How it works
Measure. Read. Act.
01
Measure every question, on every engine, every week.
QUESTION · ASKED AS A BUYER WOULDBest invoicing software for freelancers?
ChatGPT · Search read in the app, live session
Claude · Search read in the app, live session
Gemini · Search read in the app, live session
Perplexity · Search read in the app, live session
Grok · Search read in the app, live session
DeepSeek · Memory + search
Mistral · Memory + search
Google AI Overviews · Generated search answer- Google AI Mode · Generated search answer
Microsoft Copilot · Search read in the app, live session
Meta AI · Search read in the app, live session
02
Every answer, read.
NAMEDPOSITIONSENTIMENTSOURCES
03
What to do first: the plan.
SEVERITYEFFORTHORIZON
The same questions, on the same engines, every week, so the numbers stay comparable and the plan stays honest.
One question.
Every engine your buyer uses.
ASSISTANT · MEMORY + SEARCHGENERATED SEARCHLIVE APP SESSION
01 · The platformMeasure every question,
Measure every question,
on every engine, every week.
Every question runs on every engine in your plan, every week. ChatGPT, Claude, Gemini and Grok are measured on both halves: what they answer from memory and what they answer after searching; DeepSeek and Mistral, from memory. Depending on the plan, up to seven engines have the searched answer read in the app itself, in a live session, exactly as a customer sees it.
Position, mention and recommendation, tracked separately
Cited sources and what the engine actually searched for
The same question, repeated, to separate signal from noise
?
ChatGPTClaudeGeminiPerplexity12/24
9/24
7/24
11/24
8/24
6/24
10/24
8/24
5/24
9/24
7/24
4/24
CHATGPT · BRAND NAMED, POSITION 1Your brand: cited in 4 of 10; average position 2.3; 3 competitors ahead
02 · The platformNot a dashboard full of zeros.
Not a dashboard full of zeros.
Every answer, read.
Every answer is read: who is named, in what position, with what sentiment, from which sources, and who actually got picked. What changed since last week shows up first.
Citation rate, share of voice and share of recommendation
What the engine searched before it answered
Alerts when your brand drops, climbs or disappears
CITATION RATE
14.2%
38 of 268 answers cite your brand this week
SHARE OF VOICE
21.0%
vs. 18 competitors
AVERAGE POSITION
2.3
lower is better
SHARE OF RECOMMENDATION
9.4%
chosen, not just listed
COMPETITORS
18
named by the engines
ALERT · BRAND CLIMBED+2.4 pts since Sep 8 on ChatGPT and Perplexity
03 · The platformMeasurement tells you where you stand.
Measurement tells you where you stand.
The plan tells you what to do first.
Every action carries severity, effort and horizon, and links back to the question it came from.
Action plan by severity, effort and horizon
Studio: publish-ready copy for the questions you want to win or a topic you choose, in your brand's voice
Monthly PDF report and CSV export
Human read-through with our team on execution plans
THE ACTION PLAN0 OF 4 DONE