Be the Definitive Answer in
ChatGPT, Perplexity & AI Search.
Traditional 10-blue-links SEO is no longer enough. Buyers are skipping traditional Google search and querying AI answer engines for recommendations. Hire a specialized, technically literate Answer Engine Optimization Virtual Assistant to restructure content for LLM RAG extractors, engineer knowledge graph entity schema, benchmark Share of Model (SoM), and seed authoritative brand consensus across ChatGPT, Perplexity, Claude, and Google AI Overviews.
Perplexity_SearchGPT_Audit.log
SoM: 78.4% • RAG Ranked #1 • Cited by 4 Models
| Answer Engine | Prompt Query | Position | Citation Link |
|---|---|---|---|
| Perplexity AI (Sonar) | "Best B2B CRM 2026" | Source #1 ✓ | Direct Footnote [1] |
| ChatGPT Search | "Top Revenue Ops Tools" | Top Mention | Web Ref Sourced |
| Google AI Overview | Commercial Intent | Carousel Card | Schema JSON-LD |
| Claude / Gemini RAG | Entity Definition | Cited Extract | 48-Word Capsule |
High Share of Model
Selected as default recommendation in LLM prompts
Proficient across generative engines, vector crawlers & entity intelligence tools
Traditional SEO optimizes for clicks. Answer Engine Optimization (AEO) optimizes for citation and recommendation.
For over two decades, search marketing focused on winning a blue link on page 1 of Google. Today, high-intent consumers and B2B buyers don't scroll through ten blue links—they prompt ChatGPT, Perplexity, or Google AI Overviews to answer questions directly, compare competitors, and formulate purchase decisions. If large language models (LLMs) cannot extract clear, structured answers from your domain, or if third-party consensus sources omit your brand, your business is completely invisible in AI search.
Sagedoer provides specialized Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) Virtual Assistants who execute the exact technical and structural workflows required to earn LLM citations. Supervised by a dedicated AI Search Project Manager, your VA optimizes your content architecture with self-contained 40-to-60 word definition capsules, builds advanced nested schema graphs (Wikidata, SameAs, Authoritative Entities), monitors Share of Model (SoM) prompts, and seeds verified consensus mentions across citation sources that AI models crawl for retrieval.
RAG-Friendly Formatting & Answer Capsule Engineering
LLMs index chunks, not long fluffy essays. We re-engineer your core pages with direct, unambiguous definition blocks, semantic comparison tables, and logical Q&A headers that AI models effortlessly extract as definitive answers.
Share of Model (SoM) Prompt Auditing & Tracking
We run weekly prompt suites across ChatGPT, Perplexity, Claude, and Gemini for your category's top buying prompts, tracking citation frequency, sentiment, and competitor displacement.
Search Optimization Evolution Comparison
| Optimization Target | Rankings on Google blue link SERP pages only. | Synthesized LLM answers & footnote citations. |
| Content Structure | 3,000-word keyword-stuffed blog posts. | 40-60 word definitive RAG answer capsules. |
| Authority Signals | Spammy PBN links and volume backlink blasts. | Knowledge graphs, Wikidata, & high-weight consensus. |
| Management Overhead | You must formulate prompt tests and inspect schema. | Free PM acts as your senior AI search strategist. |
Full-Spectrum Generative Engine Operations
From entity graph engineering to prompt benchmarking across leading LLMs, our VAs manage your AI search visibility end-to-end.
RAG Answer Capsule Formatting
Structuring introductory paragraphs with self-contained, fact-dense 40-to-60 word answer capsules. Placing explicit definitions and numerical evidence that RAG scrapers grab for direct LLM synthesis.
Knowledge Graph & Schema Graphing
Deploying advanced nested JSON-LD schema (Organization, Person, SameAs, About, Mentions) linking your brand to authoritative entity nodes on Wikidata, Wikipedia, Crunchbase, and government registries.
Share of Model (SoM) Benchmarking
Executing consistent prompt suites across ChatGPT Search, Perplexity Pro, Google AI Overviews, and Claude. Logging whether your brand is mentioned, sentiment analysis, and tracking citation share against competitors.
Digital Consensus & Citation Seeding
LLMs synthesize consensus from trusted forums and industry directories. We identify active Reddit threads, Quora topics, and review aggregators where your brand needs authoritative, organic recommendations.
Data Table & Comparison Matrix Coding
AI models prioritize comparative tabular data for buyer inquiries. We build semantic HTML comparison tables with clear feature vectors, pricing points, and pros/cons that models crawl for "vs" queries.
