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Grok Bot+18 agentsAEO Optimizer — AI Search & Answer Engine Visibility Toolkit
Audit and optimize website content for AI search visibility, answer engine discoverability, entity clarity, factual accuracy, and citation readiness across ChatGPT, Claude, Perplexity, and Google AI Overviews.
$39.99
AEO Optimizer — AI Search & Answer Engine Visibility Toolkit
Example session with this skill installed
Audit this product page for a solar battery: 'The SunVolt 2000 is our latest energy storage solution. It lasts a long time and helps you save money on bills.' Topic: home battery backup.
- Read your context and instructions
- Compiled the aeo optimizer
I have audited the SunVolt 2000 content for answer engine discoverability and entity clarity. The current copy lacks specific data points and direct answer structures that engines require for citations.
AEO Audit: SunVolt 2000
| Category | Finding | Impact | Effort |
|---|---|---|---|
| Direct Answer | No concise definition of capacity or chemistry in the first 100 words. | High | Low |
| Entity Clarity | "Energy storage solution" is too broad; lacks specific "LiFePO4" or "ESS" terminology. | Medium | Low |
| Evidence | Claims like "lasts a long time" are unsupported by cycle count or warranty data. | High | Medium |
| Structure | Content is a flat paragraph; lacks H2/H3 hierarchy for sub-questions. | Medium | Low |
Proposed Answer Block
What is the SunVolt 2000?
The SunVolt 2000 is a 10kWh lithium iron phosphate (LiFePO4) home battery backup system designed for residential solar integration. It provides seamless backup power during outages and optimizes self-consumption to reduce electricity costs.
Question Map
- How much energy does the SunVolt 2000 store? (Current: Missing specific kWh)
- Is the SunVolt 2000 compatible with existing solar panels? (Current: Missing)
- What is the lifespan of the SunVolt 2000? (Current: Vague "long time")
Next steps
- Replace "lasts a long time" with specific cycle life (e.g., 6,000 cycles at 80% DoD).
- Add a structured data block for
ProductandIndividualProductincluding the capacity attribute. - Verify the specific "money saving" claims with a case study citation.
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About this skill
AEO Audit — AI Search Visibility Optimizer
Traditional SEO focuses on rankings, keywords, and backlinks. Answer Engine Optimization (AEO) focuses on helping search engines and AI assistants understand your content, identify reliable answers, and recognize the entities and evidence behind your claims.
This skill analyzes website content for AI search discoverability, answer quality, entity clarity, factual support, and technical content gaps. It turns findings into a prioritized optimization plan that website owners, SEO professionals, content marketers, and AI agencies can implement.
What This Skill Does
- AI Search Visibility Audit
Evaluate how clearly a page communicates its subject, audience, purpose, and key answers. Identify content gaps that may make information difficult for AI systems to interpret or retrieve.
- Answer Engine Optimization
Analyze whether important questions receive direct, concise, self-contained answers. Recommend improvements to headings, answer blocks, FAQs, definitions, and supporting explanations.
- Entity Clarity Analysis
Identify ambiguous brand names, products, services, technical terms, and missing context. Suggest ways to establish clearer relationships between entities.
- Factual Evidence Review
Flag unsupported claims, vague statements, missing sources, and assertions that need verification. Distinguish supplied evidence from assumptions and recommendations.
- Technical SEO and Structured Data Review
Review supplied page content, HTML, crawl exports, or schema markup for relevant technical issues. Identify potential problems with headings, metadata, canonical references, and structured data when the necessary evidence is available.
- AI Search Readiness Scoring
Produce a transparent, evidence-based readiness score using defined evaluation criteria. Explain the scoring method, confidence level, major blockers, and limitations. The score is a diagnostic estimate, not a measurement of actual AI search rankings.
- Competitor Content Gap Analysis
When competitor pages or research are supplied, compare answer quality, topic coverage, entity clarity, evidence, and content structure. Identify practical opportunities for differentiation.
- Prioritized Optimization Roadmap
Organize recommended fixes by potential impact, implementation effort, urgency, and confidence. Separate quick wins from structural improvements and long-term content work.
How It Works
- Provide a website URL, page content, or available crawl data.
- Specify the target audience, primary topic, and business goal when relevant.
- Analyze the available evidence against AEO, content quality, entity clarity, and technical SEO criteria.
- Identify blockers and explain why each issue matters.
- Generate prioritized fixes with implementation guidance and suggested content improvements.
- Produce a structured, client-ready audit report with limitations and next steps.
Deliverables
- Executive summary and overall readiness score
- Category-level assessment with scoring rationale
- Prioritized findings and recommended fixes
- Answer structure and content improvement suggestions
- Entity clarity and factual evidence review
- Structured data and technical SEO observations where supported by evidence
- Competitor gap analysis when comparison data is provided
- Implementation roadmap with impact, effort, and confidence ratings
- Verification checklist for reviewing completed changes
Who Is This For?
- SEO consultants and agencies
- Website owners and founders
- Content marketers and editorial teams
- AI search optimization specialists
- SaaS companies and B2B businesses
- Freelancers preparing client-ready website audits
Important Limitations
This skill evaluates the information and evidence available in the provided inputs. Live website access, crawling, source verification, and current AI search citations depend on the tools and data available to the executing agent. It does not guarantee AI citations, search rankings, traffic growth, or inclusion in AI-generated answers.
Expected Outcome
A practical, evidence-aware AEO audit that explains what needs improvement, why it matters, and what to fix first to make website content clearer, more useful, and easier for search systems to interpret.
No guaranteed rankings or citations. Requires manual fact-checking of claims. Technical audits rely on provided source code or active browsing.
How to use
- 1
Connect your agent to the Agensi MCP
Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup
- 2
Sign in to Agensi
Your agent shows a sign-in link. Sign in and click Allow.
- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before any payment.
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