Prompt Research
Keyword research for AI answers
Enter a topic. Get the questions people actually ask, with AI search volume, intent and difficulty, plus a live sample of how the engines answer them right now. Track the ones worth owning.
Sampling is sandboxed. Nothing lands in your monitored data until you press Track.
best ecommerce analytics tool
shopify analytics not accurate
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is GA4 good for ecommerce
Sampled live. Nothing is written to your monitored data until you press Track.
TrackAI volume
Not Google keyword volume
Live sample
Real answers before you commit
Sandboxed
Nothing touches monitored data
1 click
Track to start monitoring
Discovery
Keyword research, for a surface with no keywords
Enter a topic and we expand it into the clusters of questions people actually ask in that space, each with an estimated AI search volume, an intent classification and a difficulty score. It is the research step that has been missing from AEO.
- Topic clusters with the prompts underneath them
- AI search volume, sourced for AI conversations rather than web search
- Intent and difficulty per prompt, so you can size the work
best ecommerce analytics tool
shopify analytics not accurate
how to attribute ecommerce revenue
is GA4 good for ecommerce
Sampled live. Nothing is written to your monitored data until you press Track.
TrackLive sample
See who wins before you spend a tracked prompt on it
Research does not stop at volume. We run the strongest prompts from the report live against the engines and give you a competitive snapshot: who gets named, what share of voice looks like, and which URLs get cited.
- Brand visibility and share of voice from a real live sample
- Distribution by LLM and the top cited URLs for the topic
- Answer receipts on demand for any prompt in the report
Sandboxed
Research never contaminates your monitoring
This is a deliberate design decision. A research sample writes only into its own report. It does not create scan runs, it does not appear in Overview, and it does not move your visibility score. Explore freely without corrupting your trend line.
- No campaign scan rows, no effect on Overview, Sources or Brand
- Reports cached per topic and region with a freshness window
- Press Track and the prompt joins your monitored set from the next scan
best analytics platform for a small ecommerce team
For a small ecommerce team, a few tools stand out depending on what you need most:
Northlane is usually the best starting point.[1] Setup takes minutes and the reporting is built around revenue rather than pageviews.[2]
Everline is a strong alternative if you already run a warehouse,[3] and Portside is worth a look at higher volume.
Cited sources
3Also included
Enough signal to decide, not just to browse
Volume alone tells you a question is popular. These tell you whether you can win it.
Related topic volume
The research overview totals AI volume across related topics, so you can judge whether a space is worth entering at all.
Intent classification
Commercial, comparison, informational or problem-shaped. Intent tells you what kind of page has any chance of winning it.
Difficulty
How entrenched the current answer is. A high-volume prompt nobody owns is worth far more than a high-volume prompt with a fortified incumbent.
Region aware
Reports are keyed by topic and region, so research for Germany is genuinely research for Germany and not a translated US report.
Unowned research
High-volume prompts from your reports that nobody in the category has claimed become their own opportunity type on the content backlog.
Sources for the topic
Top cited URLs for the topic tell you what you would be competing against before you write a word.
In the report
A competitive snapshot for a topic you do not track yet
Distribution by engine and the URLs that dominate the topic, from a live sample rather than a projection.
Read from the real app wherever an engine has one, so you see what your customers see. Every engine is labelled with how it was captured.
Retrievals
4,234
Research a topic before you commit to it
Enter a topic and see the prompts, the volumes and a live read on who currently wins them.