500+ brands with optimised LLM presence globally
LLM Optimisation services that control how AI describes, recommends, and understands your brand
Nowoka Digital audits, corrects, and continuously optimises how Large Language Models — ChatGPT, Gemini, Claude, Perplexity, Llama — understand, describe, and represent your brand. We turn AI from an uncontrolled variable into a managed brand channel that works for you 24/7.
LLM recommendation engineering
Training data influence strategy
Monthly LLM Brand Score tracking
Large Language Model optimisation
AI brand engineering specialists
No lock-in contracts
All major LLMs covered
Results in 90 days
Core LLM optimisation pillars
LLM Optimisation built to make AI your most reliable brand advocate
Millions of people ask LLMs for brand recommendations daily. Nowoka Digital ensures your brand is the accurate, positive, and consistently recommended answer they receive.
LLM brand audit & accuracy analysis
Systematically test every major LLM with hundreds of queries about your brand, products, and category — documenting every inaccuracy, omission, negative framing, and competitive gap in how AI currently describes and recommends you.
Brand accuracy audit
LLM testing
Competitor gap analysis
Training data footprint expansion
Build authoritative web presence across the sources LLM training pipelines ingest most heavily — Wikipedia, Wikidata, trusted press, industry publications, and structured data — creating a comprehensive, accurate brand footprint that future model versions learn from.
Wikipedia strategy
Authority content
Structured data
RAG pipeline optimisation
Optimise your content specifically for Retrieval-Augmented Generation systems that power live AI search — ensuring your pages are retrieved, ranked, and cited in real-time AI responses from Perplexity, Bing Copilot, and ChatGPT Search.
RAG optimisation
Live AI search
Retrieval signals
Ongoing LLM monitoring & reputation management
Continuously monitor what every major LLM says about your brand across hundreds of query variations — flagging inaccuracies, negative sentiment, or competitive displacement and responding with targeted correction strategies before they compound.
LLM monitoring
AI reputation
Sentiment tracking
Our LLM optimisation framework
Our 5-step process for taking permanent control of your brand's AI representation
You cannot leave your brand’s LLM representation to chance. Here’s exactly how Nowoka Digital engineers accurate, positive, and consistent AI representation across every major model.
1
Comprehensive LLM brand audit across all major models
We query ChatGPT, Gemini, Claude, Perplexity, Llama, Mistral, and Copilot with 200+ brand-related prompts — documenting accuracy, completeness, sentiment, and competitive positioning to create a detailed baseline LLM Brand Score for your organisation.
200+ query brand testing across 6 LLMs
Accuracy & completeness scoring
Competitor mention frequency analysis
LLM Brand Score baseline report
2
Brand narrative definition & entity fact sheet creation
We define the exact language, positioning, differentiators, and facts that LLMs should use when describing your brand — then build the authoritative web presence that encodes this narrative into the sources AI systems learn from and cite.
Brand narrative & positioning definition
Entity fact sheet creation
Key claim & differentiator documentation
Competitor positioning gap mapping
3
Training data footprint construction across authority sources
We build your brand’s presence across the exact web sources that LLM training pipelines ingest — Wikipedia, Wikidata, Crunchbase, high-authority news outlets, industry publications, and structured data — encoding accurate brand information where AI systems learn from it at scale.
Wikipedia & Wikidata entity build
Authority press coverage placement
Industry publication content strategy
Structured data & schema implementation
4
RAG content optimisation for live AI retrieval systems
For Retrieval-Augmented Generation systems, we optimise your content for retrieval — ensuring pages are properly indexed, structured for AI extraction, and carry the authority signals that retrieval systems use to rank sources for inclusion in live AI-generated responses.
RAG-optimised content structuring
Crawlability & indexability fixes
Authority & trust signal building
Real-time AI citation monitoring
5
Ongoing LLM monitoring, correction & monthly reporting
Monthly LLM auditing tracks your Brand Score across all models — identifying any new inaccuracies, competitor displacement, or sentiment shifts and responding with targeted correction programmes. Monthly reports show your LLM Brand Score trend across all five dimensions over time.
