GEO + AEO + LLM SEO Entity-First Methodology Case Study Backed

AI Search Optimization - Get Cited in ChatGPT, Perplexity, Gemini, AI Overviews

Last updated:

Search traffic is moving into AI chatbots. I help brands show up in the generated answers people actually see - through entity-first SEO, schema engineering, and authoritative citation strategy. The same methodology that ranked SmartPuja for 487 keywords and Dookan for 205 top-3 keywords. AI citations and Google rankings share 80% of the same foundation.

Proof Metric
692
↑ Top 3 Keywords
Combined SmartPuja + Dookan (Google)
AI Platforms
5+
Tracked
ChatGPT, Perplexity, Gemini, Claude, AI Overviews
Enterprise Shift
94%
↑ Increasing GEO Spend
US enterprises in 2026
Experience
8+
Years Since 2016
Entity-first SEO specialist
The 80/20 Truth

Why Most "GEO" Work Is Already SEO

Here's what the agencies selling $10,000/mo "GEO-only" retainers don't want you to know: GEO, AEO, and LLMO share about 80% of the same tactics as traditional SEO. The differences are packaging and the specific platforms being targeted - not the underlying methodology.

If your Google rankings are strong, you already have 80% of GEO done. The remaining 20% that actually moves AI citations is:

  1. Entity graph clarity - Can an LLM understand exactly what your brand does, which category it belongs to, and which experts/places are connected to it?
  2. Schema.org structured data tuned for AI parsing - ProfessionalService, LocalBusiness, Organization with sameAs (LinkedIn, Wikipedia, Google Maps CID), FAQPage, Review, AggregateRating.
  3. Authoritative 3rd-party citations - Wikipedia, news sites, industry publications. Not Reddit "seeding" (see FAQ below for why).
  4. E-E-A-T signals that AI can extract - named author with credentials, published/reviewed dates, verifiable PostalAddress + social profiles, real case studies with measurable outcomes.

All four of those items are what I've been doing for 8 years on traditional SEO projects. GEO is the same work, now consciously aimed at LLM retrieval instead of only Google ranking.

Service Scope

What's Included

Month 1

AI Visibility Baseline Audit

  • Prompt-based citation scan across ChatGPT, Perplexity, Gemini, Claude
  • AI Overview share-of-voice measurement via GSC
  • Entity graph gap analysis
  • Schema.org audit with LLM-parsing focus
  • Top 3 competitors' AI citation patterns
Month 1-2

Entity & Schema Engineering

  • ProfessionalService / Organization / Person schema with sameAs
  • FAQPage + HowTo + Review schema on commercial pages
  • Author bio pages with credential schema
  • Wikidata / Wikipedia entity work where applicable
  • Knowledge Panel optimization for branded queries
Month 2-3

Content Restructuring for AI Parsing

  • Definitional lead paragraphs (what AI tools extract first)
  • Clear heading hierarchy (h1 → h2 → h3)
  • Factual citations with source + date + author
  • Embedded Q&A blocks tuned for direct-answer queries
  • E-E-A-T reinforcement (dated reviews, expert quotes)
Ongoing

Monitoring & Iteration

  • Monthly AI citation rate tracking (LLMrefs / manual prompts)
  • AI Overview impression tracking in GSC
  • Competitor AI-visibility monitoring
  • Quarterly schema refresh as AI platforms evolve
  • Monthly report with recommendations
Honest Scoping

Who This Is & Isn't For

✓ Good fit
  • B2B SaaS, services, or e-commerce brand with an existing website
  • Target audience uses ChatGPT / Gemini / Perplexity for research before buying
  • Traditional SEO is already functioning (Google rankings exist; AI visibility is the gap)
  • Brand has real product, real expertise, and real customer evidence
  • You're prepared for a 3-6 month horizon, not "results next week"
  • You want to know exactly what's being done and why
✗ Not a fit
  • Brand new site with no baseline authority (foundations needed first)
  • You want someone to seed Reddit/forums to manufacture AI citations (it doesn't repeatably work)
  • Zero Google rankings yet (GEO can't fix what SEO hasn't built)
  • Pure keyword stuffing or programmatic AI-generated pages (AI engines penalize this)
  • Expectation that AI traffic replaces Google immediately (it supplements, not replaces)
  • Budget below $2,500/mo for ongoing work (Fiverr $50 gigs exist; they're the right tier for that budget)
Pricing

Engagement Options

All pricing in USD. Actual rates for your business depend on industry competitiveness, existing site state, and geographic scope.

