Site-local by default
Core evidence and workflows remain inside the WordPress environment. Optional external connectors are separately configured and owner-controlled.
WordPress SEO + AEO + AI visibility
WordPress SEO, AEO and AI visibility—built into one evidence-based framework.
The CDFX Visibility Framework is a site-local WordPress plugin that helps organizations find, understand and improve the technical and content signals search engines, answer engines and AI retrieval systems use to interpret a website.
Current availability
Available through CDFX-managed WordPress implementations.
Version 3.0.0 is deployed through guided implementation. Broader self-serve and agency licensing are in active product development and are not yet publicly offered.
- Local-first core
- Evidence before action
- Controlled fixes
- Agency-ready workflows
Direct answer
What is the CDFX Visibility Framework?
The CDFX Visibility Framework is a WordPress visibility system for auditing, prioritizing and improving the evidence behind search and AI discovery. It brings technical SEO, index health, structured data, entity clarity, internal linking, local relevance and AI retrieval readiness into one controlled workflow.
It is designed to help teams understand why an issue matters, what evidence supports it and what should be reviewed before a change is applied.
Evidence before automation
The framework is built around measurable findings, clear reasoning and reviewable actions rather than unexplained blanket changes.
Built for real publishing
It supports ongoing work across pages, services, locations, entities, templates and teams—not just a one-time audit score.
Product proof
See what the product is, how it is delivered and what it supports today.
The framework is an active WordPress software product delivered through controlled CDFX implementations. The current public offer is not a self-serve plugin download or an open marketplace listing.
Evidence score snapshotFive dimensions with separate evidence.
Site-local review
Metadata, headings, canonicals, robots and publishing checks.
Review evidenceIndexability, sitemap alignment, priority routes and duplicate risk.
Verify signalsOrganization, service and location relationships with direct-answer clarity.
Clarify entitiesCrawler access, source attribution and machine-readable structure.
Inspect retrievalSearch performance, brand consistency, proof assets and owner-controlled connectors.
Strengthen authorityAction Centre
Review evidence, impact and ownership before applying a change.
Open findingReview evidence, impact and ownership before applying a change.
Representative interface preview based on the current framework screens and evidence model. Live screens are shown during a guided walkthrough.
CDFX-managed implementations
Installed, configured and reviewed as part of a guided WordPress engagement.
Version 3.0.0
Current main product version. Last repository update: August 2, 2026.
WordPress 6.3+ · PHP 8.0+
Administrator access is required. Existing SEO ownership is reviewed before overlapping output is changed.
Site-local core
Core evidence remains inside WordPress. Optional Google or Cloudflare connectors use owner-controlled credentials.
Implementation-led today
Public self-serve pricing, marketplace distribution and open agency licensing are not yet offered.
Active commercial product development
Broader licensing and update delivery remain controlled roadmap work rather than public promises.
Sample evidence report structure
Illustrative structure · no invented score
One report, five separately explained evidence dimensions.
Client reports separate measured findings from recommendations, assumptions and external data.
Titles, descriptions, headings, canonicals, directives and publishing quality.
Indexability, sitemaps, priority pages, route consistency and duplication risk.
Business identity, services, locations, schema relationships and answer clarity.
Access, stable sources, attribution, direct answers and machine-readable structure.
Brand consistency, search evidence, proof assets and owner-authorized external signals.
v3.0.0
Current release and update status
The current plugin header identifies version 3.0.0 with minimum requirements of WordPress 6.3 and PHP 8.0. The latest main-branch update was completed August 2, 2026.
- Latest update added Google Authority evidence and encrypted OAuth credential entry.
- Current delivery remains managed and compatibility-first.
- Public paid-product distribution, self-serve licensing and broad agency rollout remain under development.
Evidence model
Measure the parts of visibility that are usually scattered across separate tools.
Each dimension answers a different operational question. Together they provide a more useful picture than a single generic score.
Technical SEO evidence
Checks the page-level and site-level foundations that support crawling, interpretation and usable search results.
- Titles and descriptions
- Heading and document structure
- Canonical and robots signals
- Performance-minded publishing checks
Index health evidence
Surfaces inconsistencies that can weaken discovery, consolidate the wrong URL or leave priority content difficult to index.
- Indexability and canonical alignment
- Sitemap and route consistency
- Duplicate-page risk
- Priority-page discovery
Entity and AEO evidence
Clarifies who the organization is, what it offers, where it operates and how its services, expertise and locations relate.
- Organization and service entities
- Structured data relationships
- Question-and-answer clarity
- Local and service-area context
AI retrieval evidence
Reviews whether important content is accessible, understandable, attributable and suitable for accurate retrieval and citation.
- Crawler access and directives
- Clear answer passages
- Source and entity attribution
- Machine-readable content structure
Authority and visibility evidence
Connects on-site clarity with external evidence so teams can see where trust, brand presence and discoverability need stronger support.
- Brand and citation consistency
- Search performance evidence
- External authority signals
- Case studies and proof assets
SEO + AEO + AI
How does the framework improve answer-engine and AI visibility?
It improves the same underlying clarity that supports conventional search: crawlable pages, useful content, descriptive headings, consistent entities, structured relationships, relevant internal links and accessible source material.
Answer engine optimization (AEO) does not replace SEO. The framework treats AEO and AI visibility as extensions of a strong technical and editorial foundation—not as separate shortcuts.
For search engines
Clear titles, canonical signals, structured pages, internal links and useful content make priority pages easier to discover and understand.
