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AI SEO & WebMCP Optimisation Services — Get Found in AI Search

Purple Crib Studios builds AI search visibility and agent-ready websites for businesses in Nigeria, the UK, and the US
April 10, 2026 by
AI SEO & WebMCP Optimisation Services — Get Found in AI Search
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Your potential customers are getting answers from ChatGPT, Perplexity, and Google AI Overviews before they ever see a search results page. If your brand is not being cited in those answers — and your website is not readable by the AI agents acting on their behalf — you are invisible at the moment that matters most.

Purple Crib Studios closes both gaps. We build AI search visibility through structured content and technical optimisation, and we make your website agent-ready through WebMCP implementation so AI systems can discover, understand, and interact with your business directly.

Start with a free AI visibility audit.

We score your current AI search presence, identify what is blocking your citations, and deliver a prioritised fix list — at no cost.

Get My Free Audit →

The Problem We Solve

Traditional SEO was built for a world where users clicked blue links. That world is changing fast. Google AI Overviews now appear in roughly 45 percent of all searches. When an AI Overview appears, click-through rates to traditional results drop by up to 58 percent. Perplexity is growing as a primary research tool. ChatGPT with browsing is being used for brand and vendor discovery daily.

Problem What Is Happening What We Fix
AI invisibility Your brand is not being cited in AI-generated answers even when you rank in traditional search AI SEO — content structure, schema, authority signals, citation optimisation
Agent inaccessibility AI agents cannot read, interpret, or interact with your website's functions reliably WebMCP — structured tool definitions, llms.txt, rendering fixes, agent-ready workflows
Traffic erosion Rankings hold steady but organic traffic drops as AI Overviews absorb queries Citation positioning — becoming the source AI answers reference, not the page below them
Bot blocking Legacy robots.txt rules silently block GPTBot, PerplexityBot, and ClaudeBot from crawling Technical AI audit — bot permission review, robots.txt fix, AI crawler verification

Part 1 — AI SEO Services

AI SEO is the practice of making your content discoverable, extractable, and citable by AI systems. It sits on top of traditional SEO — everything that makes you rank also needs to make you citable. These are related but distinct goals, and most sites are optimised for only one of them.

AI Visibility Audit

We test your brand across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot for your most important queries. We map which competitors are being cited instead of you, identify which of your pages have the highest citation potential, and deliver a full scored report with a prioritised fix list. Every engagement starts here.

What you get: Scored AI visibility report across 5 platforms · Competitor citation analysis · Priority page list · Fix roadmap

Content Structure Optimisation

AI systems extract passages, not pages. We restructure your priority pages with direct opening definitions, natural-language headings, standalone answer blocks, FAQ sections, and comparison tables. Research from the Princeton GEO study found that adding structured citations and statistics increases AI visibility by up to 40 percent. You can read more about this approach in our free GEO tools guide and our GEO optimization tools overview.

What you get: Rewritten priority pages · Heading restructure · FAQ section creation · Comparison table implementation · Standalone answer blocks

Schema Markup Implementation

We implement the full AI-citation schema stack: FAQPage, Article, HowTo, Speakable, Organization, Service, and BreadcrumbList. Content with proper schema receives 30–40 percent higher AI visibility than equivalent content without it.

What you get: Full JSON-LD schema across all priority pages · FAQPage schema on every Q&A section · Speakable markup for AI assistant extraction · BreadcrumbList for site structure signals

AI Crawler Access Audit and Fix

We audit your robots.txt for blocked AI crawlers — GPTBot, PerplexityBot, ClaudeBot, anthropic-ai, Google-Extended — and fix any blocks preventing citation platforms from reading your content. This is often the highest-impact single fix available and costs nothing to implement once identified.

What you get: Full robots.txt AI crawler audit · Block identification and fix · Verification across 5 AI platforms · Ongoing monitoring setup

Ongoing AI SEO Retainer

AI search visibility requires consistent content updates, schema maintenance, and monthly monitoring. Our retainer covers monthly AI visibility reporting, continuous content optimisation, schema updates when templates change, and quarterly strategy reviews.

Part 2 — WebMCP Optimisation Services

WebMCP is an emerging standard for how websites communicate their capabilities to AI agents in a structured, discoverable format. This matters now for two reasons: AI agents are increasingly how users discover and interact with businesses, and the technical discipline WebMCP demands directly improves your AI search citation performance at the same time. Our detailed technical guide covers this in full: How AI SEO and WebMCP Are Changing Technical Audits in 2026.

WebMCP Readiness Audit

We assess your site's current agent-readiness across five dimensions: page semantics, interactive function accessibility, JavaScript rendering for AI bots, llms.txt presence, and WebMCP discovery file implementation.

What you get: Full WebMCP readiness score · Gap analysis across 5 dimensions · Implementation priority list · Technical specification for development

llms.txt Implementation

llms.txt is the emerging equivalent of robots.txt for language models. We write, structure, and deploy your llms.txt file with the accuracy needed to influence how AI systems interpret and represent your brand.

What you get: Custom llms.txt file · Deployment and verification · Integration with your overall AI SEO strategy

WebMCP Function Definition and Deployment

We identify your highest-value interactive functions — quote requests, booking flows, product search, contact forms, content retrieval — and build WebMCP-compatible tool definitions for each. We test every function with the WebMCP Validator and Inspector before deployment.

What you get: Tool definitions for up to 10 site functions · Full testing with WebMCP Validator · Deployment documentation · Ongoing maintenance as site evolves

JavaScript Rendering Fix for AI Bots

Sites built on React, Vue, or Angular often have a critical AI SEO problem: their content is rendered by JavaScript, and most AI crawlers cannot execute JavaScript. We diagnose the rendering gap and implement a static HTML pre-rendering layer that serves full content to bots while maintaining the dynamic experience for human users.

