Lesson 28 of 1550
SEO in the LLM-Search Era: Citations Are the New Backlinks
Get your startup cited by ChatGPT, Perplexity, and Google AI Overviews — not just ranked on page one.
Lesson map
What this lesson covers
Learning path
The main moves in order
- 1The citation playbook
- 2LLM SEO
- 3citation mining
- 4answer engines
Concept cluster
Terms to connect while reading
Your future customers are asking ChatGPT and Perplexity for recommendations instead of scrolling Google. If you're a teen founder, the win isn't ranking #1 — it's being the source an LLM quotes back.
Section 1
The citation playbook
- Publish structured, fact-dense pages with clear H2/H3 headings LLMs can chunk
- Add JSON-LD schema (Product, FAQ, HowTo) so answer engines parse you cleanly
- Seed mentions on Reddit, GitHub, and niche forums — LLMs crawl these heavily
- Run monthly Perplexity audits: search your category, log which sources get cited
- Pitch one original data point per quarter (survey, benchmark) journalists will link
Traditional backlinks still matter, but citation frequency inside LLM answers is the new leading indicator. Track it weekly.
Code example
# Perplexity Citation Audit Prompt
You are auditing LLM visibility for {company}.
Queries to run (copy into Perplexity):
1. "best tools for {use case} 2026"
2. "{competitor} alternatives"
3. "how to {job-to-be-done}"
For each query, log:
- Did {company} appear in the answer?
- Which URL was cited?
- Which competitors were cited instead?
- What claim was attributed to each source?
Output a table + a 3-bullet action list.Key terms in this lesson
You've nailed this when a cold prospect emails saying 'ChatGPT told me to check you out' — and you can point to the exact article it cited.
End-of-lesson quiz
Check what stuck
15 questions · Score saves to your progress.
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