For answer engines
Direct answers, explicit definitions, visible evidence and meaningful relationships improve the chance that content can answer a specific question.
For AI retrieval
Accessible pages, identifiable sources, stable URLs and attributable information make retrieval and citation more reliable.
Capabilities
A practical WordPress workflow—not another disconnected report.
The framework is designed to turn findings into understandable, reviewable work across the full publishing lifecycle.
Page-level clarity
Review titles, descriptions, headings and visible page context against the page’s real purpose.
Entity relationships
Connect organizations, services, locations, content and evidence using structured, visible meaning.
Internal discovery paths
Identify missing or weak connections between priority services, locations, proof and supporting content.
Location relevance
Strengthen service-area context without duplicating thin location pages or inventing local claims.
Retrieval readiness
Review crawler access, direct-answer content, source attribution and machine-readable publishing signals.
Controlled fixes
Prioritize issues, explain the evidence and keep technical changes reviewable before they are applied.
Client-ready evidence
Translate technical findings into useful progress summaries for owners, teams and agency clients.
Repeatable standards
Support ongoing publishing quality across multiple editors, templates, sites and implementation teams.
Workflow
From evidence to action without losing control.
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01
Scan
Review the current WordPress site, priority pages and publishing signals.
-
02
Understand
See the evidence, affected area and practical reason each finding matters.
-
03
Prioritize
Separate critical blockers, meaningful improvements and low-value noise.
-
04
Review and apply
Use controlled actions instead of unreviewed bulk changes.
-
05
Verify
Recheck the site and preserve evidence of what changed and why.
Different by design
Built for decisions, not just scores.
| Typical approach | CDFX Visibility Framework |
|---|---|
| One broad health score | Five evidence dimensions with separate meaning |
| Recommendations without enough context | Findings connected to evidence, impact and next action |
| Blanket automation | Controlled, reviewable fixes and verification |
| Metadata treated in isolation | Technical, entity, content, local and retrieval signals considered together |
| External platform dependency | Site-local core with optional owner-controlled connectors |
| Reports that end the process | An ongoing publishing and improvement workflow |
Trust boundaries
What the framework does not claim.
- No ranking guarantees. Search visibility depends on competition, content, authority, experience and many external factors.
- No fabricated certainty. Evidence is separated from assumptions, recommendations and external data.
- No substitute for useful content. Technical clarity supports strong content; it cannot replace expertise or customer value.
- No forced external data sharing. The core remains local, and optional connectors require owner-controlled credentials.
Who it serves
Built for organizations that need visibility work to be understandable and repeatable.
Businesses on WordPress
For organizations that need a clearer technical foundation and a practical plan for improving discovery.
Agencies managing client sites
For teams that need repeatable standards, explainable evidence and client-ready progress reporting.
Marketing and content teams
For publishers who need stronger page structure, internal relationships and safer collaboration with technical teams.
Developers and site operators
For implementers who want controlled technical changes, local evidence and clearer acceptance criteria.
Implementation experience
Built by a team that connects strategy, WordPress development and real operational systems.
The framework comes from hands-on work across member platforms, ecommerce, application integrations, secure hosting, technical publishing and connected customer experiences.
Frequently asked questions
Practical answers about SEO, AEO and AI visibility.
Is the CDFX Visibility Framework available to install?
Version 3.0.0 is currently available through CDFX-managed WordPress implementations. It is not yet offered as a public self-serve download, marketplace plugin or open agency licence.
Can agencies purchase a licence?
Broad agency licensing is still in active product development. Agencies can request a guided walkthrough and discuss a controlled implementation or future pilot fit with CDFX.
What WordPress and PHP versions are supported?
The current plugin requires WordPress 6.3 or later and PHP 8.0 or later. Compatibility with the active theme, SEO plugins, schema tools, caching layer and hosting environment is reviewed during implementation.
Is the CDFX Visibility Framework an SEO plugin?
Yes, but its scope is broader than conventional page metadata. It combines technical SEO, index health, entity and AEO clarity, AI retrieval readiness, authority evidence and controlled publishing workflows.
What is answer engine optimization (AEO)?
AEO is the practice of making content easier to understand and use when a search or AI system needs to answer a specific question. It relies on clear content, direct answers, descriptive headings, meaningful entities, reliable sources and sound technical SEO.
Does AEO replace traditional SEO?
No. Strong AEO and AI visibility begin with the same fundamentals as strong SEO: crawlable pages, useful content, clear structure, relevant links, trustworthy evidence and consistent business information.
Does the framework guarantee rankings or AI citations?
No. No credible product can guarantee a ranking, answer-engine inclusion or AI citation. The framework improves the evidence and publishing foundations that make accurate discovery more likely.
Does website data leave WordPress?
The core framework is designed to operate site-locally. Optional external evidence connectors are separately configured using credentials controlled by the website owner.
Can it work with an existing SEO plugin?
The framework is designed to complement a professional WordPress stack rather than require an automatic replacement. Exact compatibility and ownership boundaries are confirmed during implementation.
Does it automatically rewrite website content?
The emphasis is controlled review. The framework can support guided actions and carefully scoped fixes, but it does not treat unreviewed bulk rewriting as a visibility strategy.
Who is the framework best suited for?
It is intended for businesses, agencies, marketing teams and developers operating WordPress websites where search visibility, publishing quality and explainable evidence matter.
Start with the problem
Have a website, member platform or connected-system project in mind?
Tell us what needs to work better. We will reply with practical next steps, options and a clear estimate.