Title: VizzEx
Author: VizzEx
Published: <strong>5. август 2026.</strong>
Last modified: 5. август 2026.

---

Претражи додатке

![](https://ps.w.org/vizzex/assets/banner-772x250.png?rev=3635391)

![](https://ps.w.org/vizzex/assets/icon-256x256.png?rev=3635391)

# VizzEx

 [VizzEx](https://profiles.wordpress.org/vizzex/)

[Преузимање](https://downloads.wordpress.org/plugin/vizzex.1.0.0.zip)

 * [Детаљи](https://sr.wordpress.org/plugins/vizzex/#description)
 * [Прегледи](https://sr.wordpress.org/plugins/vizzex/#reviews)
 *  [Постављање](https://sr.wordpress.org/plugins/vizzex/#installation)
 * [Изградња](https://sr.wordpress.org/plugins/vizzex/#developers)

 [Подршка](https://wordpress.org/support/plugin/vizzex/)

## Опис

Most WordPress sites suffer from a silent structural problem: posts that exist as
isolated „content islands,“ categories with no clear hub, and internal links scattered
randomly rather than strategically placed.

VizzEx is the first horizontal content analysis tool built specifically to create
the GEOMesh (Generative Engine Ecosystem). Where traditional SEO tools analyze individual
pages in depth, VizzEx analyzes your entire blog as a connected knowledge network—
identifying what’s disconnected, what’s missing, what’s undermining your authority,
and what needs to change.

Then it does something no other tool does: for every semantic relationship it identifies,
it writes the linking text in your blog’s own tone, ready to paste. Not a keyword
suggestion. A semantic relationship link — the explicit, reasoned connection between
ideas that AI systems recognize as a signal of real, integrated expertise.

When ChatGPT, Perplexity, Google Gemini, Claude, or agentic RAG crawlers analyze
your site, they do not evaluate pages in isolation. They map relationships. If your
content exists in unstructured silos, it triggers extraction filters and reads as
an expensive, low-confidence source. If your content is interconnected with clear
semantic paths and a consistent heading hierarchy, it forms a highly cohesive GEOMesh(
Generative Engine Ecosystem) — a machine-readable knowledge graph that proves topical
authority and minimizes inference costs for AI crawler agents.

VizzEx builds that GEOMesh (Generative Engine Ecosystem). Starting with your most
recent posts.

#### Why AI Citation Requires GEOMesh (Generative Engine Ecosystem) Architecture

AI retrieval agents operate under tight inference budgets. Parsing disconnected,
bloated content costs real server money. When your site requires expensive calculations
to determine how topics relate, your content gets deprioritized.

When your posts form a structured GEOMesh (Generative Engine Ecosystem) with clear
internal link paths, consistent heading hierarchies, and unambiguous category ownership,
the computation cost for an AI agent to parse, chunk, and cite your site drops dramatically.
By organizing your WordPress site into a low-compute layout, VizzEx makes your content
the most mathematically efficient, lowest-latency option on the web — and a far 
more attractive citation source than a competitor’s disjointed collection of pages.

VizzEx takes a database-wide approach: analyzing your posts horizontally as an interconnected
system and delivering specific, non-destructive structural changes that reduce AI
crawler compute tax and maximize citation probability.

#### What VizzEx BASIC (Free Version) Does

**Baseline Analysis**
 VizzEx uses your own Anthropic Claude API key to map semantic
relationships between content nodes, identify topic clusters, score each post’s 
internal connectivity, and surface high-value content with strong AI citation potential.

**Content Analysis Dashboard**
 After your analysis, explore your results via an
intuitive, action-oriented workspace:

 * **Topic Clusters** — groups of semantically-related posts with an authoritative
   hub page at the center.
 * **Connectivity Scores** — a numeric metric showing how well each post is integrated
   into your site-wide GEOMesh (Generative Engine Ecosystem).
 * **Posts Needing Attention** — content nodes with low connectivity scores or missing
   internal links.
 * **High-Value Content** — posts displaying the strongest natural signals for AI
   citation potential and strategic link impact.

