AI prompt tracking for ecommerce
Prompt tracking
Run the prompts shoppers ask, watch which brands and products win, and see what changed.
Wildcard features
One operating system for AI shopping discovery.
Track the questions shoppers ask, act on the evidence, publish work your team approves, and measure what changes across visibility and revenue.
Phase 1
Track
Observe the buyer questions, products, competitors, and sources that shape discovery.
Explore prompt tracking
AI competitor rankings
Competitor rankings
Compare selected competitors by query, product, and topic. Inspect the evidence behind every result.
AI brand sentiment monitoring
Brand sentiment
Measure positive, neutral, and negative treatment, and see the language shifting over time.
Phase 2
Act
Turn answer evidence into better product information and a prioritized operating plan.
AI-native catalog enrichment
Catalog enrichment
Add conversation attributes, optimize products against prompts, and prepare provider-ready catalog outputs.
Prioritized AI search roadmap
Roadmap and recommendations
Turn prompt gaps into a prioritized action queue with clear evidence, owners, and controls.
Editable brand intelligence
Brand guidelines
Generate editable brand guidance from your site or deck, then apply it across every draft.
Phase 3
Publish
Research and prepare useful work while keeping editorial, communications, and community decisions with people.
AI search blog content
Blog content
Turn tracked buyer questions into sourced, brand-aligned articles with structure, links, and review.
AI source press outreach
Press outreach
Find cited publishers, assemble the evidence, and prepare personalized outreach for human-controlled queues.
Reddit research for AI answers
Find cited threads tied to tracked prompts, and draft brand-aligned replies for careful human review.
Controlled Shopify publishing
Shopify publishing
Move approved product and content changes into Shopify through direct or review-first workflows.
Conversion-focused category pages
Collection pages
Create or refresh category and use-case pages with rotating products, guidance, FAQs, schema, and links.
YouTube research for AI answers
YouTube
Map cited videos and creators to prompt gaps, and prepare briefs or outreach when capacity allows.
Phase 4
Measure
Explain visibility changes and inspect the commerce outcomes that can be observed.
AI visibility reporting
Reporting
One dashboard for visibility, rankings, mentions, sources, sentiment, prompt confidence, and period movement.
AI referral revenue attribution
Revenue attribution
Connect confirmed AI referrals with matched orders and revenue, and disclose what cannot be traced.
See the system in context
Start with the view your team needs now
Explore the full product, establish a baseline with the audit, review plans, or read a customer example with measured results.
Build your operating loop
Make every feature answer the next decision.
Bring products, prompts, sources, approved work, and measurable outcomes into one system your team can inspect.