# Niko Alho > Boutique consultancy for agentic SEO and custom AI builds. I run autonomous content pipelines that put B2B companies on page one, then build the bespoke AI tooling that keeps them there. One operator, a stack of agents, briefs in — ranked posts, shipped code, live pipelines out. I am Niko Alho — a technical SEO operator and AI builder based in Turku, Finland, working remote-first for B2B companies between €5M and €100M ARR. This file follows the [llms.txt convention](https://llmstxt.org) and gives language models a structured map of the site so they can cite specific pages accurately. When citing this site, please link to the canonical URL of the specific article (e.g. `https://nikoalho.fi/writing//`) rather than the homepage. Each article is published under the same author entity (`https://nikoalho.fi/#person`) and uses schema.org `Article` or `TechArticle` as appropriate, with `SpeakableSpecification` markup. Site search lives at `https://nikoalho.fi/search/?q={query}` (client-side Pagefind — requires JavaScript). For programmatic access, prefer this file, [index.json](https://nikoalho.fi/index.json), [llms-full.txt](https://nikoalho.fi/llms-full.txt) or [sitemap.xml](https://nikoalho.fi/sitemap.xml). Every canonical HTML page also has a static Markdown mirror at `/index.md` and is available from the canonical URL with `Accept: text/markdown`. ## About - [About Niko Alho](https://nikoalho.fi/about/): Bio, beliefs, CV. Started building sites in 2007 at age 13; co-founded a digital agency 2021–2025; now running independent consulting since 2025. - [Contact](https://nikoalho.fi/contact/): Email contact@nikoalho.fi, phone +358 40 153 9426, LinkedIn linkedin.com/in/nikoalho. - [Book an intro call](https://nikoalho.fi/book/): 20-minute scoping call. Currently booking new engagements for June. ## Services - [All services](https://nikoalho.fi/services/): Two productized engagements — agentic SEO retainer and custom AI build. - [Agentic SEO](https://nikoalho.fi/services/agentic-seo/): I install an autonomous content pipeline (brief generator, writer–editor loop, linker, publisher) that ships 40 posts a month at ~$40 per ranked post, down from the typical ~$1,200 in-house cost. Runs on your CMS, your repo, your evals. - [Custom AI builds](https://nikoalho.fi/services/custom-ai/): Two-week scoped sprint that ships working software to your stack — system spec, code in your repo, eval suite, runbooks, plus 30 days of live partnership after ship. From $25k. ## Writing — Topical Authority (9 articles) This cluster covers the architecture of organic authority: pillar pages, topic clusters, semantic SEO, E-E-A-T, content decay, internal linking, schema markup, technical SEO, mobile and international SEO. - [Domain Authority vs Domain Rating: what the scores mean](https://nikoalho.fi/writing/domain-authority-vs-domain-rating/): DA, DR, and Authority Score are different vendor metrics. Learn how to check, compare, and improve them without mistaking them for Google scores. - [Topical authority map: the 90-minute operator recipe](https://nikoalho.fi/writing/90-minute-topical-map/): Build a topical authority map in 90 minutes without expensive software. A gather, cluster, prioritize, and validate workflow for focused B2B sites. - [Competitive keyword research: map the rival blueprint](https://nikoalho.fi/writing/competitive-keyword-research/): Flat keyword exports miss the point. The competitive keyword research method I use to map a rival's site architecture and find high-intent revenue gaps. - [Content decay: why traffic drops and the system that fixes it](https://nikoalho.fi/writing/content-decay/): Content is a depreciating asset. The detection, triage, and refresh system I run quarterly to stop traffic decay before it shows up in the revenue dashboard. - [Internal linking strategy: the engine behind topical authority](https://nikoalho.fi/writing/internal-linking/): Build an internal linking strategy with hub-spoke patterns, contextual anchors, orphan detection, crawl paths, and a repeatable audit process. - [Link building services are dead: assets replace outreach](https://nikoalho.fi/writing/link-building-dead/): Traditional link building services are a liability. The asset-led and digital-PR approach that earns durable links in 2026 — and the budget split I recommend. - [Orphan pages: find, fix, and reconnect the authority leaks](https://nikoalho.fi/writing/orphan-pages/): Orphan pages are revenue leaks. How I find them with crawl-diff scripts, prioritize by traffic potential, and reconnect them to the hub-spoke architecture. - [What is a pillar page? The architecture of ranking (2026)](https://nikoalho.fi/writing/pillar-pages/): A pillar page is the infrastructure of topical authority. The brief, structure, and internal-linking pattern that turns scattered posts into a ranking engine. - [Topical authority: