See the complete answer
Real responses, named products, rankings, and cited sources in one view.
AI prompt tracking for ecommerce
Track the questions shaping product discovery.
Run the prompts shoppers ask, watch which brands and products win, and see what changed.
app.wild-card.ai/tracking/prompts
IllustrativeTracking
Prompt inventory
ChatGPTGeminiPerplexityClaude
Search prompts
Filters124
Prompts tracked
38
Products cited
91%
Observation coverage
best mineral sunscreen for oily skin
Demand: HighConfidence: 94%
Top product
Daily Mineral SPF 50
#2
Observed 12×lightweight SPF under makeup
Demand: HighConfidence: 87%
Top product
Daily Mineral SPF 50
#5
Observed 9×reef-conscious face sunscreen
Demand: MediumConfidence: 81%
Top product
N/A
Not cited
Checked 8× · no citationObservation status reports exact checks in the selected period; ranking can vary by model, location, and response.
Exact responses, product rankings, and sources across your approved prompt set. Illustrative data.
What you get
Prompt tracking in three moves.
Measure meaningful movement
Compare movement by prompt, product, source, or reporting period.
Trust your prompt set
Prompt coverage and confidence stay visible before findings drive work.
How it works
From signal to next move.
- 01
Build your prompt set
Start from SEO data, CSVs, topics, personas, or manual entries.
- 02
Run real answers
Wildcard runs your prompts on live AI surfaces and captures each response.
- 03
Score prompt quality
Coverage, confidence, and duplication flags surface before reports lock in.
- 04
Review what changed
Filter movement by brand, product, source, or topic.
FAQ
Questions about prompt tracking.
What is AI prompt tracking for ecommerce?
It runs selected shopping questions on AI surfaces and stores the answer, product ranking, and cited sources so movement is measurable. Wildcard uses this store as the input for every downstream feature, including recommendations and reporting.
Recommendation roadmapWhere do tracked prompts come from?
From SEO data, CSVs, topics, personas, or manual entries. Wildcard scores prompt quality and coverage before tracking so downstream reports are grounded in a set your team trusts.
How is prompt tracking different from keyword tracking?
Keyword tracking measures search positions. Prompt tracking captures the generated answer itself, including which brands, products, ranks, and sources appear inside it. Wildcard uses that answer data to power competitor rankings and brand sentiment.
Competitor rankingsWhy does prompt quality matter?
Every insight and recommendation reads off this set. Wildcard flags weak or duplicate prompts before they enter tracking so movement in the reports reflects real shifts, not noise.
What does Wildcard do with tracked prompt data?
The prompt library becomes the single source of truth for the AI search program. Wildcard uses it to score visibility, rank competitors, cluster sentiment, and generate the weekly roadmap of recommendations.
Reporting dashboardRelated features