What you get: Rendering gap diagnosis · Pre-rendering implementation · AI bot read verification across GPTBot, PerplexityBot, ClaudeBot · Performance impact assessment

Service Packages

Package What's Included Best For Starting Price
Starter AI visibility audit · 5 pages restructured · Schema on all audited pages · Bot access fix · llms.txt Small businesses and solo operators establishing AI search presence From £297/mo · $380/mo · ₦450k/mo
Growth Everything in Starter · 15 pages restructured · Full schema stack · WebMCP audit + implementation · Monthly reporting Growing businesses competing for AI citations in their category From £597/mo · $760/mo · ₦900k/mo
Enterprise Everything in Growth · Unlimited pages · Full WebMCP deployment · JS rendering fix · Competitive citation monitoring · Quarterly strategy Established brands dominating AI search across multiple markets and platforms From £997/mo · $1,270/mo · ₦1.5M/mo

All packages include a free AI visibility audit before you commit. We will show you exactly where you stand before asking you to invest anything.

Not sure which package fits your situation?

Message us on WhatsApp. We will ask five questions, review your site, and recommend the right starting point — with no obligation.

Talk to Us on WhatsApp →

Who We Work With

Local and Multi-Location Businesses

Businesses with a physical presence — restaurants, clinics, law firms, agencies, retailers — who need to appear when potential customers ask AI systems for recommendations. We pair AI SEO with Google Business Profile optimisation to build both AI search and Maps Pack visibility simultaneously.

B2B Service Businesses and Agencies

Professional services firms — consultancies, marketing agencies, SaaS companies — who need to be cited when buyers ask AI assistants for vendor recommendations, comparisons, or category advice.

E-commerce and Product Brands

Product businesses that need to appear in AI-generated shopping guidance, comparison answers, and "best of" recommendations. We optimise product pages for AI extractability and implement Product and Review schema.

What Makes Purple Crib Different

Other Agencies Purple Crib Studios
Optimise for Google rankings only Optimise for rankings and AI citations across 5 platforms
Treat WebMCP as a future concern Implement WebMCP now as a current competitive advantage
Deliver keyword reports Deliver scored AI visibility reports with verified citation tracking
One market, one currency Nigeria, UK, and US — GBP, USD, and NGN pricing on every package
Separate SEO and technical teams AI SEO, schema, technical audit, and WebMCP delivered as one integrated programme

How We Work

  1. Free AI Visibility Audit — We run your brand through our full audit process and show you your current score across all major AI platforms. No pitch until you see your results.
  2. Strategy Session — We review the audit together, agree on the highest-priority fixes, and recommend the right package for your goals and budget.
  3. Month 1: Foundations — Bot access fixes, full schema implementation, llms.txt deployment, and priority page restructuring. Most clients see their first AI citation improvements within 4–6 weeks.
  4. Month 2+: Scale and WebMCP — Broader content optimisation, WebMCP function definitions, competitive citation monitoring, and ongoing monthly reporting.
  5. Monthly Reporting — You receive a full AI visibility report each month showing your citation count, which platforms are referencing you, which pages are driving citations, and what changed versus the prior month.

Related Resources

Before engaging us, many clients find it useful to read our guides on how AI SEO and WebMCP actually work. Start here:

Ready to get cited in AI-generated answers?

Start with a free audit. No commitment, no pitch until you see your results. We work with businesses in Nigeria, the UK, and the US.

Start My Free AI Audit →

Frequently Asked Questions

What is the difference between AI SEO and traditional SEO?

Traditional SEO gets your pages ranked on a results page. AI SEO gets your content cited inside the AI-generated answer that now appears above those results. AI SEO adds content extractability, schema markup, citation authority, and AI bot accessibility on top of traditional SEO foundations.

What is WebMCP and why does my website need it?

WebMCP is an emerging standard that lets websites explicitly declare their functions to AI agents in a structured, discoverable format. Without it, AI agents have to guess how your site works. With WebMCP, an agent can reliably find your search function, understand your booking flow, or identify your contact form.

How long does it take to see results from AI SEO?

Most clients see their first measurable improvements in AI citation frequency within 4–6 weeks of implementing foundational fixes — bot access, schema, and content restructuring. Deeper citation authority typically builds over 3–6 months of consistent optimisation.

Do you work with businesses outside Nigeria?

Yes. Purple Crib Studios works with clients across Nigeria, the UK, and the US. All packages are priced in GBP, USD, and NGN. We operate across time zones and deliver all work remotely.

What does the free AI visibility audit include?

The free audit tests your brand across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot for your 10 most important queries. You receive a scored report showing your current citation frequency, which competitors are appearing instead of you, and the top three to five fixes that would have the highest impact. There is no obligation to proceed with a paid engagement.

Can you work alongside our existing SEO agency?

Yes. Many clients retain a traditional SEO agency for their ranking work and engage Purple Crib specifically for the AI citation and WebMCP layer. We integrate cleanly with existing technical SEO programmes.


About Purple Crib Studios

Purple Crib Studios is an AI SEO and digital growth agency founded by Kayode Ajayi, an SEO and Digital Marketing Strategist specialising in AI search optimisation (AEO/GEO), Google Business Profile management, and growth strategy. We serve businesses across Nigeria, the UK, and the US — building organic visibility on traditional search engines and AI-powered platforms including Perplexity, ChatGPT, and Google AI Overviews.

AI SEO & WebMCP Optimisation Services — Get Found in AI Search
April 10, 2026
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