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I’m Michael Daigle — I built Topical Drift to make “meaning-based” SEO measurable.

Drift is subtle: pages slowly stop matching the intent they used to win. Meanwhile internal links accumulate and start sending mixed signals. Topical Drift Analyzer turns that into a monthly, repeatable process: scan → map → cluster → fix.

Free during beta: up to 500 pages per siteunlimited scans
Michael Daigle
Michael Daigle
Founder • TopicalDrift.com | SemanticSEO.com
Semantic SEO Embeddings Internal Linking Topical Authority

What I build
SEO tools
Best fit
Agencies & publishers
Why I built Topical Drift
I kept seeing “good” pages lose traction because intent drifted and internal links pulled them off-center. I wanted a repeatable way to measure it and fix it.
Run a Scan
Prefer email? Contact me.

Three signals, one truth

Most SEO problems aren’t a lack of effort — they’re a lack of agreement. A page can look “optimized” and still slide because your site is telling Google three different stories at once. Topical Drift exists to spot that disagreement early and turn it into a prioritized checklist.

A: Anchors + link context

Internal links are votes — but the words around those links are the real message. Over time, new links and anchors accumulate and quietly pull a page toward the wrong semantic neighborhood.

B: Body + headings

Pages expand: new sections, FAQs, “helpful” tangents. Eventually the page stops reinforcing one intent. It’s not bad content — it’s content that drifts.

C: Click/query reality (GSC)

Search Console shows what the page is actually earning clicks from. When that query reality stops matching your on-page story, rankings soften and CTR drops.

Drift is highest when A, B, and C stop agreeing.
Topical Drift measures that disagreement in embedding space (grounded with GSC intent signals), then turns it into an action plan: which pages are outliers, which clusters overlap, and which internal links are contradicting your site’s “meaning.”
Output: drift zones, semantic neighbors, link-context mismatches, and a prioritized checklist you can fix — then rescan to confirm improvement.

I’ll walk you through your report

If you run a scan and want help interpreting the clusters, outliers, and mismatches, I’m happy to review it with you. We’ll identify the 3–5 fixes most likely to improve focus, then you can rescan to verify progress.

No pressure — even a quick question is fine. I’m building this in public and feedback shapes the roadmap.

If you want help implementing the fixes

Implementation plan

We’ll review drift zones and overlaps, then turn it into a 3–5 step plan with owners, pages, and exact fixes to test.

Internal linking cleanup

Fix mismatched anchor contexts, strengthen hubs, and reduce contradictory signals between clusters.

Re-centering winners

Tighten pages back toward their winning intent and reduce cannibalization across overlapping topics.

The simplest way to start
Run a scan. Then we can review it together and turn it into a practical plan you can execute.

Quick answers

Run a scan, then send me the report link (or export). I’ll walk you through the drift zones, the biggest cluster overlaps, and the highest-impact link mismatches — and we’ll turn it into an execution plan.

Agencies are a great fit, but I also work with publishers, ecommerce sites, and site owners who want a measurable approach to topical authority.

Minimum: your sitemap (or URL list). Recommended: GSC. If you’ve already run a scan, that’s plenty — I can review the report and tell you the top fixes to prioritize.
Want help deciding what to fix first?
I’ll help you stabilize your winners, reduce cannibalization, and clean up internal link signals.