Fix Orphan Pages & Build Topic Clusters in WordPress
LinkCortex suggests relevant internal links directly inside the WordPress editor using your own AI keys. Organize content into strong topic clusters without spreadsheets, broken Gutenberg blocks, or recurring subscriptions.
How to Scale B2B Organic Traffic with Topic Clusters
Building consistent search visibility requires more than just publishing new blog posts every week. When you connect related articles into clear topic clusters, search engines can easily understand your site hierarchy and pass authority to key pages. Linking your supporting guides to practical internal linking workflows helps search crawlers and readers discover your most valuable content before pages become isolated orphans.
When internal links connect naturally across related topics, readers stay longer and your highest-converting landing pages receive steady authority...
Suggested anchor: "practical internal linking workflows" matches the target guide without robotic exact-match keyword stuffing.
Why Manual Internal Linking Slows Down Growing Sites
Spreadsheets get abandoned, auto-linkers inject spammy exact-match anchors, and expensive plugins charge hundreds of dollars per year.
Fragile, Manual & Expensive
Hours Lost in Spreadsheets
Content teams spend hours manually cross-referencing published URLs. Articles slip through without links, creating invisible orphan pages that search engines struggle to find.
Spammy Exact-Match Auto-Linkers
Older plugins forcefully inject the exact same keyword across dozens of articles, creating unnatural anchor profiles that can trigger search ranking penalties.
Corrupted Gutenberg Block Markup
Blunt search-and-replace scripts slice through Gutenberg block comment markers (<!-- wp:paragraph -->), breaking post styling and making pages uneditable.
In-Editor, Natural & Safe
Suggested in the Editor, Confirmed by You
Link suggestions appear right where you write. Accept in one click, edit the anchor text to fit your voice, or dismiss it. You always stay in complete editorial control.
Natural 2-to-5 Word Anchors
AI identifies contextual phrases instead of repetitive keywords, building organic link anchors that read naturally and pass topical relevance cleanly.
Safe Core Parsing & 1-Click Undo
Uses WordPress Core's official WP_HTML_Tag_Processor. Never corrupts block comment tokens, and lets you roll back any link with a single click.
How LinkCortex Works in 3 Simple Steps
Fast, safe internal linking without leaving the WordPress Gutenberg editor.
Local Match Finds Candidates on Your Site
A local keyword-scoring step (BM25) scans your WordPress database to shortlist relevant candidate pages. Your drafts are never sent to a third-party indexing service.
Bring-Your-Own-Key AI Suggests Anchors
Connect your Gemini, Anthropic, or OpenAI key. LinkCortex analyzes context to suggest natural 2-to-5 word phrases that fit smoothly into your copy.
Accept, Edit, or Roll Back with 1 Click
Review recommendations inside Gutenberg. Accept in one click, customize the anchor text, or dismiss. Every change is tracked with instant one-click rollback.
Built for Content Teams, Designed for Better Rankings
Everything you need to optimize site architecture without taking technical risks.
Rescue Orphan Pages
Quickly detect published posts with zero inbound links and pass authority to them from top-ranking articles. Read our step-by-step orphan page guide.
Build Strong Topic Clusters
Group related posts around central pillar pages so Google clearly understands your topical authority. Learn more in our definitive internal linking guide.
Save Hours on Every Post
Stop manually searching through your WordPress archives to find relevant reference links. Get smart suggestions in seconds as you edit.
Never Breaks Gutenberg Markup
Built on WordPress core's WP_HTML_Tag_Processor. Leaves block comments completely untouched so layouts and custom styling stay intact.
Your Keys Stay on Your Server
Connect Gemini, Anthropic, or OpenAI directly. Keys stay in your environment or wp-config.php and are never sent to or stored on our servers.
1-Click Rollback for Peace of Mind
Every accepted link edit is logged locally. If you ever change your mind or reorganize a cluster, undo edits instantly with one click.
Works Alongside Your Existing SEO & Content Stack
Reads existing focus keywords natively. No schema duplication, no proprietary lock-in, and zero front-end page speed impact.
