Entity mapping & disambiguation
Integral part of our Entity & Knowledge Graph Optimization strategy.
Be an entity engines trust
Entity & Knowledge Graph Optimization
Make your brand a clear, disambiguated entity the engines confidently recognise — schema, internal graph, and external knowledge-graph signals.
- KPI movement inside the first 30 days
- Senior strategists — no juniors learning on your dime
- Live dashboard tied to revenue, not vanity rankings
500+ brands shipped4.9/5 client satisfaction
+312%
Avg. organic growth in 12 months
Senior pod, no juniors
on every account
Brands across the industries we serve
What is Entity & Knowledge Graph Optimization?
Make your brand a clear, disambiguated entity the engines confidently recognise — schema, internal graph, and external knowledge-graph signals.
- Discipline: AI SEO & Generative Engine Optimization (GEO)
- Typical outcome: 4 ai engines optimised & tracked
- Engagement: monthly retainer or one-time audit
- Seniority: lead strategist on every weekly call
About This Service
How We Deliver
Entity & Knowledge Graph Optimization
AI engines reason over entities, not keywords. We map your brand, people, products and topics into a disambiguated entity model, ship the schema.org typing and internal link graph that makes it machine-legible, and build the external signals — consistent citations, Wikidata/knowledge-panel alignment, authoritative mentions — that connect you to the knowledge graph the engines read. We know it works because we run one: our live /kg has 81 interlinked entities you can inspect.
Talk to a Specialist
Get a Free Consultation →Entity mapping & disambiguation
schema.org typing (Organization, Person, Product)
Internal knowledge-graph / linking build
External signals: citations, Wikidata, panels
Proven on our own live /kg (81 entities)
Pain Points
Why most teams stall before they see results
The patterns we see across new audits — and the fixes baked into every engagement.
Generalist agencies miss the nuance
Entity & Knowledge Graph Optimization requires playbooks that don't generalise — most agencies use the same audit template they ship every other client.
Months without a measurable lift
You ship work, fix bugs, build links — and the dashboard barely moves. Without senior sequencing every channel cannibalises the others.
Bleeding budget on the wrong levers
Cheap deliverables, off-shore content and template-driven outreach burn cash without earning the trust signals Google actually rewards.
Competitors with deep moats
Page-1 is locked down by brands with years of authority and dedicated in-house teams. Catching up needs a sharper play.
Measurable Results
Engineered for outcomes, not vanity metrics
Every Entity & Knowledge Graph Optimization engagement starts with a measurable goal — revenue, qualified pipeline, or first-page rankings on your highest-intent terms. We instrument the work end-to-end so you can see the trajectory in week two, not month six.
500+
Brands Ranked
70+
Industries
4.9
Client Rating
Features
Entity & Knowledge Graph Optimization Key Features
Core Offerings:
schema.org typing (Organization, Person, Product)
Integral part of our Entity & Knowledge Graph Optimization strategy.
Internal knowledge-graph / linking build
Integral part of our Entity & Knowledge Graph Optimization strategy.
Additional Value:
External signals: citations, Wikidata, panels
Added value to maximize your return on investment.
Proven on our own live /kg (81 entities)
Added value to maximize your return on investment.
Why our Entity & Knowledge Graph Optimization engagements ship results
No retainers without a measurable outcome attached. Every sprint is anchored to a KPI we agreed on in week one — with weekly Loom updates, a shared dashboard, and a senior strategist on every call.
- Senior strategist on every account — no juniors learning on your dime
- Weekly Loom updates plus a shared Looker dashboard
- Your stack, your CMS, your CMS workflow — we adapt to you
- Outcome-tied pricing — KPI ranges baked into the contract
Our Process
How we ship Entity & Knowledge Graph Optimization
A proven 4-step framework that compresses time to results without cutting corners.
01
AI Visibility Audit
We measure where you stand today across ChatGPT, Perplexity, Gemini and AI Overviews — citation share, crawler access, schema and entity coverage — against your competitors.
02
GEO Roadmap
A prioritised plan: the entities to own, the schema to ship, the passages to make quotable and the crawler fixes that unblock the engines — sequenced by expected citation lift.
03
Optimise & Ship
Content restructured for citability, entities and knowledge-graph signals built, structured data and llms.txt shipped — implemented by the same team, not handed off as a to-do list.
04
Track & Compound
Ongoing citation and mention monitoring across the engines, in a live dashboard, so gains are provable and the next round targets the answers you still do not own.
Real Results
Entity & Knowledge Graph Optimization outcomes that compound
Average measurable wins across active engagements — every number traceable inside the dashboards we ship clients.
- Verified across 500+ live client engagements
- Reported via live Looker Studio dashboards
- Tied to revenue KPIs, not vanity metrics
4
AI engines optimised & tracked
Passage
Level citability, not just page
81
Live entities in our own /kg
Senior
Led — no juniors on your account
FAQs
Questions buyers ask before signing
Quick answers to the things buyers always check first.