**Link Recommendations**
 VizzEx delivers internal link recommendations per analysis
run. No more writing your own connecting sentences. VizzEx uses Claude AI to read
your source paragraph, generate the exact replacement paragraph with the link naturally
embedded, and explain the placement rationale.

**Heading Structure Analysis**
 Clear, hierarchical headings provide explicit semantic
boundaries between topics—reducing the compute tax for crawling agents. VizzEx reviews
your heading (h2–h4) hierarchy to ensure your core facts reside in the premium extraction
zone (The Knowledge Window).

**Primary Category Recommendations**
 When a post belongs to multiple categories,
VizzEx identifies the ideal primary category, sharpening your topical authority 
signals and eliminating the category ambiguity that causes AI models to assign lower
confidence to your content.

**Business Profile Integration**
 Set your industry and business model so VizzEx
can apply industry-specific scoring and localized domain authority weighting in 
future analyses.

#### Requirements

To use VizzEx, you need:

 1. **Your own Anthropic Claude API key** — get one at [console.anthropic.com](https://console.anthropic.com/).
    VizzEx does NOT provide, resell, or proxy Claude API access; you bring your own
    key to maintain absolute data sovereignty over your content database.

#### VizzEx PRO

VizzEx builds the structural foundation—the internal link architecture, heading 
hierarchy, and topical clustering that AI retrieval agents need to recognize your
site as a coherent GEOMesh (Generative Engine Ecosystem). VizzEx PRO adds the next
layers of signal on top of that foundation.

When the structural work from VizzEx aligns with PRO’s Signal Architecture and Dynamic
Semantic Schema (JSON-LD), the combination creates an explicit, machine-readable
signal stack: your entities are named, your relationships are defined, and your 
topical authority is verifiable—not just implied by link structure. That alignment
is what makes it easy for AI systems to discover, trust, and cite your expertise
with confidence.

**VizzEx PRO**, available at [vizzex.ai](https://vizzex.ai/), adds:

 * **Incremental Analysis Runs** — Run analyses as often as you publish or update
   content. Only what’s changed gets uploaded, reducing the time per analysis.
 * **Signal Architect** — explicit semantic schema and entity alignment that makes
   your topical authority machine-readable for AI recognition.
 * **Dynamic Semantic Schema (JSON-LD)** — embed bespoke structured entity and relationship
   data behind your content as JSON-LD schema, giving AI retrieval agents a machine-
   readable map of your expert knowledge graph without inference guesswork.
 * **Semantic Schema Glossary** — build the knowledge graph that defines your domain,
   your entities, and the relationships between them.
 * **Category-focused cluster analysis** — strategic, iterative optimization by 
   topic area.
 * **Expanded analysis capacity** — ability to be more selective about what gets
   analyzed.
 * **Multisite network support.**

When you activate VizzEx PRO, all your analysis data, link recommendations, and 
connectivity scores are fully preserved.

#### VizzEx Requirements

To use VizzEx you need:

 1. **Your own Anthropic Claude API key** — get one at [console.anthropic.com](https://console.anthropic.com/).

### External Services

VizzEx connects to three external services. This plugin will not function without
them.

**1. VizzEx Analysis Server** (bka-api.vizzex.com)
 What it does: Post titles and
content are sent to the VizzEx Analysis Server to generate topic clusters, connectivity
scores, link recommendations, and heading analysis. What data is sent: Post titles,
category, post content, and your site URL, sent when you initiate a Baseline Analysis.
[Terms of Use](https://vizzex.ai/terms-of-use/) | [Privacy Policy](https://vizzex.ai/privacy-policy/)

**2. VizzEx Registration Server** (vizzex.ai)
 What it does: Registers the site 
with the VizzEx analysis service when you explicitly save your Claude API key during
setup. This is a one-time action that provisions your free service access credentials.
No background or periodic calls are made after registration. What data is sent: 
Your site URL and a locally-generated anonymous site identifier (a random string
created on your server). No personal information, no admin credentials, no tracking
data. [Terms of Use](https://vizzex.ai/terms-of-use/) | [Privacy Policy](https://vizzex.ai/privacy-policy/)

**3. Anthropic Claude API** (api.anthropic.com)
 What it does: Powers the AI reasoning
for semantic analysis, link text generation, and heading recommendations. You provide
your own Anthropic API key — VizzEx does not proxy or resell API access. What data
is sent: Post content is sent to Anthropic’s API when you run an analysis or generate
semantic link text, using your own account credentials. [Terms of Use](https://www.anthropic.com/legal/aup)
| [Privacy Policy](https://www.anthropic.com/legal/privacy)

VizzEx does not collect personal visitor data. No analytics, tracking pixels, or
visitor identifiers are used.

