword is queried multiple times per provider per day. The Consistency Score measures how reliably a brand is cited across those repeated runs — 100% means cited every time, 50% means cited half the time. This is shown per provider in the visibility charts.
Benchmark percentile
Scores are benchmarked against other brands in the same niche — for example, Top 25% in Legal Services. This gives meaningful context beyond the raw number. (Shown in the brand portal on Pro and above.)
Subscription & cancellation
You can manage your subscription from the user menu (top right) → Manage Subscription, or from Team Settings → Plan & Features → Manage Billing. Both link to the Stripe Customer Portal where you can update your payment method, change your plan, or cancel.
If you cancel your subscription:
- Your account remains accessible but is downgraded to the Starter tier.
- Your brand data (brands, keywords, scores, citations, reports) is retained for 7 days after cancellation.
- After 7 days, brand data is permanently deleted.
- If you re-subscribe within the 7-day window, all data is preserved.
- Your account and team are never deleted — you can always come back.
A warning banner appears on the Team Settings page during the retention period, showing the exact date your data will be removed.
Your dashboard
The dashboard gives you an overview across all your brands. Use the Brand dropdown at the top to focus on a single brand — or leave it empty to see totals and averages across your full portfolio.
If you have no brands yet, an onboarding widget appears with a quick-start guide and a link to create your first brand.
Headline stats:
| Stat | What it tells you |
|---|---|
| AI Prominence | The brand's current AI Prominence, with a change indicator vs last month |
| AI Mention Rate | How often the brand is cited in AI responses over the last 30 days |
| SEO Visibility | Share of tracked non-branded keywords the brand ranks for — sourced from Google Search Console when GSC is connected, otherwise from Brave SERP snapshots |
| Positive Sentiment | Percentage of AI mentions with a positive tone |
| Primary Recommendations | How often the AI positions the brand as the top recommendation |
| AI Overview Signals | Conversational queries from the last 28 days that look like they're feeding Google's AI Overview (visible when GSC is connected) |
| GSC Click Momentum | Whether Google Search Console clicks are trending up or down (visible when GSC is connected) |
| News Alert Delta | Change in brand/competitor/niche news alerts over the last 7 days vs the prior 7 |
Widgets:
| Widget | What it shows |
|---|---|
| Initial Scan Progress | For newly created brands — tracks the onboarding pipeline from keyword generation through first score |
| AI Prominence Overview | Current score with period-over-period change |
| Brand Health Overview | All active brands with their score, trend, keyword count, and recent activity |
| Score Trend Chart | AI Prominence over time. Vertical markers flag dated events (provider outages, campaigns) so unexpected shifts come with context |
| Provider Performance | Which AI providers are citing the brand and which aren't. All plans track multiple search-grounded providers (currently ChatGPT, Gemini, and Perplexity) |
| Unread Alerts | Open score and competitor alerts that haven't been reviewed yet |
| Google Search Console | Search query data with clicks, impressions, and ranking positions |
Start tracking
Want to see this for your own brand?
Achtung.app measures AI visibility for any brand, daily. Free check available — no credit card required.
Free check →Looking for the measurement methodology? See the methodology page.