Optimized for AI engines
schema.org
Certified markup
llms.txt
Standard compliant
The Problem
Google rankings don't transfer to AI answers.
You've spent years building Google authority. But ChatGPT, Perplexity, and Gemini don't read PageRank — they read structured data, schema markup, and machine-readable architecture. If your site isn't built for how AI synthesizes answers, you're invisible in the channel that's replacing search.
- 89%
of AI-cited sources have explicit schema.org markup — most SMB sites have none.
- 63%
of user queries now get an AI-generated answer before a link is clicked.
- 0
citations your site earns from AI engines if it lacks llms.txt and structured context.
What AI engines actually look for
- Structured data JSON-LD, schema.org types
- llms.txt AI crawler access file
- Semantic HTML Heading hierarchy, landmarks
- Entity clarity Unambiguous brand + service context
- Citation anchors Quotable, dated, attributed facts
- Machine-readable nav Sitemap, breadcrumbs, internal links
Most agencies tell you what's missing. Answerscape implements it — done-for-you, in your codebase.
Our Approach
Technical implementation, not another audit report.
Every Answerscape engagement ends with code in your repository — not a PDF with recommendations. We audit, architect, and implement the structured data layer your site needs to earn AI citations.
Phase A
Week 1
AI Visibility Audit
We crawl your site the way AI engines do. Identify missing schema types, broken entity signals, absent llms.txt, and citation gaps.
Phase B
Week 2
Architecture Design
Design the complete structured data schema, entity graph, and llms.txt file for your business. Mapped to your content hierarchy.
Phase C
Weeks 3–5
Done-for-you Implementation
We implement directly in your CMS or codebase — JSON-LD, schema markup, semantic HTML, llms.txt, sitemaps. No dev handoff needed.
Phase D
Ongoing
Citation Monitoring
Track your citations across ChatGPT, Perplexity, Gemini, and Claude. Monthly reports showing AI visibility growth.
What gets implemented
- JSON-LD schema on every page type
- llms.txt + llms-full.txt files
- Organization, Service & FAQ schema
- Breadcrumb + SiteNavigation markup
- Semantic HTML5 landmarks
- AI-readable sitemap extensions
- Entity disambiguation markup
- Citation-anchor content blocks
Implementation guarantee
If you're not getting measurable AI citations within 60 days of implementation, we keep working until you are. No caveats.
Services
Every layer of AI visibility, covered.
AI search optimization is a stack — not a single tactic. Answerscape implements every layer your site needs to go from invisible to consistently cited.
Core Service
AI Citation Architecture
Full-stack structured data implementation: JSON-LD schema for every page type (Organization, Service, FAQ, Article, Product, LocalBusiness), semantic HTML overhaul, llms.txt and llms-full.txt, breadcrumb trails, and AI-readable sitemap extensions — all implemented directly in your site.
Measurement
AI Citation Tracking
Monthly reports tracking your citation frequency across ChatGPT, Perplexity, Gemini, and Claude. See which queries surface your content and where gaps remain.
Content
AI-Optimized Content Layer
Rewrite key pages with citation-anchor structure: dated, attributed, quotable facts that AI engines extract and cite. Includes FAQ optimization for featured synthesis.
Entity
Entity Graph Optimization
Disambiguate your business entity across the web — Wikipedia, Wikidata, Google Knowledge Graph. AI engines trust entities they can verify across sources.
Platform
CMS-Agnostic Integration
WordPress, Webflow, Framer, custom stacks — we implement in whatever CMS you run. No platform migration required.
Client Results
0 → 47
Monthly AI citations
across ChatGPT & Perplexity
6 wks
Time to first citation
from audit start to live results
+31%
Organic traffic lift
as AI answers drove brand searches
Marketing Director
B2B SaaS company, Series A
"We ranked on page one for our main keywords, but when our CEO searched ChatGPT for our category, competitors appeared and we didn't. Answerscape fixed that in six weeks."
The client's site had no structured data, no llms.txt, and zero schema markup. After implementation: 47 monthly citations, three competitors displaced.
What we implemented
Common Questions
Questions about AI search optimization
GEO (generative engine optimization) is a new discipline. Here is what you need to know before we talk.
How is Answerscape different from an SEO agency?
Traditional SEO agencies optimize for Google's crawlers and PageRank signals. We specialize exclusively in generative AI engines — ChatGPT, Perplexity, Gemini, Claude — which use completely different signals: structured data, schema markup, llms.txt, and entity clarity. We implement the technical layer that makes you citable, not just findable.
Do I need to rebuild my website?
No. We work within your existing CMS and codebase — WordPress, Webflow, Framer, or custom stacks. We add the structured data layer on top of what you have. A full site rebuild is never required.
How quickly will I see AI citations?
Most clients see their first citations within 3 to 6 weeks of implementation. Some AI engines (especially Perplexity) index and cite new structured data within days. Bing-powered citation — used by Copilot and ChatGPT Browse answers — is near-immediate.
What does llms.txt actually do?
llms.txt is an emerging standard (like robots.txt, but for large language models) that gives AI crawlers a curated, human-readable summary of your site's content, purpose, and structure. It helps AI engines understand your entity and context without crawling every page. We write and implement it as part of every engagement.
Can you measure AI citation results?
Yes. We query ChatGPT, Perplexity, Gemini, and Claude monthly with your target queries and document when your site is cited. You get a monthly report showing citation frequency, which engines cite you, and what queries trigger your citations.
What size companies do you work with?
We focus on SMB to mid-market companies with marketing directors or founders who understand SEO and are ready to invest in the next layer. We are not the right fit for enterprise companies that need a full agency team, or solo blogs with no real budget.
Start your AI visibility audit
Get cited by AI in 30 days — or we keep working.
We start with a free AI visibility audit — no pitch deck, no proposal theater. In 48 hours you get a precise gap report: exactly what's missing, exactly what we'd implement, exactly what it costs.
Free gap report in 48 hours. No obligation. No credit card.
Free audit includes
-
Schema coverage scan
Every missing schema.org type by page
-
llms.txt assessment
Exists, missing, or malformed
-
Entity signal audit
How AI engines see your brand today
-
Citation gap report
Queries where you should appear, but don't
-
Implementation roadmap
Prioritized by citation impact