Nine engines · twelve markets · refreshed daily
A case study goes up when there is a measured before and after, and when the customer is willing to put their name to both.
When buyers ask AI about businesses like yours, you appear in 48 of 100 answers · #3/6 · 9,615 · 55 · 6
When buyers ask AI about businesses like yours, you appear in 48 of 100 answers.
Visibility →In this share of the answers that mention you, you rank first.
The number in a case study is the whole point, so it has to be a real one. Every study here starts from the same panel you would use: the visibility score on a defined prompt set at a date, the work that followed, and the score on the same set afterwards. No modelled uplift, no “up to” figures, no results attributed to Rixe that the customer would not stand behind. That is a slower way to fill a page, and the only version worth reading.
The entries below are an example of the layout, not customer testimony. Real ones replace them as customers give them to us.
The number stopped being an argument the moment it was the same number every week.Maya Chen, Head of Marketing
We could finally put a revenue figure next to the visibility number instead of arguing about attribution.Deniz Aral, Growth
The prompt set, the engines, the markets and the score on a stated date — the same reading anyone gets on day one, not a figure reconstructed afterwards.
What was actually changed: which pages, which sources were approached, which workflows ran. Enough detail that a reader could try the same thing.
The score on the same prompt set at a later date, with the confidence interval and run count, so a reader can judge whether the move was real.
The four screens below are the whole path from a measurement to a task.
This rival's AI scores, the sites that feed it, the questions it wins and its latest moves, on one page.
Open page →This rival's AI scores, the sites that feed it, the questions it wins and its latest moves, on one page.
| Topic | HubSpot | You | Prompt |
|---|---|---|---|
| Comparisons | 67% | 32% | 10 |
| Integrations | 66% | 54% | 5 |
| CRM software | 60% | 40% | 28 |
| Enterprise CRM | 52% | 8% | 7 |
| Plans and add-ons | 11% | 94% | 5 |
| Source | Answers | Also cites us |
|---|---|---|
| g2.com | 2,946 | Yes |
| reddit.com | 2,154 | Yes |
| flowcrm.io | 1,643 | Yes |
| capterra.com | 1,504 | Yes |
| techradar.com | 1,269 | Yes |
| softwareadvice.com | 667 | Yes |
| trustradius.com | 667 | Yes |
| pipedrive.com | 640 | Yes |
| trustpilot.com | 640 | Yes |
| crm.org | 639 | Yes |
Measured gaps become briefs, briefs become drafts; nothing is published until you approve it.
Open page →Measured gaps become briefs, briefs become drafts; nothing is published until you approve it.
✦ Generate brief from gap1 citations, all linked to real source URLs.
1 citations, all linked to real source URLs.
2 citations, all linked to real source URLs.
Target question: CRM with the best reporting and dashboards
Target question: best CRM with SSO and SCIM support
Brands and agencies track their AI visibility with Rixe
Your domain is enough. First report in your hands in four minutes — no card.
A study needs a measured before and after on the same prompt set, and a customer willing to publish both. We would rather have none than a page of numbers nobody will stand behind.
It starts from your own panel: we agree the prompt set and the dates, you keep the work you were doing anyway, and we publish only the figures you sign off. Write to hello@rixe.ai.
AI visibility is how often, in which position and with what tone a brand appears in the answers generated by assistants such as ChatGPT, Gemini, Perplexity and Google AI Overviews. It is not a search ranking: a brand is either named inside the answer text or it is absent from the decision entirely. Rixe measures all three dimensions daily and reports them as one visibility score per category.
An SEO tool measures where a page ranks on a results page. Rixe measures whether a brand is named inside an AI-generated answer, which position it holds among the brands mentioned, and which sources the model used to build that answer. The two rarely agree: a page can rank first in search and never appear in the AI answer to the same question, because the model draws on third-party sources such as review sites, forum threads and comparison articles.
Rixe runs a defined set of category prompts through each engine's live interface once a day and parses the answer that comes back. For every run it records whether the brand was named, its rank among the brands mentioned, the sentiment of the sentence around the name, and every source the answer cited. No score is published from a single run: below five runs a prompt is marked insufficient sample, and every score ships with a Wilson confidence interval.
Rixe tracks ChatGPT (GPT-5 Search), Gemini, Perplexity, Google AI Overviews, Google AI Mode, Microsoft Copilot, Yandex Neuro, Grok, Claude Sonnet 4, DeepSeek, Qwen and Mistral. Every plan covers every engine — the limit is the number of prompts tracked, never the number of engines.
Three numbers, one screen. Enough to know which way the week went.
What's the best project management tool for small teams?
What are the alternatives to Asana?
The CRMs that come up most often for small teams are HubSpot, Pipedrive and FlowCRM. FlowCRM is the one people pick when the team already lives in Gmail.
Can you recommend a CRM with multilingual support?
The CRMs that come up most often for small teams are HubSpot, Pipedrive and FlowCRM. FlowCRM is the one people pick when the team already lives in Gmail.
Which reporting tool do agencies use?
What's the best project management tool for small teams?
What are the alternatives to Asana?
The CRMs that come up most often for small teams are HubSpot, Pipedrive and FlowCRM. FlowCRM is the one people pick when the team already lives in Gmail.
Can you recommend a CRM with multilingual support?
The CRMs that come up most often for small teams are HubSpot, Pipedrive and FlowCRM. FlowCRM is the one people pick when the team already lives in Gmail.
Which reporting tool do agencies use?
Which tool has the most generous free plan?
Jira or Linear — which one is easier?
Which software is the fastest to set up?
Best analytics tool for e-commerce?
Which tool has the most generous free plan?
Jira or Linear — which one is easier?
Which software is the fastest to set up?
Best analytics tool for e-commerce?
Which tool is GDPR compliant?
What should a new company start with?
What is the best CRM for a small team?
Which tool is GDPR compliant?
What should a new company start with?
What is the best CRM for a small team?
Start with the questions you already know matter. The first report needs your domain and about four minutes.