Organic search that outlives the next core update

Search architecture read the way the engine reads it — live vector distance, link equity, information gain — so each month builds on the last instead of resetting every time the algorithm moves.

  • Deterministic Data
  • Real-Time Access
  • Update-Safe Architecture
  • Proprietary Analytics
  • Senior Execution
  • Zero Lock-In

Rankings that compound while competitors reset

Core SEO Capabilities

Rankings engineered to survive core updates and capture buyers, not just traffic. Each month builds on the last instead of starting over.

Entity & Semantic Architecture
Topical maps aligned with the Knowledge Graph
Keyword & Intent Research
Semantic clusters & demand mapping
Authority & Link Equity
Links scored by equity that actually transfers
Technical & Rendering Forensics
Crawlability & Core Web Vitals
SEO Strategy
Growth roadmap & search resilience
SEO Audit
Algorithmic Risk Assessment
Update Resilience & Recovery
Continuous volatility & risk monitoring
SXO & Conversion Optimization
Optimizing user intent for ROI
Generative & AI Visibility (LLM Citability)
Passage-level citability for AI answers
Total Transparency

You get the login, not a screenshot

No case studies. Just the data you'll see on day one.

You see what search engines see, in real time. No black-box reporting or delayed monthly PDFs. Track live vector distance, backlink equity, and core metrics inside our proprietary analytics platform.

◆ Live Data Sync ◆ Zero Black-Box Reporting ◆ Real-Time Engine Audit
Information Gain & vector analysis — originality index and echo detection
Content authenticity & E-E-A-T audit — AI likelihood, content quality and trust signals
AI visibility diagnostics — share of voice and citation tracking across AI engines

Link Equity & Toxicity

Every link decision starts here. Instead of trusting DR, you see which donors carry authority and which carry the signals Google discounts — before money moves.

What you see
  • No link bought blind. Every donor scored before money moves: network fingerprint, hosting, paid-placement signals, on-niche or filler. Sellers can't argue with a shared ad ID.
  • Every placement verified after it goes live. Still indexed, still on the page, still the agreed anchor — checked and logged, so a dropped link is caught in a week.
  • An anchor profile steered month over month. Distribution tracked against the over-optimization line as links come in, so growth never drifts into the pattern a manual review looks for.
Your link budget, judged by the authority a donor actually carries.

Information Gain & Coverage Map

Before we write or brief a page, it's scored here: what the top already says, where it's silent, and which paragraphs of a draft would only echo what already ranks.

What you see
  • We brief only pages that can add something. Every sub-question of the query checked against the live top before a word is written: silent, shallow, or contested. If the top has said it all, we don't write it.
  • Editing decided by the score, not by taste. Each draft paragraph marked add / echo with the competitor passage shown — live, while writing. What echoes gets cut.
  • Progress against your own baseline. Every rewrite re-checked on the same saved set of top pages, so the movement is your edits, not SERP drift.
Every paragraph earns its place on the page, or the editor cuts it.

Content Authenticity & E-E-A-T

As we produce and update content, every page is held to the citability bar: facts, sources and first-hand signals AI engines can attribute.

What you see
  • Nothing ships without a source. Every assertion gets a data point, a named source or first-hand detail before publish — or it's cut.
  • Service and product pages held to the buyer's checklist. What the top offers a buyer — price, terms, proof, named people — checked against yours before launch; every claim paired with its proof.
  • An AI-pattern gate on every page. Nothing goes live reading machine-written — the same signals Google and answer engines score, run before publish.
A page ranks on what it can prove, not on how many words it runs.

Full Coverage

The dashboard we open every week of the engagement: traffic, positions, competitors and backlinks for the domain, with Search Console beside the estimates — the same view your team sees.

What you see
  • The trend, and what's driving it. Organic traffic and keyword history by month, position bands, new / up / down / lost keywords — plus Search Console: striking-distance queries, cannibalisation and decaying pages.
  • Competitors tracked, not just listed. Keyword gap against the closest rival, traffic share and momentum over 6 and 12 months, so a competitor's growth is caught while it's still a gap you can close.
  • Authority and risk in one profile. Referring domains, anchors and new / lost links by month, a Link Risk score with its factors — and the topics that actually carry your traffic.
One source of truth for the whole engagement: the same one we work in.

AI Visibility Diagnostics

Month over month, you watch where your brand is cited across six AI engines, and which roadmap items move those citations.