One-Time

AI Visibility Sprint

from $3,500
  • 30-day audit + implementation
  • AI citation baseline
  • Entity + schema overhaul (up to 50 pages)
  • 1 month of post-sprint tracking

Best for: testing the methodology before committing to retainer.

Most Common
Monthly Retainer

AI Search Optimization

$2,500-5,000/mo
6-month minimum commitment
  • Everything in the Sprint, plus ongoing monitoring
  • Monthly content restructuring (5-10 pages/mo)
  • Quarterly schema refresh
  • Monthly AI citation tracking report
  • Competitor monitoring

Best for: mid-market brands committed to AI search as a channel.

Bundle

SEO + AI Search

$4,000-7,500/mo
6-month minimum commitment
  • Full traditional SEO (local + technical + on-page)
  • + AI Search Optimization (all of the above)
  • Combined strategy so AI and Google work together
  • Unified reporting

Best for: brands starting SEO + AI at the same time.

Honest Answers

Questions Worth Asking

What's the difference between GEO, AEO, LLMO, and AI SEO?

They share ~80% of the same tactics. GEO (Generative Engine Optimization) targets ChatGPT, Perplexity, Gemini, Claude. AEO (Answer Engine Optimization) targets direct-answer SERPs and AI answers. LLMO (LLM Optimization) specifically targets large language models. AI SEO is the umbrella term. The distinction is mostly packaging - the work (entity markup, schema, E-E-A-T signals, authoritative citations) is the same.

Do I need GEO if my traditional SEO already works?

Strong Google SEO = 80% of GEO already done. Entity schema, structured content, and E-E-A-T signals translate directly. The 20% gap is: schema.org structured data optimized for AI parsing, authoritative 3rd-party citations, and measurable AI-citation tracking. If your Google rankings are strong but you don't show up in ChatGPT answers about your category, that 20% is the fix.

Should I pay someone to seed Reddit threads to get cited by AI?

No. Data shows 80% of Reddit threads cited by AI have fewer than 20 upvotes, and the average age of a cited Reddit post is about 900 days. LLMs surface historical, established consensus - not manufactured virality. Agencies promising to "seed Reddit for LLM citations" are selling something that doesn't repeatably work. If your brand has authentic, multi-year Reddit presence, that's real. Shortcuts aren't.

How do I measure AI search visibility?

Track citation rate across ChatGPT, Perplexity, Gemini, and Claude for your target queries. Tools include LLMrefs, LLMFY, Sight AI. Supplement with manual prompt testing (ask ChatGPT your category query, check if your brand is cited). Monitor Google Search Console for AI Overview impressions. Track share-of-voice over time, not one-off snapshots.

How long until I see results?

Citation rates typically improve 25-40% in the first quarter after implementing GEO strategy. Entity graph and schema changes show up in AI results within 30-45 days. Full category authority takes 3-6 months for competitive markets.

Why not buy a $50 Fiverr GEO gig?

They exist, and for a single blog post maybe that's enough. But at $50 nobody runs a proper entity-graph analysis, competitor AI-citation benchmark, or 30-day tracking cycle. You get what you pay for. If budget is genuinely under $500, start with my free audit - I'll tell you honestly whether DIY / Fiverr tier makes more sense for your stage.

Sources & Further Reading

Citations selected for relevance to this page. External links open in a new tab.

Free AI Visibility Audit

Book Your Free AI Visibility Audit

I'll run manual prompts across ChatGPT, Perplexity, Gemini, and Claude for your target queries, check your schema + entity graph, and tell you exactly what it would take to show up in the AI answers your customers are reading. 2-hour analysis. 90-second ask. No sales call.

2 of 4 audit slots remaining this week

Request your free AI search visibility audit

Replies within 24 hours from me directly.
24h replyNo sales callNo credit card

Prefer to grab a calendar slot directly?

I keep two 30-min audit intake slots open per week.

📅 View open calendar slots →