Monthly multi-LLM brand auditing
LLM Brand Score tracking & reporting
Inaccuracy correction sprints
Quarterly strategy roadmap updates
Full LLM optimisation coverage
Take permanent control of what AI says about your brand
LLMs form brand opinions from training data and real-time retrieval sources. Nowoka Digital’s LLM Optimisation programme engineers both — making your brand the accurate, positive, and consistently recommended answer across every major AI system worldwide.
Accurate brand representation across all LLMs
Monthly multi-LLM Brand Score tracking
LLM brand audit
Comprehensive testing of all major LLMs to document how they currently describe and position your brand.
Training data optimisation
Authoritative content placement in Wikipedia, press outlets, and structured data sources LLMs train on.
RAG pipeline optimisation
Content structure and authority signals built specifically for retrieval by live AI search systems.
LLM inaccuracy correction
In-depth lead magnets designed to capture MQLs from your organic traffic and nurture them through the funnel.
Brand entity management
Wikipedia, Wikidata, and Knowledge Graph entity building for accurate LLM brand recognition at scale.
Competitive LLM displacement
Strategy to outperform competitors in AI recommendation frequency and positive sentiment across all LLMs.
LLM Brand Score tracking
Monthly cross-LLM brand reports tracking accuracy, sentiment, mention share, platform coverage, and completeness.
AI sentiment management
Strategies to shift neutral or negative LLM brand sentiment to consistently positive framing over time.
The LLM Brand Score
We measure your AI brand health across 5 measurable dimensions
Every Nowoka LLM Optimisation client receives a monthly LLM Brand Score — a composite 0–100 metric tracking how well AI systems represent your brand across five critical performance dimensions.
Accuracy
Are the facts LLMs state about your brand correct — founding date, products, team, locations, and claims?
Sentiment
Do AI descriptions carry positive, neutral, or negative framing when discussing your brand to users?
Mention share
How often is your brand mentioned vs competitors when users ask relevant category questions?
Platform coverage
How many of the 6 major AI platforms know about, mention, and recommend your brand accurately?
Completeness
Is AI describing your full brand story — services, differentiators, use cases — or giving an incomplete picture?
Every client's LLM Brand Score is tracked monthly and reported as a single trend line
Making your AI brand health as measurable, trackable, and improvable as SEO rankings or paid advertising ROAS — with full transparency on what’s improving and why.
Trusted by leading brands
Trusted by brands engineering their LLM presence ahead of the competition
Industries served
LLM Optimisation across every industry where AI reputation matters
Every industry is affected by what AI says about its brands. We build industry-specific LLM Optimisation strategies that account for unique query patterns, sensitivity requirements, and competitive dynamics.
Healthcare
Finance & Fintech
Accurate fintech & financial brand representation in AI advisory and comparison responses.
E-commerce
Product and brand recommendation frequency in AI shopping comparison queries.
SaaS & Technology
Software product descriptions, features, and recommendation frequency optimised across LLMs.
Education
University & EdTech platform LLM presence for student decision-making and course queries.
Professional Services
Law firm, consulting & agency presence in AI professional service recommendation queries.
Real Estate
Property brand and agent accuracy in AI home buying, investment, and location queries.
Automotive
Vehicle brand accuracy and positive recommendation in AI car research and buying queries.
By the numbers
LLM Optimisation results that move the needle
6+
Major LLMs monitored per client every month
+380%
Content strategies delivered since 2018
200+
Brand queries tested per client per month
94%
Average brand accuracy score achieved post-optimisation
Client results
Measurable LLM Brand Score improvements — real examples.
Real brands. Real LLM improvements. Real business impact from taking control of AI representation.
SaaS / CRM platform
From 34% to 91% LLM Brand Score in 5 months
A SaaS CRM platform with major LLM inaccuracies — wrong founding year, outdated product descriptions, missing key features across all models. Nowoka rebuilt their Wikipedia entity, placed 22 authority articles on tech publications, and launched a digital PR campaign — achieving 91% brand accuracy across all major LLMs.
