Own Your AI Visibilityon Shopify
AEO Enhancer finds citation opportunities, generates store ready improvements, and lets you approve every change before anything goes live.
No auto writes. Deterministic previews. Full rollback.
AEO Enhancer
by Rankr AI
How It Works
Three steps to a safer AI visibility workflow
Discover
Track where you appear in AI answers and where competitors win citations instead.
Generate
Create content, schema, and AI crawler file improvements tied to specific query targets.
Approve and Publish
Review diffs and previews, then execute to approved Shopify metafields with rollback available.
Core Outcomes
What merchants get from running AEO Enhancer
More AI Citations
Get your products and brand cited in AI answers and ChatGPT style responses where buyers make decisions.
Clear Score and Progress Tracking
A deterministic AI Visibility Score with snapshot history you can present to your team and stakeholders.
Safe Execution You Can Trust
Approvals, versioned previews, diff comparison, and full rollback at every step. Nothing ships without you.
Every Feature You Need
Built for approval first execution and deterministic outcomes
AI Visibility Score
Deterministic score from rank position, schema coverage, and content freshness. Snapshot history for every query target.
Approval First Task Inbox
Needs review, approve, reject, reset. Clear state machine with a full audit trail on every task.
Preview Versioning
Multiple preview versions per task. Choose the active version. Approved version locked for execution gating.
Diff Engine and Compare UI
Safe deterministic diffs for HTML, schema JSON, and FAQ JSON. Compare before and after before approving.
Shopify Execution to Metafields
Dual write strategy: draft and approved metafields. Theme App Extension renders approved content only. Idempotent with preview hash lock.
Full Rollback
Restore previous values for draft and approved metafields. Blog publish rollback when execution published an article.
Storefront Sanitization
Approved HTML sanitized before render. Blocks scripts, event handlers, and javascript URLs.
llms.txt Generation
Generate and maintain your AI crawler file. Versioning and rollback via approval first tasks. Weekly refresh with plan based quotas.
Brand Voice Onboarding
Brand voice profile saved per merchant with hashing and prompt version tracking. Includes regulated industry override.
Regulated Industry Mode
Toggle in settings for stricter generation patterns and safer outputs when your vertical requires it.
Competitor Intelligence
Competitor discovery with evidence and dedupe. Competitor report with evidence packets and trend summaries.
Recommendation Engine
Deterministic recommendations with evidence. Create tasks directly from recommendations with needs review enforcement and dedupe.
Cost Controls and Plan Quotas
Deterministic budgets and caps for all external calls. Usage recorded idempotently with reason codes.
Rate Limiting
Plan aware rate limits on key APIs and cron jobs. Structured 429 responses with request ID.
Observability
Request ID on every response. Structured logs with redaction. Duration and outcome tracking for external calls.
Support Tooling
Support diagnostics and a safe export bundle. Automatic redaction of sensitive keys and long strings.
Billing and Plans
Shopify billing integration for plan management. Usage and limits surfaced in the app dashboard.
Use Cases
Optimize the content that matters most for AI discovery
Product Page Improvements
Generate content AI can quote when answering product comparison questions.
Collection Page Clarity
Improve retrieval and summarization with structured, intent-matched content.
FAQ Blocks
Answer buyer questions directly in formats AI assistants understand and cite.
llms.txt Discovery
Help AI crawlers discover your best pages and understand your full catalog.
Safety and Trust
Built with compliance and control at every layer
"Nothing goes live without explicit approval."
Approval First Always
Nothing goes live without explicit approval.
Preview Version Locked Execution
Approved version gates all execution steps.
Sanitized Storefront Rendering
Scripts and unsafe HTML blocked before render.
Rollback on Every Execution
Restore previous values with one action.
Append Only Score Snapshots
Full auditability for progress tracking.
Request IDs on All Responses
Complete traceability for support and debugging.
Rate Limiting Built In
Plan aware limits prevent runaway usage.
Deterministic Cost Controls
Budgets and caps on all external calls.
AEO Enhancer vs Agency Workflow
What changes when you have a proper workflow
AEO Enhancer
by Rankr AI
- Approval first workflow at every step
- Deterministic score and evidence packets
- Versioning, diffs, and rollback built in
- Shopify native publish via metafields and Theme App Extension
Typical Agency Workflow
- ✕Manual changes with limited audit trail
- ✕Slow cycles and unclear attribution
- ✕No deterministic preview versioning
- ✕Rollback often means more billable hours
See It In Action
Built for control, clarity, and confidence
Integration Status Dashboard
Track live citations, pending tasks, and AI platform visibility progress in one place.
AEO Health Score Breakdown
A deterministic score across schema markup, content quality, technical SEO, and AI readiness with snapshot history.
Deploy AI Structured Data
Automatically deploy JSON-LD schema optimized for 8 AI platforms including ChatGPT, Perplexity, Gemini, and Claude.
Brand Voice Setup
Define your tone, adjectives, and industry template so every AI-generated content change sounds authentically like your brand.
Roadmap
What is live today and what is coming next
- AI Visibility Score with snapshot history
- Approval first task inbox
- Preview versioning and diff engine
- Shopify metafields execution
- Full rollback on every execution
- Storefront HTML sanitization
- llms.txt generation and refresh
- Brand voice onboarding
- Regulated industry mode
- Competitor intelligence and reports
- Recommendation engine
- Cost controls and rate limiting
- Observability and support tooling
- Billing and plan management
- Multi-store workspace support
- Team approval roles and permissions
- Scheduled task execution windows
- AI Visibility Score trend alerts
- Bulk task creation from recommendations
- Schema markup validator with previews
- Competitor citation gap analysis reports
- Custom query target grouping
- API access for headless Shopify stores
- Webhook events for approval state changes
Simple Plans
Install from the Shopify App Store to see plans and start with a quick setup.
Frequently Asked Questions
No. Every change requires explicit approval. Nothing goes live on your storefront without you reviewing and approving it first. The approval first workflow is enforced at every step.
Every execution creates a versioned snapshot of prior values. You can restore previous content for any metafield or blog post with one action. Rollback restores both draft and approved metafields to their prior state.
The score combines rank position in AI answers, schema markup coverage, and content freshness. It is deterministic and snapshot based so you can track progress over time and explain changes to your team.
During onboarding you provide brand voice guidelines that are saved as a profile and hashed for version tracking. All content generation uses your brand voice profile. If regulated industry mode is on, generation patterns are stricter.
Yes. Regulated industry mode applies stricter generation patterns and safer outputs. Combined with approval first workflow, preview versioning, diff compare, and rollback you have full control and a complete audit trail.
Approved content is written to Shopify metafields. A Theme App Extension renders only approved content. HTML is sanitized to block scripts, event handlers, and javascript URLs before render.
llms.txt is a file that helps AI crawlers discover and understand your site. AEO Enhancer generates and maintains this file with versioning and approval workflow. Weekly refresh keeps it current within your plan quotas.
Competitor discovery runs automatically with evidence collection and deduplication. You see where competitors appear in AI answers with trend summaries and evidence packets to inform your own optimization.
AEO Enhancer
by Rankr AI
Make AI Visibility a Repeatable Workflow
Start with your first query targets, review the first tasks, and publish improvements you can undo any time.