What you see
  • AI citations tracked across six engines. ChatGPT, Perplexity, Gemini, Claude, Grok and Google AI Mode: recommended, listed, or the option to avoid — and who gets the answer when you're absent.
  • Which shipped items moved citations. Each roadmap item tied to the queries it targeted; you see the citation change after it went live.
  • The gap closing, as a trend. Your share of AI answers versus named competitors, per engine, per month — widest gaps at the top of next month's roadmap.
Rankings are the floor. AI citations are where the next demand forms.
More in the platform Targeted engineering tools built for high-stakes technical scenarios.
Internal Link Analyzer
Orphan pages, click depth, broken links, redirects, noindex and canonical mismatches across up to 5,000 URLs — with content links and navigation links counted separately, the way Google weights them.
Pre-Migration Complex Web Apps
JS-Rendered Crawl & Technical Check
Headless-Chrome crawl for React, Next.js and Vue sites — links and content as Googlebot renders them — plus per-URL indexability, Core Web Vitals, structured data, hreflang and AI-crawler access.
Complex Web Apps
Redirect Chain & Loop Inspector
Bulk detection of multi-hop redirect chains, loops and canonical conflicts across the URL map, up to 500 URLs per run.
Pre-Migration M&A Due Diligence
Indexation Coverage Check
Indexed or not, URL by URL across the sitemap in Google and Bing — the first signal to read after a drop.
Post-Update Drops
Schema Validation & Generator
Structured data validated per URL, and valid JSON-LD generated for 15 types with required and recommended properties checked as you type.
Complex Web Apps Pre-Migration
Content Audit & AI-Footprint Scan
Every article graded on depth, E-E-A-T signals and genre fit; AI-generated share per page; keyword cannibalization and freshness across the whole blog — keep / rewrite / delete as a named list.
M&A Due Diligence Post-Update Drops
The Engineering Standard

Every move traces back to something we can show you

Every recommendation we push must answer three strict criteria before deployment:

Prove It
Grounded in Data
Grounded in live vector and algorithmic data from your own SERP, not a playbook of generic best practices.
Measure It
Deterministic Metrics
Clear baseline tracking with deterministic metrics before and after.
Explain It
Transparent Logic
Transparent logic your engineering and product teams can validate.
Zero Lock-In Model

Retained by results, month after month

We earn our retainer every month. You stay because the architecture drives growth, not because a legal contract forces you to.

01
Paid Audit & Strategy
What it means
You see what we found and what we'd do, before any ongoing commitment.
02
Full Platform Access
What it means
Full access to Algorithm from day one; verify our thinking yourself.
03
We Start Working (Month 1)
What it means
Technical fixes, on-page, keyword research, new pages, content, blog review.
04
You Watch, Then Decide
What it means
See the work in real time and decide whether to continue, month by month.
Built For Scale

Built for products where search is the business

SaaS B2B High-Scale E-Commerce FinTech Complex Web Apps Real Estate Service Businesses

You talk to the engineers doing the work, not an account manager

Direct Senior Leadership

Your strategy is built and executed directly by senior specialists and platform creators. You talk to the people doing the work, not an account manager relaying it.

Roman Makuev
Roman Makuev
10+ years in search & digital design, creator of Algorithm, focused on high-scale digital products.

Send us your domain. We'll run a quick initial look and tell you honestly where the real search equity is. No pitch, no pressure.

Frequently Asked Questions

Before You Ask

Nothing to install, no engineering lift on your side. Your product, growth and engineering teams get full login access to the Algorithm platform from day one, so every metric and vector distance in the reporting is one they can open and check themselves.

No. We sit on top of your team as the senior search layer. We turn the algorithmic risks into concrete specs your developers can act on — pull requests, DOM changes, SSR/SSG rendering — and work alongside them while they ship, rather than handing over a document and leaving.

You keep everything. The audit findings, the semantic map, the roadmap and the schema work from Month 1 are yours to walk away with. No contract that traps you, nothing locked behind our tools.

Commercial tools read scraped, month-old data and lean on proxy numbers like DR and Search Volume. We read the things those numbers stand in for: live vector distance, passage-level information gain, whether a link's equity actually reaches the page, and what the crawler renders after JavaScript. That's where the problems are, before they show up in revenue.

Ready to build search equity that lasts?

No sales pitch. We won't show you cherry-picked case studies. Send us your domain and we'll run a live algorithmic audit. You decide.