34%→91%
LLM Brand Score
+290%
AI mention share
+78%
AI-influenced pipeline
Professional services / law
Law firm goes from unmentioned to top-3 LLM recommendation
A specialist law firm mentioned in zero LLM responses to relevant professional service queries. Nowoka built their full web entity presence, placed thought leadership in leading legal publications, and executed a targeted digital PR programme — achieving top-3 ChatGPT and Gemini recommendations for core practice areas within 7 months.
Top 3
LLM recommendations
0→88%
LLM Brand Score
+134%
Inbound enquiries
Our LLM optimisation toolkit
Specialist tools for every dimension of LLM brand management
We use dedicated LLM auditing, entity management, and authority publishing tools that most agencies haven’t yet discovered — giving your brand a systematic, data-led advantage in the AI representation battle.
LLM brand auditing
Systematic multi-LLM brand testing across all major models — documenting how each AI system describes, positions, and recommends your brand across hundreds of query variants monthly.
- Kalicube Pro
- Search Atlas
- BrandMentions
Entity & knowledge base management
AI-assisted drafting paired with expert human editing to produce accurate, engaging, and E-E-A-T compliant content at scale.
- Wikidata
- Kalicube
- Google KG API
Structured data & schema
Implement comprehensive schema markup — Organization, Product, Article, FAQPage — that LLMs and retrieval systems use to accurately parse your brand’s identity, offerings, and relationships.
- Schema.org
- Rich Results Test
- Rank Math
Technical SEO & Auditing
Place brand-accurate content on the high-authority publications, news outlets, and industry sites that LLM training pipelines ingest most heavily — building the citation network that shapes AI brand understanding.
- Muckrack
- HARO
- BuzzStream
RAG content optimisation
Optimise pages for retrieval by live AI search systems — crawlability, structured formatting, and authority signals that make your content the preferred source for AI systems generating real-time responses.
- Screaming Frog
- Search Console
- Ahrefs
LLM Brand Score reporting
Monthly multi-dimension brand scoring dashboards tracking all five LLM Brand Score metrics over time — making AI brand health as visible and actionable as any other marketing KPI in your stack.
- Looker Studio
- GA4
- Custom Dashboards
Recognised LLM Optimisation specialists — certified across all major AI and search platforms
Nowoka Digital’s LLM Optimisation team built their proprietary methodology and testing frameworks before GEO and LLM Optimisation became mainstream disciplines — giving our clients an early-mover systematic advantage over competitors who are only beginning to discover this space.
Client Testimonials
What Our Content Marketing Clients Say
Verified reviews from businesses that have transformed their organic growth with Nowoka Digital’s content marketing programmes.
“Nowoka Digital completely transformed how we approach content. In 9 months we went from virtually zero organic traffic to over 12,000 monthly sessions. Their topic cluster strategy was the breakthrough we needed — we now rank on page one for 80+ keywords our competitors had dominated for years.”
Rachel Hargreaves
Head of Marketing, CloudFlow SaaS
“We built our site on React and couldn’t understand why Google wasn’t ranking our feature pages despite strong content. Nowoka Digital diagnosed the JavaScript rendering gap in week one and had SSR live within the first sprint. Indexed pages went from 12 to 94 and qualified inbound leads are up 58%. Genuinely transformative work.”
Suresh Reddy
Founder, Apex Financial Planning Ltd
“The content Nowoka Digital produces is genuinely excellent — well-researched, engaging, and it actually converts. Our e-commerce blog now drives 38% of total site revenue. The ROI on content is now higher than our PPC spend. I wish we’d started sooner.”
Sunita Kapoor
E-commerce Director, HomeLux UK
Mumbai
“Nowoka Digital’s content reporting is completely transparent — I can see exactly which articles are generating leads and what the ROI is. They treat our content budget like it’s their own money. Keyword rankings, traffic, leads — everything is up significantly year on year.”
James Morrison
CEO, Meridian Legal Group
Hyderabad