What is Entity & Knowledge Graph Optimization?
Entity & Knowledge Graph Optimization is a specialist engagement inside ReoRank's AI SEO & Generative Engine Optimization (GEO) practice — senior-led, KPI-tied, and shipped weekly with a live dashboard.
How does Entity & Knowledge Graph Optimization fit within AI SEO & Generative Engine Optimization (GEO)?
Entity & Knowledge Graph Optimization is one of the core engagements that make up the AI SEO & Generative Engine Optimization (GEO) discipline. It targets the specific tactics and signals that drive measurable results in that area, complementing the broader AI SEO & Generative Engine Optimization (GEO) roadmap.
How is Entity & Knowledge Graph Optimization priced?
Pricing is by scoped phase — you receive a fixed deliverable per phase with no open hourly meter, so you can pause between phases. AI SEO & Generative Engine Optimization (GEO) projects, including Entity & Knowledge Graph Optimization, share the same transparent phase structure.
How long does a Entity & Knowledge Graph Optimization engagement take?
Most Entity & Knowledge Graph Optimization projects see foundational wins in the first 30 days, measurable KPI movement by weeks 6–8, and compound growth across the full 8–12 week runway. Timeline scales with competitive density.
What do we own at the end of a Entity & Knowledge Graph Optimization project?
Everything we produce is yours — code, copy, strategy documents, schema, and data access. There is no proprietary lock-in; we hand off a fully documented engagement you can run independently.
How does Entity & Knowledge Graph Optimization integrate with our existing AI SEO & Generative Engine Optimization (GEO) work?
Entity & Knowledge Graph Optimization is designed to slot into any stage of a AI SEO & Generative Engine Optimization (GEO) roadmap. If you already have work in progress, we audit the current state, close gaps, and extend rather than replace what is already performing.
Why choose ReoRank for Entity & Knowledge Graph Optimization?
Because the same team that audits your AI SEO & Generative Engine Optimization (GEO) engagement also ships it. Engineering and strategy under one roof means Entity & Knowledge Graph Optimization work gets done, not just advised — and every recommendation is tied to a deliverable you can measure.
How do we get started with Entity & Knowledge Graph Optimization?
Book a free audit at app.reorank.com. We review your current AI SEO & Generative Engine Optimization (GEO) baseline, scope a Entity & Knowledge Graph Optimization phase plan, and return a fixed-fee proposal within 48 hours — no sales pressure, no commitment required.
Still have questions? Talk to a specialist
Pair with classic SEO
Built on solid technical SEO
Entity and knowledge-graph work only holds if the crawl, render and schema foundations are sound. Our Technical SEO service ships that foundation first.
See Technical SEO The team
The senior specialists behind your work.
No account-manager buffer and no juniors learning on your budget — you work directly with the people who do the work.
Rao Usama
Co-Founder & Head of AI / Data
14+ yrs engineering · AI agents, MCP & automation
Abdur Rahman Shah
Web & SaaS Engineer · DevOps
WordPress · custom web apps · SaaS · DevOps · technical SEO
Nimra Jabbar
Front-End Developer & SEO Specialist
MSc Data Science · front-end · technical SEO
Saleha Jabeen
Parasite SEO Specialist
Parasite SEO · gray-niche rankings · high-DR platforms
Free site audit · results in 60 seconds
Stop guessing. Start dominating Google.
Drop your URL, pick the goal you care about most, and we'll show you exactly where the traffic is leaking — technical, content, or authority. No pitch, no obligation, no sales script.
From our clients
Real numbers from teams that bet on us
Every quote below is tied to a specific outcome — a ranking, a booking volume, a pipeline number. We don't ship "engagement" metrics. If we can't measure it in revenue or qualified pipeline, we won't report it.
4.9 avg. client review · 200+ engagements
Slide 1 of 4 
iGaming
37 days
Time to first-page
We launched a brand-new slot site and were ranking for our money terms inside week six. REO Rank's parasite stack and authority transfer plan compressed what we expected to be a 9-month sandbox into 60 days.
Alex M.
Head of Growth, slot operator (UKGC-licensed)
Slide 2 of 4 
Legal
14 metros
Map-pack rankings
Three different agencies told us our practice areas were 'too saturated' to rank organically. REO Rank rebuilt our city-pages, fixed the technical foundation, and we're now ranking top-3 across 14 metros.
Sarah K.
Marketing Director, multi-state law firm
Slide 3 of 4
SaaS
+312%
Pipeline from organic
What I value most: every weekly call has a senior strategist on it, not an account manager reading a script. The work shows up in our pipeline numbers — not just in a vanity dashboard.
James R.
Founder, B2B SaaS (Series A)
Slide 4 of 4 
Health
+184%
Booked consultations / mo
Local SEO that actually works. We went from page-three obscurity to dominating the map pack in every territory we operate in — and the booking system can barely keep up with the volume now.
Daniela P.
COO, regional med spa group
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