Estimate Your AI Costs: Raw Provider Rates, Zero Markup
LinkCortex is 100% free software. Because you connect your own AI key, you pay raw provider rates directly to Google, Anthropic, or OpenAI—fractions of a cent per post instead of expensive annual software subscriptions.
Direct API usage billed to your personal API key. Zero markup, zero ongoing subscription.
Annual license fee required every year for updates and link suggestions. [CONFIRM: competitor pricing]
With LinkCortex, processing 750 articles costs roughly $0.52 in direct API fees compared to $167/year subscriptions.
Use on unlimited personal and client sites under the GPLv2+ open-source license.
How LinkCortex Compares to Typical Paid Plugins
| Feature / Capability | LinkCortex | Typical Paid Link Plugins |
|---|---|---|
| License & Cost | 100% Free & Open Source (GPLv2+) | $167 – $399 / year per domain [CONFIRM] |
| Gutenberg Block Safety | WP_HTML_Tag_Processor (Zero Regex) | Raw preg_replace (risks corrupted blocks) |
| API Key Location | On your own server (env or wp-config.php) | Stored in database or vendor clouds |
| Anchor Text Quality | Natural 2-to-5 word contextual phrases | Repetitive exact-match keywords |
| Rollback & Undo | 1-Click rollback from editor or admin | Manual edits or full database restore |
How LinkCortex Works Under the Hood
Verify our engineering safety standards before deploying to client or production sites.
1. In-Database BM25 Scoring
Before querying any AI model, LinkCortex calculates keyword frequencies locally using Okapi BM25 in your WordPress database. Unpublished drafts are never sent to external vector search clouds.
2. WP_HTML_Tag_Processor
Link insertions use the official streaming HTML parser introduced in WordPress Core 6.2+. It navigates HTML tokens cleanly without regular expression memory spikes or broken block attributes.
3. Zero API Key Custody
API calls connect directly from your WordPress server to Google, Anthropic, or OpenAI. Credentials can be defined via wp-config.php constants or environment variables. We operate zero central proxy servers.
Frequently Asked Questions
Everything SEO leads and WordPress site owners ask about LinkCortex.
Will LinkCortex break my Gutenberg blocks or page layout? expand_more
No. Unlike legacy plugins that use brittle regex string replacements, LinkCortex uses WordPress core’s official WP_HTML_Tag_Processor. It targets only text nodes and leaves Gutenberg block comment markers (<!-- wp:paragraph -->) completely intact. In addition, every edit can be rolled back in one click.
Does LinkCortex work alongside Rank Math, Yoast SEO, or SEOPress? expand_more
Yes. LinkCortex operates strictly on internal linking inside the content editor. It reads your existing focus keywords natively from Yoast, Rank Math, SEOPress, or All in One SEO, and never conflicts with your meta tags, sitemaps, or schema settings.
Are my drafts or private articles sent to any third-party database? expand_more
No. LinkCortex performs candidate shortlisting locally in your WordPress database using an in-memory BM25 algorithm. Your unpublished content is never uploaded to an external vector cloud or shared with anyone.
Can I edit or customize the suggested anchor text before inserting? expand_more
Yes. When LinkCortex suggests an internal link, you can click "Accept", click "Edit Anchor" to modify the highlighted phrase, or click "Dismiss" to reject it. You retain full editorial approval over every link on your site.
Where are my AI API keys stored? expand_more
Your keys remain on your own server. You can store them securely as environment variables or constants in your wp-config.php file. LinkCortex has zero central servers and never sees or touches your credentials.
Is LinkCortex truly free and open-source? expand_more
Yes. LinkCortex is licensed under GPLv2+ and listed in the official WordPress.org plugin directory. You can install it on unlimited personal, client, or enterprise websites without licensing fees or per-site restrictions.
How does the one-click rollback feature work? expand_more
Every accepted link insertion is recorded in a local audit log on your site. If you ever want to revert a link or an entire batch of suggestions, you can restore previous versions with a single click from the post editor.
Start Building Stronger Topic Clusters Today
Fix orphan pages, improve search crawlability, and save hours of manual linking. 100% free and open-source for WordPress 6.2 – 7.0+.