## Снимци екрана

[⌊Dashboard — Run a Baseline Analysis and kick off your first content structure 
review⌉⌊Dashboard — Run a Baseline Analysis and kick off your first content structure
review⌉[

**Dashboard** — Run a Baseline Analysis and kick off your first content structure
review

[⌊Analysis Results — Connectivity scores, topic clusters, posts needing attention,
and high-value content⌉⌊Analysis Results — Connectivity scores, topic clusters, 
posts needing attention, and high-value content⌉[

**Analysis Results** — Connectivity scores, topic clusters, posts needing attention,
and high-value content

[⌊Content Analysis — Bridges — Visual bridges showing semantic connections between
your content islands⌉⌊Content Analysis — Bridges — Visual bridges showing semantic
connections between your content islands⌉[

**Content Analysis — Bridges** — Visual bridges showing semantic connections between
your content islands

[⌊Link Recommendations — Review pending internal link recommendations per analysis⌉⌊
Link Recommendations — Review pending internal link recommendations per analysis⌉[

**Link Recommendations** — Review pending internal link recommendations per analysis

[⌊Heading Structure Analysis — h2–h4 recommendations to sharpen semantic structure
for any post⌉⌊Heading Structure Analysis — h2–h4 recommendations to sharpen semantic
structure for any post⌉[

**Heading Structure Analysis** — h2–h4 recommendations to sharpen semantic structure
for any post

[⌊Semantic Link Text — AI-generated paragraph replacement with the link naturally
embedded⌉⌊Semantic Link Text — AI-generated paragraph replacement with the link 
naturally embedded⌉[

**Semantic Link Text** — AI-generated paragraph replacement with the link naturally
embedded

[⌊Post Editor Metabox — Connectivity score, hub status, and pending link recommendations
at a glance⌉⌊Post Editor Metabox — Connectivity score, hub status, and pending link
recommendations at a glance⌉[

**Post Editor Metabox** — Connectivity score, hub status, and pending link recommendations
at a glance

[⌊Settings — API Keys — Connect your Anthropic Claude API key to enable AI-powered
analysis⌉⌊Settings — API Keys — Connect your Anthropic Claude API key to enable 
AI-powered analysis⌉[

**Settings — API Keys** — Connect your Anthropic Claude API key to enable AI-powered
analysis

[⌊Adding Your Claude API Key — Paste and save your Anthropic Claude API key in Settings
to activate AI-powered analysis⌉⌊Adding Your Claude API Key — Paste and save your
Anthropic Claude API key in Settings to activate AI-powered analysis⌉[

**Adding Your Claude API Key** — Paste and save your Anthropic Claude API key in
Settings to activate AI-powered analysis

## Постављање

 1. Upload the `vizzex` folder to `/wp-content/plugins/`
 2. Activate VizzEx from the WordPress Plugins screen
 3. You will be taken to a Welcome screen — follow the two setup steps:
 4.  * Enter your Anthropic Claude API key
     * Run your first Baseline Analysis
 5. After analysis completes, explore your results under **VizzEx  Dashboard** and 
    start working through **VizzEx  Link Recommendations**

## ЧПП

### I want AI models like ChatGPT or Perplexity to cite my business. Can VizzEx help?

Yes. AI tools cite businesses that are the most authoritative, structurally sound,
and computationally efficient source of information for a given topic. VizzEx builds
the GEOMesh (Generative Engine Ecosystem) foundation that makes your content easier
for AI retrieval agents to parse, chunk, and cite: clear internal link paths, consistent
heading hierarchies, unambiguous category ownership, and strategically placed anchor
text that explicitly communicates why two posts are related.

