Forensic content diagnosis with mathematical evidence, URL by URL
Identify which URLs are destroying your authority, cannibalizing each other or algorithmically penalized. We don't tell you something is wrong — we tell you which exact URL, why, and in what order to fix it.
of corpus analysis
by mathematical evidence
with implementation session
in the final report
Is your website losing visibility?
Most websites losing organic traffic have already paid for SEO audits. The problem isn't lack of information — it's that those reports just say something is wrong without specifying where, why, or what to do tomorrow. Six months later the issue is still active and your SEO investment isn't moving the needle.
Cannibalization
Multiple URLs competing for the same keywords and hurting each other in the SERPs.
Duplicate or overlapping content
Partially identical pages that confuse Google's algorithm and dilute your ranking signals.
Algorithmic penalties
Specific URLs penalized by Helpful Content, Panda or spam updates without you knowing.
Low-quality AI content
AI-generated content algorithmically detectable as thin content with telltale AI patterns.
Wasted internal linking
Orphan pages and internal PageRank imbalances that throttle your site's authority.
Why traditional audits fail
They tell you «you have duplicate content», «your site has cannibalization» or «some URLs are penalized» — but they don't tell you which 127 exact URLs are affected, why Google considers them duplicates or has penalized them, which one should survive, or how to consolidate them without losing traffic during the process. Result: six months later the problem is still active and your SEO investment isn't moving the needle.
4 dimensions of forensic analysis
Each dimension covers a different attack vector. Together, they give you a complete picture of your site's real health and a concrete priority order for fixes.
Internal competition
We identify every page on your site competing against another for the same searches and hurting each other. We determine which one should survive and how to consolidate them.
- TF-IDF + SBERT embeddings analysis
- N-gram overlap detection
- Canonical URL decision per conflict
- Consolidation plan with zero traffic loss
Toxic URLs
Pages that destroy your domain authority, attract penalties, or are already directly penalized by Google's algorithms.
- Algorithmically detectable thin content
- Spam update patterns
- Classified by severity
- Prioritized by business impact
Algorithmic signals
We correlate every Google update and official paper, then identify which pages show algorithmically detectable patterns.
- Measurable low lexical diversity
- Repetitive trigram patterns
- Helpful Content Update correlation
- Evidence from Google's official papers
Authority flow
We analyze how weight is distributed across pages: orphan pages, PageRank imbalances and improvement opportunities at zero external cost.
- Detected orphan pages
- Internal PageRank imbalances
- Opportunities at zero external cost
- Internal linking plan with optimal anchors
Cannibalization map before and after the diagnosis
Anonymized real case. Corporate site with 340 URLs in the B2B services sector. State of the topic cluster before the forensic diagnosis and after applying the prioritized consolidation plan delivered.
3 weeks, no surprises
From data access to the implementation session with your team. Fixed timelines, clear deliverables, no delays.
The three weeks of the forensic process, milestone by milestone
The forensic diagnosis is a sequential, closed-end process, not a recurring service. Three weeks from data access to the implementation session with your team. Here is the full trajectory:
Access & analysis
Full site crawl, actionable report extraction and NLP analysis of the content corpus. Without this, any diagnosis is blind.
Diagnosis & classification
Issue identification by dimension, classification by severity, prioritization by business impact and drafting of the technical report with all the evidence.
Delivery + session
Delivery of the PDF report + Excel with affected URLs, problem, recommended action and status. 60-90 min session until your team can implement without doubts.
Want to know what's holding your SEO back?
Full forensic diagnosis in 3 weeks with an actionable URL-by-URL plan and implementation session included.
Five reasons we stand apart
Unique methodology
No service like this exists in the SEO market. Proprietary methodology developed and refined on real projects, not test environments.
Mathematical evidence
Every recommendation comes with the scientific, mathematical and algorithmic evidence that justifies it. We don't ask for faith — we ask you to trust your own data.
Technical judgment
We don't sell tools or generic reports. We sell technical judgment and full professional responsibility over the final diagnosis.
Real experience
Specific experience recovering websites hit by Google algorithm updates, validated against real cases.
Implementation session
We don't deliver the report and disappear. We work with you until your team can implement every recommendation without doubts.
Traditional audit vs forensic diagnosis
If you've paid for SEO audits before and the problem is still active, this is the concrete operational difference:
| Feature | Traditional audit | Forensic diagnosis |
|---|---|---|
| Specifies exact affected URLs | × | ✓ |
| Identifies real cause (not just symptom) | × | ✓ |
| Mathematical and algorithmic evidence | × | ✓ |
| URL-by-URL action plan | × | ✓ |
| Priority order by business impact | × | ✓ |
| Implementation session included | × | ✓ |
| Actionable checklist for your tech team | × | ✓ |
| Implementation clarity guarantee | × | ✓ |
Forensic coverage vs traditional audit
A traditional SEO audit partially covers one or two dimensions. The forensic diagnosis covers all four with the same analytical depth. Here is the difference visualized:
Implementation guarantee
If after receiving the report there's any recommendation your team can't implement with total clarity after the session, we resolve it in an additional session at no extra cost.
Our success isn't delivering the report. It's seeing it implemented.
What everyone asks before getting started
How is this different from a traditional SEO audit?
How long does the full diagnosis take?
What if my team can't implement the recommendations?
Does this service include fixing the problems?
What's the price of the diagnosis?
What kind of website is this service ideal for?
How do I know my site really has problems?
What's the difference between this and Ahrefs or Screaming Frog?
Your site might be losing traffic right now
Find out exactly why with scientific, mathematical and algorithmic evidence. Full diagnosis in 3 weeks with actionable URL-by-URL plan.