AI Bot Crawl & Robots.txt Hygiene
Auditing server logs and robots.txt directives for emerging AI web crawlers (GPTBot, PerplexityBot, ClaudeBot, Google-Extended) to ensure your key conversion pages are fully accessible for model indexing.
The Smart Choice for Next-Gen Search Visibility
Why SaaS brands, founders, and modern marketing teams choose Sagedoer over traditional freelance marketplaces.
| Feature | Traditional SEO Platforms | Sagedoer |
|---|---|---|
| Platform & Management Fees | Up to 40% in hidden markups, bidding & subscription retainers | 0% Hidden Fees. Pay strictly for hours worked. |
| Daily Team Management | You must formulate prompt suites, check schema, and debug JSON-LD | Dedicated Project Manager acts as your senior AI search director |
| AEO & LLM Literacy | Outdated keyword-stuffing generalists who don't understand RAG | Trained on vector retrieval, Share of Model & Knowledge Graph logic |
| Hiring & Deployment Speed | Weeks spent interviewing unvetted applicants with falsified portfolios | Instant delegation. We assign an experienced AEO specialist immediately. |
| Billing & Invoicing | Complex, multi-freelancer invoices with currency headaches | Simple, unified, centralised USD invoicing |
| Staff Turnover & Coverage | Start over when a freelancer vanishes mid-optimization sprint | Seamless internal backup coverage with zero workflow downtime |
How Sagedoer Works
A structured, algorithmic process engineered to place your brand directly inside AI search answers.
Submit Requirements
Share your domain, key commercial queries, target competitors, existing schema setup, and primary AI targets (ChatGPT, Perplexity, Google SGE).
Finalise the Deal
Our dedicated project manager reviews your knowledge graph footprint, constructs your prompt benchmarking suite, and establishes SOPs.
Expert Execution
Your project manager supervises RAG answer capsule formatting, validates JSON-LD entity schema, audits bot access, and seeds consensus mentions.
Pay Only for Output
We log and charge exclusively for the VA's actual working hours. Dedicated project manager quality supervision is 100% free.
Simple, Transparent Pricing
Avoid digital marketing agency retainers of $4,500+/month. Pay strictly for pure execution hours spent restructuring and optimizing your entity visibility.
Part-Time
20 Hours Per Week
Est. $560 USD / Month (4 Weeks)
- Pay only for hours of pure work
- Dedicated Project Manager included
- Free management supervision
- Zero setup or onboarding fees
- No monthly membership charges
Full-Time
40 Hours Per Week
Est. $960 USD / Month (4 Weeks)
- Pay only for hours of pure work
- Dedicated Project Manager included
- Free management supervision
- Zero setup or onboarding fees
- No monthly membership charges
Approved by SaaS Founders, Growth Marketers & CMOs
See how our Answer Engine Optimization VAs transform brand visibility in generative AI models.
"We noticed our Google organic clicks flattening out, but our prospects kept mentioning they found us through Perplexity and ChatGPT. Sagedoer assigned a dedicated AEO Virtual Assistant who rewrote our product pages with structured answer capsules and nested entity schema. Our citations in Perplexity jumped from 8% to 64% in 90 days."
"Traditional SEO agencies quoted us $6,000/month retainers without even knowing what RAG or Wikidata entity sameAs properties were. Sagedoer gave us a dedicated, tech-fluent VA and an incredible PM for a fraction of the cost. We are now the top-cited recommendation in Google AI Overviews for our core software category."
"We noticed our Google organic clicks flattening out, but our prospects kept mentioning they found us through Perplexity and ChatGPT. Sagedoer assigned a dedicated AEO Virtual Assistant who rewrote our product pages with structured answer capsules and nested entity schema. Our citations in Perplexity jumped from 8% to 64% in 90 days."
Frequently Asked Questions
What is the difference between traditional SEO and Answer Engine Optimization (AEO)?
How do they benchmark and measure brand visibility across LLMs?
Can they edit and deploy schema directly to our CMS?
Are there any hidden agency retainers or long-term contract lock-ins?
Lead the AI Search Era.
Submit your domain and AI visibility goals below. Our AI search project manager will contact you promptly to structure a customized AEO/GEO roadmap.
Request Your AEO Roadmap
Fast onboarding. Zero setup fees. No long-term commitments required.
RAG Optimized • Entity Graph Schema • Share of Model Tracking