### How is VizzEx different from traditional SEO plugins like Yoast or Rank Math?

Traditional SEO plugins analyze posts one at a time, optimizing meta tags and keyword
density for human search engines. VizzEx analyzes your posts horizontally as a complete
system—mapping the semantic relationships between them and identifying the Parity
Gaps that cause AI retrieval agents to treat your site as a collection of disconnected
pages rather than a coherent GEOMesh (Generative Engine Ecosystem). The goal is 
not keyword density; it is topical coherence and low-compute link architecture.

### What is the „Symmetry Gate Scanner“ and how does it relate to the plugin?

The [Symmetry Gate Scanner](https://symmetrygate.ai) is the diagnostic framework
used to perform the initial baseline audit of your site’s Parity Gaps. It measures
mismatches between human-visible DOM content and raw underlying code. The VizzEx
plugin is the companion operational tool that builds the non-destructive semantic
containers, header densities, and link bridges to resolve those gaps.

### Do I need an Anthropic Claude API key?

Yes. VizzEx uses Anthropic Claude for Baseline Analysis, Heading Structure Analysis,
Primary Category Recommendations, and Semantic Link Text generation. You must provide
your own API key from [console.anthropic.com](https://console.anthropic.com/). All
analyses run via your direct, private Claude account — VizzEx does not provide, 
resell, or proxy Claude API access, ensuring absolute data sovereignty.

### How many posts does VizzEx analyze?

VizzEx analyzes your most recently published posts. The number of posts per analysis
run is determined by the VizzEx Analysis Server.

### Will VizzEx automatically insert links into my posts?

Never. VizzEx provides recommendations only. Every link insertion is made manually
by you through the post editor. VizzEx shows you where and what to link — you decide
whether to act on it.

### How often should I run a Baseline Analysis?

VizzEx allows two full analysis per month. Link recommendations are returned per
analysis. The iterative approach is intentional: implement your link recommendations,
improve your heading structures, publish new content, then run your next analysis
to measure the impact.

VizzEx Pro allows unlimited analysis runs, and identifies the most strategic high-
impact actions you should take first, allowing you to move faster.

### Will my data be preserved if I upgrade to VizzEx Pro?

Yes. VizzEx and VizzEx Pro use identical database table schemas with the same `vizzex_`
prefix. All your analysis results, link recommendations, connectivity scores, and
heading recommendations are preserved when you install Pro.

### Can I use VizzEx on a multisite network?

VizzEx supports single-site installations only. Multisite support is available in
the VizzEx Pro upgrade.

### What WordPress and PHP versions are supported?

VizzEx requires WordPress 5.8 or higher and PHP 7.4 or higher. It has been tested
up to WordPress 7.0.

### Where can I get support?

Visit the [VizzEx support forum](https://wordpress.org/support/plugin/vizzex/) on
WordPress.org, or contact us through [vizzex.ai](https://vizzex.ai/).

## Прегледи

![](https://secure.gravatar.com/avatar/e111cd2d30389be9e900bbd60e22e52638a79c476b7e17d764b1ccdfbad5fccc?
s=60&d=retro&r=g)

### 󠀁[Internal links that make sense](https://wordpress.org/support/topic/internal-links-that-make-sense/)󠁿

 [fms95032](https://profiles.wordpress.org/fms95032/) 5. август 2026.

I’ve been using VizzEx beta for about a month and the quality of the analysis and
recommended links just make sense. Minor edits to better with my writing style, 
yet the ability to spot pairs to link with just makes sense anchor text is rather
amazing. In regular use now.

![](https://secure.gravatar.com/avatar/08e16bb49d19b83a9864b67ad2fd8cdd4ecf996946f521f28c45c0a82187facc?
s=60&d=retro&r=g)

### 󠀁[for the first time i feel on the forefront (of GEO)](https://wordpress.org/support/topic/for-the-first-time-i-feel-on-the-forefront-of-geo/)󠁿

 [jeffreiter](https://profiles.wordpress.org/jeffreiter/) 5. август 2026.