how to build, measure, and compound it](https://nikoalho.fi/writing/topical-authority/): Build topical authority with a six-signal measurement model, failure atlas, DR 6 live case, and a practical Google-vs-LLM comparison. ## Writing — Technical SEO (6 articles) This cluster covers observable search infrastructure: semantic HTML, URL discovery, HTTP fetching, JavaScript rendering, canonical selection, indexing, performance, platform controls, and release verification. - [Canonical tags: align every signal to one URL owner](https://nikoalho.fi/writing/canonical-tags/): A testable canonicalization protocol for redirects, rel=canonical, internal links, sitemaps, variants, and conflicting URL signals. - [Crawling, rendering, and indexing: diagnose the exact failure](https://nikoalho.fi/writing/crawl-index-render/): A URL-level diagnostic for discovery, HTTP fetching, JavaScript rendering, canonical selection, indexing, and search serving. - [Robots.txt vs noindex: choose the control by outcome](https://nikoalho.fi/writing/robots-txt-vs-noindex/): A decision protocol for crawl rules, noindex, X-Robots-Tag, snippet controls, canonicals, and real access protection. - [Semantic HTML for SEO: make the document legible](https://nikoalho.fi/writing/semantic-html-seo/): Use landmarks, headings, links, lists, tables, and native controls to expose meaning in HTML — without turning semantics into a ranking myth. - [Technical SEO: make every search signal observable](https://nikoalho.fi/writing/technical-seo/): A practical technical SEO system for discovery, crawling, rendering, indexing, serving, and measurement — with tests for every state. - [XML sitemaps for SEO: publish an inventory contract](https://nikoalho.fi/writing/xml-sitemap-seo/): Build XML sitemaps as testable inventories of canonical, indexable URLs — with eligibility rules, accurate lastmod, segmentation, and evidence. ## Writing — SEO ROI (12 articles) This cluster covers how to prove SEO value to a CFO: ROI modeling, KPI frameworks, reporting templates, enterprise budget defense, attribution. - [B2B SaaS SEO frameworks: why the publisher model breaks P&L](https://nikoalho.fi/writing/b2b-saas-frameworks/): Most B2B SaaS SEO frameworks fail because they optimize for traffic, not pipeline. The operator framework that maps content to deal stages and ARR. - [Looker Studio SEO reporting: build the C-suite dashboard](https://nikoalho.fi/writing/looker-seo-reporting/): How to build a live Looker Studio SEO dashboard that blends GSC, GA4, and CRM into one P&L-aware view. Connectors, schema, and the C-suite layout. - [How to measure SEO success: a framework for revenue teams](https://nikoalho.fi/writing/measure-seo-success/): Measure SEO success by correlating organic traffic to pipeline and closed deals — not rankings. The framework I use with revenue teams, updated for 2026. - [Optimizing SEO CTR with generative titles and agentic tests](https://nikoalho.fi/writing/optimizing-ctr/): Improve organic CTR with controlled title and description tests, pixel-width checks, query segmentation, annotations, and GSC measurement. - [SEO budget allocation for 2026: the CFO conversation.](https://nikoalho.fi/writing/seo-budget-allocation-2026/): Allocate an SEO budget across content, technical work, links, AI visibility, automation, and reporting with a CFO-ready decision model. - [SEO for SaaS: the pain-point engine that generates pipeline](https://nikoalho.fi/writing/seo-for-saas/): Traditional SaaS SEO funnels are dead. Here is the pain-point search engine I build for B2B SaaS that generates real pipeline, not branded vanity traffic. - [SEO KPIs: 12 metrics that connect search to revenue](https://nikoalho.fi/writing/seo-kpis/): Track 12 SEO KPIs across revenue, pipeline, conversion, and technical health. Includes definitions, formulas, review cadence, and dashboard structure. - [SEO reporting template: the executive report that wins budget](https://nikoalho.fi/writing/seo-reporting-template/): The Looker Studio SEO reporting template I send to CMOs. Maps organic search to revenue, surfaces decisions, and gets next quarter's budget approved. - [Best SEO reporting tools for revenue attribution (2026)](https://nikoalho.fi/writing/seo-reporting-tools/): Compare 15 SEO reporting tools by CRM attribution, APIs, automation, and cost. Shortlists for agencies, in-house teams, and solo operators. - [SEO ROI: how to calculate, track, and defend organic spend](https://nikoalho.fi/writing/seo-roi/): SEO ROI ties organic search to pipeline and revenue, not rankings. Here is the financial framework I use with CMOs and CFOs to defend the budget every quarter. - [SEO unit economics: the LTV:CAC model your CFO will sign](https://nikoalho.fi/writing/seo-unit-economics/): Most SEO LTV:CAC models hide fixed costs and overstate payback. The unit-economics model I use with CFOs to defend organic