Know if AI engines recommend your brand and whether the change is real.
Orem samples every prompt many times and tells you, with a 95% confidence interval, whether your AI visibility really moved.
Illustrative — representative brand types, shown as design placeholders, not endorsements.
Watch eight agents audit a brand
Enter a website and Orem researches it, finds its rivals, writes buyer questions, samples the engines and hands back a report with an error bar on every number.
A replay of Orem’s website analysis on a fictional coffee brand, in eight steps: product research, competitor discovery, prompt generation, sampling the prompts on ChatGPT, Perplexity and Gemini, recommendations, hallucination detection, visibility scores with 95% confidence intervals, and the final report.
Orem makes it possible
It measures what AI engines say about you, separates real change from noise, and turns it into work you approve.
Tracks every buyer question on every engine, with honest error bars
Samples each prompt many times on every engine you track, then reports mention and citation rates with a 95% confidence interval and a real-vs-noise verdict.
Example. You ask: “Which questions do AI engines name us for most?” Orem answers: “Four prompts put Orem in 42% or more of answers. The best is 75% on Perplexity.” Prompts · mention rate: How often do Google AI Overviews citations change? on Perplexity: 75% (95% CI 50–92%); Which AI visibility tools report confidence intervals? on ChatGPT: 50% (95% CI 17–83%); What is answer engine optimization (AEO)? on ChatGPT: 42% (95% CI 17–67%); Is my brand cited in Perplexity answers? on Perplexity: 42% (95% CI 17–67%). You reply: “Great. Add these four to Monday’s report.”
See Orem at work
Ask about your visibility in plain English. Orem answers from your own sampled data, with an error bar on every number.
An animated demo of Orem's dashboard chat, using Orem's own workspace data for the week of Sep 14. It plays three chats: the questions AI engines already name Orem for, how often answers cite getorem.com, and why none of the week's 20 changes was a false alarm. Each answer opens the matching dashboard chart, with 95% intervals.
Question: Which questions do AI engines already name us for?
Orem: Perplexity names Orem in 75% of answers to “How often do Google AI Overviews citations change?” (95% CI 50–92%), and cites getorem.com in half of them. ChatGPT names Orem in half its answers to “Which AI visibility tools report confidence intervals?” That's the question Orem was built to answer.
Underpinned by numbers you can trust
Every answer is sampled many times, so each rate comes with an interval and a verdict.
Know what buyers ask AI
Group the questions buyers ask by topic, and see which ones moved for real.
Orem’s own AEO questions: mentioned in 38% of sampled answers, up 5 points. “How often do Google AI Overviews citations change?” is at 75% on Perplexity, and “What is AEO?” at 42% on ChatGPT. Every change is within noise.
See prompt trackingUnderstand what AI says back
See how each engine describes your category, with an error bar on every number.
Orem’s mention rate by engine with 95% intervals: ChatGPT 30% (22–39%), Perplexity 33% (24–41%). Visibility score 32% of 240 answers, and getorem.com was cited 39 times.
See share of voiceReinforced by every new sample
Every refresh re-measures your prompts, so you can see what worked and what was only noise.
Dashboard chart: Orem's weekly mention rate from Jul 13 to Sep 14, between 32% and 39%, each week with its 95% interval.
Track the trend, not the noise
Every weekly refresh re-samples your prompts, so each week's number comes with its own error bar.
Dashboard pillar card: AEO mention rate 38%, likely between 28% and 48%.
Know which pillar carries you
AEO, AIEO and GEO each get their own rate and interval, the same cards as your Overview.
Dashboard engine breakdown: Perplexity 33% (24–41%), ChatGPT 30% (22–39%).
Compare engines on one scale
Every engine on the same 0–100% track, so an overlap reads as a tie, not a win.
Most-cited sources across 240 answers: g2.com 117, wikipedia.org 105, reddit.com 103, searchengineland.com 89, getorem.com 39.
See the sources AI trusts
Every domain behind the answers for your prompts, and where your own pages show up.
Hallucination check: no claim flagged about Orem in 240 answers on ChatGPT and Perplexity this week.
Verify what AI claims about you
Catch wrong or unverifiable claims before your customers repeat them.
Built for agencies running many brands
Client workspaces, pitch trials and reports that hold up in front of a client.
Run every client from one console
Each brand’s visibility, verdicts and plan usage side by side, for agencies running many workspaces.
See client managementCard 1 of 4: Workspaces
How Orem compares
Every tool here tracks whether AI engines mention you. Only Orem tells you whether a change is real.
| Capability | Orem | Profound | Peec AI | Otterly |
|---|---|---|---|---|
| Tracks brand mentions in AI answers | ||||
| 95% confidence interval on every metric | ||||
| Sentiment of AI answers | ||||
| Samples every prompt many times | Single-run | Single-run | Single-run | |
| On-demand prompt experiments | ||||
| Cited-source tracking | ||||
| Real-change-vs-noise verdict |