I never felt we mastered SEO for our site. We now use Vizzex Pro and the team at
Vizzex and feel for the first time we are at the leading edge of making our website
effective. Techniques, tools, and data help us chart a course for making and keeping
our site -and ourselves- relevant. Especially how our site is seen and consumed 
by AI orchestration platforms. This work is a moving target. Vizzex helps you keep
pace and be informed with real knowledge on what actions to take to get cited.

 [ Види сва 2 прегледа ](https://wordpress.org/support/plugin/vizzex/reviews/)

## Сарадници и градитељи

„VizzEx“ је софтвер отвореног кода. Следећи људи су допринели овом додатку.

Сарадници

 *   [ VizzEx ](https://profiles.wordpress.org/vizzex/)

[Преведите „VizzEx“ на свој језик.](https://translate.wordpress.org/projects/wp-plugins/vizzex)

### Заинтересовани сте за градњу?

[Прегледајте код](https://plugins.trac.wordpress.org/browser/vizzex/), проверите
[SVN складиште](https://plugins.svn.wordpress.org/vizzex/) или се пријавите на [белешку градње](https://plugins.trac.wordpress.org/log/vizzex/)
преко [RSS-а](https://plugins.trac.wordpress.org/log/vizzex/?limit=100&mode=stop_on_copy&format=rss).

## Белешка о изменама

#### 1.0.0

 * Initial release of VizzEx.
 * Baseline Analysis: analyzes your most recently published posts via the VizzEx
   Analysis Server.
 * Content Analysis page: topic clusters, connectivity scores, posts needing attention,
   high-value content.
 * Link Recommendations: pending recommendations per analysis with apply / dismiss/
   restore workflow.
 * Semantic Link Text: AI-generated paragraph replacement with link placement rationale,
   per recommendation.
 * Heading Structure Analysis: h2–h4 ratio analysis and recommendations per post.
 * Primary Category Recommendations: identifies the best primary category for multi-
   category posts.
 * Business Profile: industry and business model settings for improved analysis 
   scoring.
 * Post Edit Metabox: connectivity score, hub designation, pending recommendations,
   and change-detection warning.
 * Onboarding: two-step welcome screen guiding users through Claude API key setup
   and first analysis.
 * Upgrade encouragement: friendly Pro upgrade callouts throughout — no gates, no
   blurs.
 * Full GPLv2+ license compliance.
 * Shared database table schemas with VizzEx Pro for seamless upgrade path.

## Мета

 *  Version **1.0.0**
 *  Last updated **1 дан раније**
 *  Active installations **Мање од 10**
 *  WordPress version ** 6.2 или новије **
 *  Tested up to **7.0.2**
 *  PHP version ** 7.4 или новије **
 *  Language
 * [English (US)](https://wordpress.org/plugins/vizzex/)
 * Tags
 * [internal links](https://sr.wordpress.org/plugins/tags/internal-links/)[knowledge graph](https://sr.wordpress.org/plugins/tags/knowledge-graph/)
   [semantic seo](https://sr.wordpress.org/plugins/tags/semantic-seo/)[seo](https://sr.wordpress.org/plugins/tags/seo/)
 *  [Напредни преглед](https://sr.wordpress.org/plugins/vizzex/advanced/)

## Оцене

 5 out of 5 stars.

 *  [  2 5-star reviews     ](https://wordpress.org/support/plugin/vizzex/reviews/?filter=5)
 *  [  0 4-star reviews     ](https://wordpress.org/support/plugin/vizzex/reviews/?filter=4)
 *  [  0 3-star reviews     ](https://wordpress.org/support/plugin/vizzex/reviews/?filter=3)
 *  [  0 2-star reviews     ](https://wordpress.org/support/plugin/vizzex/reviews/?filter=2)
 *  [  0 1-star reviews     ](https://wordpress.org/support/plugin/vizzex/reviews/?filter=1)

[Your review](https://wordpress.org/support/plugin/vizzex/reviews/#new-post)

[See all reviews](https://wordpress.org/support/plugin/vizzex/reviews/)

## Сарадници

 *   [ VizzEx ](https://profiles.wordpress.org/vizzex/)

## Подршка

Имате нешто да кажете? Потребна вам је помоћ?

 [Види форум подршке](https://wordpress.org/support/plugin/vizzex/)