Your SEO Skills, Translated for AI
Everything you know about search optimization still matters — but AI engines play by different rules. This guide bridges the gap so you can get up to speed fast.
The 3 Biggest Differences
PageRank & backlinks
Authority flows through inbound links. More high-DA links = higher rank.
Citation frequency & trust
AI engines prioritize sources they've seen cited across reputable contexts — not just linked to.
Rank for keywords
Optimize title tags, H1s, and keyword density to match search intent.
Be the answer
Write content that directly answers questions in a format AI can extract and quote verbatim.
SERP position & CTR
Rank #1, achieve high click-through rate. Track impressions in GSC.
Mention rate & sentiment
How often does your brand appear in AI answers? With what sentiment? That's your new KPI.
Skills Translation Guide
| Traditional SEO | AI Equivalent | What Changed |
|---|---|---|
| Keyword Research | Query Intent Mapping | Map the questions users ask AI engines, not just search terms. Questions ≠ keywords. |
| Backlink Building | Citation Seeding | Get mentioned on high-authority pages AI engines have already indexed as trustworthy sources. |
| Technical SEO | Structured Data + Schema | Schema markup helps AI engines understand your content's context and extract facts accurately. |
| Meta Descriptions | Summary Paragraphs | Lead each section with a self-contained answer paragraph that AI can quote directly. |
| Internal Linking | Topical Authority Clusters | Deep, comprehensive content clusters signal expertise to AI — not just navigation structure. |
| Crawl Budget | llm.txt Configuration | A machine-readable llm.txt file tells AI crawlers which pages represent your brand's core content. |
| Page Speed / Core Web Vitals | AI Readability Score | Content clarity, factual density, and source credibility determine whether AI will cite your page. |
| Google Search Console | Search Console + AI answer tracking | Not a swap — you keep GSC and connect it. On every plan, including free, LLM Metrix joins your real Google queries and landing pages to what AI engines cite, so you can see which pages rank but are never cited. |
Quick Wins by Timeline
- Audit your top 5 pages for question-answer format — rewrite intros to directly answer the page's main query
- Add FAQ schema to any page targeting informational keywords
- Generate and publish your llm.txt file (use our free generator)
- Run a baseline visibility scan to see your current mention rate
- Identify 10 high-intent questions your target audience asks AI engines and create dedicated answer pages
- Build a citation seeding outreach campaign targeting editorial mentions on industry blogs and news sites
- Implement entity-level structured data (Organization, Product, Person) on your key pages
- Set up competitor visibility monitoring to track where you're losing market share in AI answers
- Develop a comprehensive topical authority cluster on your core subject matter
- Launch a systematic GEO content calendar — one answer-optimized page per week
- Establish a brand monitoring workflow for hallucinations and negative AI associations
- Run an A/B test: compare citation rates for content with vs. without summary paragraphs
New Metrics to Add to Your Reporting
Mention Rate
What % of relevant AI queries include your brand in the response
Visibility Score
Composite 0–100 score across position, frequency, and sentiment
Citation Sources
Which of your pages AI engines are citing as sources
Sentiment Score
Whether AI engines describe your brand positively, neutrally, or negatively
Common Mistakes SEO Pros Make in AI Search
Where to Go Next
Run the AI visibility audit
The reproducible query-by-query audit framework
Read your Search↔AI gap
Where Google ranks you but no engine cites you
Connect Search Console
Step-by-step: first-party Google measurement
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