ai-search-optimization — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited ai-search-optimization (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Google's AI features (AI Overviews, AI Mode) use the same crawl, index, and core ranking as classic Search, plus grounding (RAG) and query fan-out (the model generates related sub-queries and pulls pages for each). There is no separate AI ranking system. Good classic SEO IS AI visibility. Source: developers.google.com/search/docs/fundamentals/ai-optimization-guide.
A page can only surface in AI features if it is:
noindex, in the index, not a duplicate canonicalized awayrobots.txt allows it; JS unblocked so rendered content is visiblenosnippet / max-snippet:0 / data-nosnippet on the content you want quotedNote: meeting every requirement does not guarantee crawl, index, or serving.
| Myth | Reality |
|---|---|
llms.txt / AI text files / ai.txt | Google Search ignores them. Zero benefit. |
| Special markdown / "machine-readable AI" copies | Not used. Serve normal HTML. |
| "Chunk" content into micro-pieces for the LLM | No benefit; harms readability. |
| Write copy specifically for generative AI | Write for people; ranking follows. |
| Chase inauthentic "mentions" / brand name-drops | Not a ranking signal; can be spam. |
| Separate "AEO/GEO ranking system" to game | Doesn't exist. Same index + ranking. |
Not required for AI features, but still recommended — it powers overall SEO and rich-result eligibility. Use valid schema.org JSON-LD: Organization/LocalBusiness, Product, FAQPage, Article, BreadcrumbList. (See seo-technische-seo.)
High-quality, relevant images/video create more opportunities to appear in AI responses. Follow image/video SEO best practices (descriptive alt text, captions, structured data, fast delivery).
Unblock JS, use semantic human-readable HTML (imperfect HTML is fine), reduce duplicate content, fast + mobile page experience, clear separation of main content vs chrome/nav.
AI agents read sites via DOM, accessibility tree, and screenshots. Keep markup accessible and agent-friendly. The Universal Commerce Protocol (UCP) for agentic checkout is emerging — track it for ecommerce clients.
COMMODITY (won't get cited — LLM already knows this):
H1: What is SEO?
"SEO is the practice of optimizing a website to rank higher
in search engines. It includes keywords, backlinks, and
technical optimization."
UNIQUE POV (citable — first-hand, specific, original):
H1: SEO results timeline: what 40 Dutch MKB sites taught us
"Across 40 client sites we launched in 2025, position-1
rankings took a median of 4.5 months. The fastest (6 weeks)
all shared one trait: a LocalBusiness schema + 15+ Google
reviews live at launch. Here is the month-by-month data..."curl -sI https://example.com/page | grep -i 'x-robots-tag' # nosnippet/noindex?
curl -s https://example.com/page | grep -i '<meta name="robots"' # page-level robots
curl -s https://example.com/robots.txt | grep -i 'disallow' # crawl blocks
# Then: Search Console > URL Inspection — confirm "Indexed" + rendered content visible.seo-technische-seo — crawl/index/schema foundation (prerequisite)seo-landing-page-audit — apply this on landing/conversion pagescoding/seo — umbrella; this is the AI-features layerseo-bezoekersmagneet / seo-keyword-strategie — the same signals AI ranking uses~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.