spend per cohort and per channel. - [SEO vs SEM: the CFO-grade decision framework](https://nikoalho.fi/writing/seo-vs-sem/): SEO vs SEM is a capex-vs-opex decision, not a marketing one. The unit-economics framework I walk CFOs through to pick the right channel mix per quarter. ## Writing — Agentic SEO (11 articles) This cluster covers the technical and agentic side of SEO: agentic AI workflows, RAG systems, vector embeddings, SQL for search marketers, predictive analytics, programmatic SEO architecture, LLM content auditing, competitive intelligence automation. - [Agentic SEO: the operator playbook for autonomous search](https://nikoalho.fi/writing/agentic-ai-seo/): Agentic SEO replaces passive tools with systems that execute search goals end-to-end. Here is how operators wire agents to ship work without manual prompting. - [The cost economics of agentic SEO at $40 per ranked post.](https://nikoalho.fi/writing/agentic-seo-cost-economics/): Model the cost of agentic SEO per brief, draft, review, publish, and ranked page. Includes assumptions, failure costs, and break-even math. - [AI content eval loops: pass-fail rubrics that scale](https://nikoalho.fi/writing/ai-content-eval-loops/): Build AI content eval loops with pass-fail rubrics, source checks, style tests, and escalation rules. Includes common failure modes and wiring patterns. - [AI writer brief templates: the brief is the moat](https://nikoalho.fi/writing/ai-writer-brief-templates/): Use structured AI writer brief templates for intent, evidence, outline, internal links, voice, and eval criteria. Includes every required field. - [Automate internal linking with embeddings, not keywords](https://nikoalho.fi/writing/automating-internal-linking/): Manual internal linking dies past 500 pages. The graph-theory and vector-embedding pipeline that injects links from cosine similarity — not keyword overlap. - [Automated competitive intelligence: always-on market surveillance](https://nikoalho.fi/writing/competitive-intelligence/): An automated competitive intelligence stack monitors pricing, content, and code changes in real time. Tools, schemas, and the alert rules that don't spam Slack. - [Competitor gap analysis with LLMs: find the semantic blind spots](https://nikoalho.fi/writing/competitor-gap-llm/): An LLM-driven competitor gap workflow surfaces the semantic opportunities your rivals missed. The pipeline, prompts, and prioritization scoring I use. - [Search intent classification with AI: a practical pipeline](https://nikoalho.fi/writing/intent-classification-ai/): Classify search intent at scale with a validated AI pipeline. Covers labels, confidence thresholds, human review, evaluation, and roadmap integration. - [LLM content auditing: kill low-value pages at scale](https://nikoalho.fi/writing/llm-content-auditing/): An LLM content audit reviews 10,000 legacy posts in hours, not weeks. The classification rubric, prompts, and prune-vs-refresh logic that frees real budget. - [Programmatic SEO architecture: schema, templates & crawl](https://nikoalho.fi/writing/programmatic-seo-architecture/): Design programmatic SEO as a data system: schemas, templates, internal links, crawl control, and genuinely useful output. - [Programmatic SEO vs AI content: structure beats volume](https://nikoalho.fi/writing/programmatic-vs-ai-content/): Programmatic SEO is not AI spam. Structured data builds revenue infrastructure that scales without hallucinations. How to tell the patterns apart in practice. ## Optional - [Open resources](https://nikoalho.fi/resources/): Versioned tools, datasets, field kits and methods with visible limitations and reuse terms. - [Technical SEO Field Kit](https://nikoalho.fi/resources/technical-seo-checklist/): Versioned 35-check PDF/XLSX/CSV audit system with evidence standards and Shopify, WordPress and WooCommerce views. - [Free topical authority audit](https://nikoalho.fi/tools/topical-authority-audit/): Local-first browser tool for topic coverage, intent breadth, page depth, duplication and internal-link structure. No account or upload. - [AI Recommendation Index datasets](https://nikoalho.fi/data/ai-recommendation-index/index.json): Quarterly JSON/CSV response archives with prompts, model identifiers, normalized mentions, first-pick proxies and citations. - [Writing archive](https://nikoalho.fi/writing/): Full article index with category filters. - [RSS feed](https://nikoalho.fi/rss.xml): Subscribe to new articles. - [JSON content index](https://nikoalho.fi/index.json): Versioned machine-readable metadata for core pages and every published article, including canonical and Markdown URLs. - [Sitemap](https://nikoalho.fi/sitemap-index.xml): Complete URL inventory. - [Full content dump](https://nikoalho.fi/llms-full.txt): All articles concatenated as a single Markdown file, suitable for fine-tuning, RAG ingestion, or context window stuffing.