Be The Brand AI Recommends.
Win The Generative Citation Graph.
Traditional search is obsolete. Buyers no longer click ten blue links—they ask ChatGPT Search, Perplexity AI, Google AI Overviews, and Claude for direct recommendations. If your brand entity lacks semantic triples, structured schema verification, authoritative digital PR citations, and clean llms.txt architecture, your company is completely invisible to large language models. Access elite, vetted Generative Engine Optimization (GEO) Virtual Assistants supervised by a dedicated QA Project Manager at zero extra cost.
Optimizing Your Authority Across Premier Generative Engines & LLMs
Why Traditional SEO VAs Fail at Generative Engine Optimization
Traditional SEO is built on keyword density, metadata tags, and link-building for 10 blue links. Generative engines do not read Google rank tracking tables; they run vector retrieval-augmented generation (RAG) models that crawl authoritative consensus hubs, semantic triples, and verified entity graphs. When unmanaged freelancers execute outdated SEO playbooks, your brand gets completely omitted from AI syntheses.
Entity Graph & Semantic Triples
LLMs understand concepts via subject-predicate-object triples, not keyword stuffing. We model your brand as an authoritative entity in Wikidata, Crunchbase, and deep JSON-LD schema (SameAs, Organization, Product) so AI models can cite you with high confidence.
- JSON-LD multi-tier entity graph implementation
- Wikidata, DBpedia, and Crunchbase entity alignment
- Semantic vector relevance and topical clustering
Citation Share of Voice & Digital PR
Perplexity and ChatGPT Search cite trusted third-party consensus hubs like Reddit, Quora, industry review indices, and verified media publications. We seed organic brand presence across the exact databases AI models scrape for answers.
- Reddit, Quora & G2 consensus footprint expansion
- Authoritative data study publication for AI indexing
- Multi-source citation verification across 10+ models
Technical llms.txt & Crawler Routing
Modern AI bots like GPTBot, PerplexityBot, ClaudeBot, and Google-Extended require dedicated crawler architectures. We configure clean llms.txt files, markdown documentation trees, and rate limits to maximize parsing fidelity.
- Root
llms.txtandllms-full.txtauthoring - Robots.txt AI scraper permission hygiene
- Markdown-first content feeds for vector embedding
The Generative Engine Standard
Why CMOs, enterprise brands, and modern startups partner with Sagedoer over traditional freelance directories.
| Optimization Vector | Marketplace SEO Freelancers | The Sagedoer GEO Protocol |
|---|---|---|
| AI Search Engine Understanding | None. Obsesses over 2018 keyword densities and meta descriptions. | Native proficiency in RAG systems, vector embeddings, and LLM consensus. |
| Dedicated QA Project Manager | None. You must test prompt variations and schema code yourself. | Included for free. Your PM audits schema markup and benchmarks LLM answers. |
| Platform Markup Fees | Up to 40% hidden margins, client bidding fees, and exchange markups. | 0% Hidden Fees. Pay strictly for pure active hours logged. |
| Entity & Schema Engineering | Installs basic Yoast plugins that output broken schema graphs. | Custom nested JSON-LD linked to Wikidata, Crunchbase, and entity graphs. |
| Coverage Continuity & Backup | Freelancer vanishes during a major core AI model rollout. | Instant cross-trained backup deployment from our dedicated internal bench. |
Our High-Impact GEO Pipeline
From raw brand mentions to commanding the generative answer graph.
Prompt & Citation Audit
We benchmark your brand across 50+ commercial prompts on ChatGPT, Perplexity, and Claude to assess your synthetic citation share.
Entity & Technical Setup
Your Project Manager maps nested JSON-LD schema, connects Wikidata entries, and authors your llms.txt documentation tree.
Consensus Seeding
Your VA builds authoritative data studies, coordinates digital PR, and engages in authoritative community hubs scraped by AI models.
AI Answer Dominance
Enjoy recurring citations, Perplexity source links, and qualified buyers referred directly from AI chat conversations.
Transparent Pricing. Zero Surprises.
Scale your Generative Engine Optimization without paying exorbitant enterprise search agency retainers.
$7 / hour
Est. $560 USD / Month (4 Weeks)
20 Hours Per Week
- Pay strictly for logged active working hours
- Dedicated Project Manager included for free
- Multi-LLM prompt benchmarking (ChatGPT, Perplexity)
- Technical JSON-LD schema & entity graph tagging
- Simple monthly invoicing in USD
$6 / hour
Est. $960 USD / Month (4 Weeks)
40 Hours Per Week
- Pay strictly for logged active working hours
- Dedicated Project Manager included for free
- Full-scale
llms.txt, RAG routing & markdown feeds - End-to-end consensus seeding (Reddit, Quora, Media PR)
- Weekly synthetic share of voice & citation analytics
Validated by Heads of Growth & Tech Founders
"Our organic Google clicks were dropping 25% year-over-year as users moved to Perplexity and ChatGPT Search. Sagedoer's GEO VA restructured our entity schema, created our llms.txt, and seeded consensus on Reddit. Within 60 days, we became the #1 recommended vendor in Perplexity AI answers for our software category."
Aaron R.
VP of Growth, SyncFlow Cloud
"Traditional SEO agencies wanted a $6k monthly retainer to build links that AI search engines don't even care about. Sagedoer’s GEO VA tracks our brand entity across 10 LLM prompts daily, logs citation mentions, and cleans our data. The dedicated PM makes execution completely frictionless."
Elena K.
Chief Marketing Officer, HyperScale B2B
"We previously tried hiring on Upwork, but the freelancer had zero clue how large language models parse vector embeddings or what an entity triple is. Sagedoer’s deep technical expertise in Generative Engine Optimization is miles ahead of the market."
Marcus D.
Founder, Lexicon Analytics
Frequently Asked Questions
What is Generative Engine Optimization (GEO) and how does it differ from traditional SEO?
How do your VAs track and benchmark AI model answers?
What is an llms.txt file and why is it essential for modern websites?
robots.txt tells web crawlers where to look, an llms.txt file provides AI crawlers with structured, markdown-formatted summaries of your products, documentation, and pricing without heavy HTML, JavaScript, or CSS clutter. Your VA structures and maintains your llms.txt directory so models like GPTBot and ClaudeBot can ingest your data with zero token waste and maximum accuracy.
What is the role of the free Dedicated Project Manager in GEO campaigns?
Capture the Future.
Dominate AI Search.
Stop losing market share as search habits shift to generative AI. Get matched with an expert Generative Engine Optimization VA and dedicated Project Manager within 24 hours.
Request Generative Engine Audit
Fill out the brief form below and your dedicated project manager will benchmark your brand across ChatGPT Search, Perplexity AI, and Google AI Overviews.