Track
Run stable prompt sets and preserve the observed answer.
AI answer and shopping surfaces
One product story, many answer surfaces.
See how products appear across current AI research and shopping experiences. Wildcard preserves the surface-specific details while giving your team a shared way to inspect evidence, improve inputs, and measure change.
Current surface directory
Track each surface on its own terms.
The labels describe Wildcard’s current monitoring or integration posture, with platform and category limits stated directly.
Shipping
Monitoring is available for defined prompt or query sets.
Beta
The dedicated app or commerce route depends on eligible platform programs and integration scope.
Coverage varies
Useful observations depend on surface availability, market, account, category, or query context.
01
ChatGPT Apps
A dedicated app and commerce route. Availability depends on platform programs and the integration being built.
Beta
02
Google Gemini
Monitor product-research prompts, answer variation, product facts, and visible grounding across defined observations.
Shipping
03
Google AI Overviews
Observe overview appearance, product mentions, visible source links, and evidence across tracked commercial queries.
Shipping
04
Perplexity
Map product mentions to visible citations, source roles, research prompts, and referral outcomes.
Shipping
05
Claude
Monitor selected product-research prompts while keeping category, account, context, and web-access variation explicit.
Coverage varies
06
Amazon Rufus
Track applicable shopping prompts and product visibility. Marketplace and shopper experience coverage can vary.
Coverage varies
07
Walmart Sparky
Observe applicable product-discovery prompts while accounting for rollout, category, and shopper experience differences.
Coverage varies
A shared operating loop
Observe what changed. Improve what you control.
Each surface presents answers differently. The work still follows a clear sequence from prompt selection to source inspection, approved content changes, and outcome reporting.
Inspect
Review mentions, product facts, sources, and coverage limits.
Improve
Approve clearer catalog and page inputs your team controls.
Measure
Compare repeated observations with referral and order context.
Questions
Frequently asked questions
Which AI surfaces does Wildcard monitor?
Wildcard supports defined monitoring across major answer and shopping surfaces including Google Gemini, Google AI Overviews, Perplexity, Claude, Amazon Rufus, and Walmart Sparky. Dedicated ChatGPT app and commerce work is shown separately as beta. Coverage can vary by plan, category, market, account, and surface availability.
Does Wildcard use the same measurement for every surface?
No. Shared measures such as mention coverage and answer accuracy create a common baseline, while surface-specific measures cover visible citations, source links, overview appearance, follow-up conversations, or marketplace context where applicable.
Can Wildcard guarantee that a product appears in an AI answer?
No. Wildcard does not control any third-party answer or shopping surface. It records observed results and helps teams improve the clarity, completeness, and consistency of product information on sources they manage.
Why do some surfaces say coverage varies?
Surface availability and useful product-research behavior can differ by account, market, device, category, query, or rollout. The label keeps that limitation visible rather than presenting every observation as directly comparable.
What should teams measure across surfaces?
Start with a stable prompt set, then compare mention coverage, answer position where meaningful, source presence, product fact accuracy, and variation over time. Review referral sessions and orders alongside visibility changes where data is available.
Start with the surfaces your customers use.
Build a prompt set around real research journeys, inspect the observed evidence, and prioritize the product facts and pages your team can improve.