Why Choose Linkilo Over Link Whisper?

Both plugins suggest internal links. What happens before a suggestion reaches your screen is where they stop being comparable. Here is the honest, technical comparison.

You may have used Link Whisper or thought about it for your internal linking. It is a solid tool. But once your site grows past a few hundred posts, a suggestion engine has to do more than find related pages — it has to pick the right sentence, the right anchor, and the right target, and prove each choice.

That is what Linkilo’s pipeline is built to do, and it is why Linkilo is the best Link Whisper alternative for sites that treat internal linking as an SEO discipline, not a checkbox.

Features
Linkilo
Link Whisper
Link Suggestions
Filter by Category
Filter by Tags
Filter by Context of the Title Tag
Exact Match Keyword Suggestions
Link Suggestions Based on URL Name
Link External Site as Internal
Auto Links
Advanced Auto Link Features
Orphan Link Report
Anchor Text Report
Cannibalization Report
No External Link Report
Link Analysis
Fix Broken Links
Sidebar Link Suggestions
Link Preview
Crawl Log Analysis
Keyword Cannibalization Report
Click Analytics
Topic Clusters

Under the hood

Link Whisper and Linkilo both use AI embeddings to find related posts. That first similarity score is roughly where Link Whisper’s suggestion engine finishes its work — and where Linkilo’s is just getting started.

Watch the same 100 candidate links go through each engine.

1 stage
100 candidate links
Embedding similarity
Are these two posts related?
100
−40 unrelated posts
×No sentence-level check
×No anchor linguistics
×No wrong-target detection
×No anchor-health check (no anchor report)
×No AI verification pass
suggestions land in your queue
The engine is finished. You are the quality filter now.

Linkilo

6 stages
100 candidate links
1 · Post-level similarity
Are these two posts related?
100
−40 unrelated posts
2 · Sentence-level gate
Is this exact sentence about the target?
60
−22 wrong sentence
3 · Anchor linguistics
Clean, descriptive, distinctive anchor?
38
−12 bad anchors
4 · Wrong-target detection
Right product, right version?
26
4 re-routed to the correct post
5 · Anchor health check
Overused? Already pointing elsewhere?
26
−9 cannibalization risks
6 · AI verification
A second model reads and confirms
17
−5 failed verification
verified suggestions reach you
Each one scored, anchored, conflict-checked, and read by a second AI. You just approve.

Illustrative counts from a typical 100-candidate batch. Replays automatically.

1–2 · Post + sentence similarity

Posts are matched by meaning, then each candidate sentence gets its own embedding score against the target — so the link lands in the sentence that is actually about the destination, not just somewhere in a related post.

3–4 · Anchor + target checks

Anchors that start mid-clause (“unlike…”), end hanging, or use filler words are rejected — and words appearing in over 30% of your own titles never become anchors. If the sentence names one product version and the target reviews another, Linkilo re-routes to the right post.

5–6 · Health check + AI verify

Every suggestion is cross-checked against your site-wide Anchor Report — overused or multi-URL anchors get downranked before they cause cannibalization. Then a second AI reads the sentence and drops anything that is not truly about the target page, for fractions of a cent on your own OpenAI key.

And the engine learns from you: every suggestion carries a confidence band, Linkilo tracks which bands you accept and reject, and it tunes its own thresholds toward your editorial judgment over time. Link Whisper’s move to embedding-based suggestions was a real improvement — it is also stage one of the six above.

More Features Coming Soon!

Linkilo is designed for you. Check our roadmap for future updates, and feel free to suggest and vote for new features.

30-Day Money-Back Guarantee! No Questions Asked.

Compare both plugins and see which one suits your needs better!

Easy Internal Linking

Advanced Features for Better SEO

Choosing the right internal linking plugin can make a big difference in your SEO strategy. Compare Linkilo and Link Whisper, and you’ll see clear differences.

Linkilo offers advanced features and great insights into your internal linking. Detailed reports show how you use anchor text, nofollow tags, sponsored links, and more. Our easy-to-use dashboard gives you actionable data for better decisions.

Audit your links easily with Linkilo. Identify and fix SEO issues quickly. We keep improving and adding new features.

Check our roadmap and suggest new features. Request your features here

Linkilo internal link reporting dashboard
Linkilo link report detail view
Linkilo AI link suggestions with confidence scores

Better Link Suggestions

Suggestions That Survive Six Rounds of Scrutiny

Link suggestions are the heart of an internal linking tool, so this is where we spent our engineering budget. Both plugins now use AI embeddings to find related posts. The difference is everything that happens after that first similarity score — the six-stage pipeline you saw above.

And you stay in control of the inputs:

Title-Based Suggestions: Generate suggestions from titles, tags, categories, and custom keywords, with non-essential terms filtered out automatically.

Exact Match Keywords: Target specific rankings with suggestions built from the exact match keywords in your content and URLs.

Optimized URL Keywords: Linkilo recognizes the keywords you’ve already optimized into your URL slugs and folds them into the suggestion scoring.

Our sidebar link suggestions make the process easier. As you write or edit, Linkilo shows relevant articles in the sidebar — no need to scroll or disrupt your workflow.

Solutions Tailored to Your Needs

Linkilo anchor text report

Knowing how often you use your anchor text is vital to ensuring your internal links aren’t diluting your ranking. If you use too many of the same anchor text, you can identify how many times you have used it and where it is located. If you have too few links, you can add more of the anchor text to help improve your ranking. This same report feeds the suggestion engine itself — overused anchors get downranked before they’re ever suggested.

Linkilo link cannibalization report

Pointing the same keywords to two or more different URLs can confuse search engines about which URL should rank for that keyword. Our report helps identify if you have added the same keywords to multiple URLs and shows which URL you should focus on, using Google Search Console data to help determine which has more authority.

Linkilo link analysis dashboard

Knowing what links you’ve used, both internal and external, for a specific page/post can be helpful. Check if you’ve added the proper nofollow for a specific URL, if the URL opens in a new tab, and more.

Linkilo keyword cannibalization report

We dive deeper into SEO and show what keywords you cannibalize and which pages are ranked for those keywords. This is different from our Link Cannibalization report.

The full picture

Link Whisper is a genuinely good, popular tool, and it works on Shopify as well as WordPress, which Linkilo does not. Here is the honest context on where each tool stands, so you can decide with the full picture.

On the install count

Link Whisper’s free WordPress.org version shows a 50,000+ install counter. Linkilo is sold directly rather than listed as a free plugin, so it has no public install badge to show. It is a difference in how each tool is distributed, not a measure of which one does more for your rankings.

On the price

$59 a year, and yes, it stays $59. No usage meter, no per-token AI charge, no tier to climb. Linkilo’s AI runs on your own OpenAI key, usually a dollar or two to process 500 posts, so the bill is predictable and it is yours to see.

On the AI and the auditing

Linkilo reads each post’s full text with embedding models, scores every suggestion, and gives you the exact anchor. Next to it sit a page-level cannibalization report, a site-wide anchor report, a broken-link checker, and a crawl log that shows whether Googlebot, GPTBot, and ClaudeBot actually reach your pages.

On who is behind each tool

Link Whisper’s founder, Spencer Haws, sold the company and has said he is no longer involved, so its direction now sits with new owners. Linkilo is still built and run by the working SEO who created it, for his own sites first, which is why the roadmap keeps moving toward the problems practitioners actually hit.

Linkilo user
Linkilo user
Linkilo user

With Linkilo’s smart link suggestion feature, say goodbye to the tedium of manual linking. Let automation take the lead — with six stages of verification standing between the AI and your content.

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