GUD Visibility
Your brand in AI answers
Measure how often your brand appears, how it ranks and how it is mentioned when customers ask AI platforms such as ChatGPT, Gemini, Perplexity or Google AI Mode.
ChatGPT
Gemini
Google AI Mode
Perplexity
Microsoft Copilot
Grok
DeepSeek
Claude- +9 more engines
Context
Customers ask AI before they choose
- 01More and more people ask AI instead of searching Google themselves.
- 02AI answers with a paragraph and a few names, with no “page 2”.
- 03A brand missing from that paragraph is nearly invisible to the person asking, even if its website ranks at the top of Google.
17 AI engines
Tracked across popular AI platforms
You can use all 17 engines. GUDJOB helps you choose engines based on your market and target customers.
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ChatGPT
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ChatGPT Web Search
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Gemini
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Google AI Mode
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Google AI Overview
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Perplexity
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Microsoft Copilot
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Grok
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DeepSeek
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Amazon Alexa
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Brave AI Mode
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DuckDuckGo
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Baidu
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Naver
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Claude
API
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Qwen
API -
Llama
API
API: asks the model directly, without web search.The engine list may be updated over time.
Three prompt types
Each type of question measures something different
The examples below use the delivery industry; your real prompt set is built for your industry.
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Discovery
Open question, without your name
Can new customers find you?
Key metricMention rate
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Comparison
Puts you next to a specific competitor
When customers are weighing options, which way does AI lean?
Key metricWin rate
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Branded
Asks about you directly
Does AI describe you correctly and completely?
Key metricAnswer score
Key metrics
Six numbers you will see in the report
Each answer is read in two ways: automatic name detection and AI scoring. The results combine into one score for tracking trends.
Automatic name detection
Scans answers for your brand name, abbreviations, unaccented spellings, former names and domain.-
Mention rateHow often you are named
The share of answers to open questions that include you.
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Average positionYour usual rank
Where you usually appear in the list of names. Lower is better.
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Share of VoiceYour share of mentions
Your part of all the times AI mentions the brands being tracked.
AI scoring
A second AI model reads the whole answer and returns a structured verdict.-
Win rateHow often AI picks you
When asked to compare, how often AI chooses you.
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Answer scoreAnswer quality, 0–100
How accurately, completely and clearly AI describes you. Around 60 is a pass.
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SentimentTone, −1 to +1
Whether AI speaks of you positively, neutrally or negatively, judged on the whole answer.
Combined
AI Visibility Score (0–100)
- Mention rate93%
- Win rate67%
- Answer score90
Citations
Where does AI get its information?
AI answers often link to websites. GUD Visibility collects them so you can see which sources shape the answers about your industry.
- Your website
- Wikis and references
- Review sites
- Communities and forums
- Press
- Blogs and media
- Sources trackedNumber of different websites AI cited when answering your prompts. 128
- Sources citing youNumber of websites that appear in answers that mention you. 34
- Missing youWebsites AI often uses that have never mentioned you: a priority list for PR and content partnerships. 19
- Citation shareThe share of citations coming from sources that mention you, out of all citations. 27%
How GUD Visibility works
From your customers’ questions to what to do first
GUDJOB sets up your brand, competitors and first prompt set with you; the system then tracks them regularly and compiles the results into reports.
Choose prompts
The questions your target customers really ask AI about your industry, grouped into Discovery, Comparison and Branded, plus the competitors to compare against.
- Prompt set built for your industry
- A list of direct competitors
Ask each AI engine
On a regular schedule, through the real user interface, as a new user. Every answer and cited source is saved verbatim so you can review it when needed.
- Not personalised like your own account
- Answers and sources saved verbatim
Turn answers into metrics
Each answer is read to produce Mention rate, Win rate, Answer score, Sentiment, citations and the AI Visibility Score, then compared with the previous period.
- Compared with competitors on the same prompts
- Data kept to show trends
Reports and suggestions
A summary report to review and share internally, with gaps against competitors, what to do first and AI-assisted article drafts.
- Opportunities ranked by priority
- Article drafts, edited before publishing
Add-on servicesChatGPT Ads
Not mentioned by AI yet? Show up immediately with ChatGPT Ads.
Building an organic presence takes time. Meanwhile, ChatGPT Ads puts your brand right below the answer, on exactly the questions where you are missing.
- Shown by conversation context
- Three objectives: Reach, Clicks, Conversions
- Measure conversions with pixel and Conversions API
FAQs
You ask, GUDJOB answers
01
What is GUD Visibility?
A service that measures your brand in the answers of AI platforms: whether you are mentioned, in what position, whom AI picks over competitors, whether AI speaks of you positively or negatively, and which websites it takes its information from. The results are compiled into easy-to-read numbers, tracked regularly.
02
Which AI engines are tracked?
17 engines: ChatGPT, ChatGPT Web Search, Gemini, Google AI Mode, Google AI Overview, Perplexity, Microsoft Copilot, Grok, DeepSeek, Amazon Alexa, Brave AI Mode, DuckDuckGo, Baidu, Naver, plus Claude, Qwen and Llama via API (asking the model directly, without web search). GUDJOB helps you choose engines based on your market and target customers. The list may be updated over time.
03
When I ask ChatGPT myself I see my name, so why is the report lower?
Your account has been personalised by AI based on your chat history. GUD Visibility asks as a new user, through the real interface, many times across many prompts, so it is closer to what potential customers see.
04
How do I know the numbers are reliable?
The prompt set and competitors are kept stable so periods can be compared, and every number is based on many runs rather than a single answer. You can always see the verbatim answers behind each number to check for yourself.
05
What is the AI Visibility Score?
A score from 0 to 100 combining Mention rate, Win rate and Answer score, used to follow the overall trend across periods. To see why the score went up or down, look at each metric.
06
Does GUDJOB guarantee a position in AI answers?
No. The numbers reflect AI answers at the time of checking, and nobody can buy an AI answer. The lasting approach is to improve your content and presence in the sources AI often cites; GUD Visibility shows those sources and what to do first.
07
How soon will we see change?
Baseline numbers are available right after the first scan. Visibility changes gradually as AI platforms pick up new content; reports compare the last 14 days with the 14 days before, so keep tracking for at least a few months to see a clear trend.
08
How is it priced?
GUD Visibility is billed monthly. Every plan has all features, all 17 engines and unlimited tracked prompts; plans differ only in limits such as the number of brands, checks per month and users. Contact GUDJOB to find the right plan.
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What do we need to get started?
Just your brand name, website, main products or services and a few competitors you want to compare with. GUDJOB will help you choose a plan and set up your brand, competitors and first prompt set.
Get started with GUDJOB
See how AI talks about your brand
GUDJOB will help you choose a plan and set up your brand, competitors and first prompt set.