AKR AI Search Readiness
Standard
The AKR AI Search Readiness Standard is a proprietary website evaluation framework developed by AKR Marketing Designs. It measures whether a business website provides the technical access, entity clarity, structured information, authoritative content, trust signals, and user experience needed to be understood by traditional search engines and modern AI-powered search systems. The standard does not guarantee rankings, recommendations, citations, leads, or placement in any AI-generated answer.
This is a proprietary evaluation standard created by AKR Marketing Designs.
It is not issued, approved, endorsed, or recognized by OpenAI, Google, Microsoft, Bing, ChatGPT, Perplexity, any government body, or any independent accreditation organization. It does not guarantee search rankings, AI citations, traffic, leads, or business outcomes of any kind.
Scoring Methodology · Version 1.0
100-Point Evaluation Framework
Every website evaluated under this standard is scored across nine categories. Scores reflect the website condition on the stated review date. A published evaluation can become outdated when material changes create new problems.
Crawlability & Indexability
Can search engines and AI crawlers access and store every important page?
Technical SEO & Canonical Integrity
Are URLs, redirects, and page titles structured so search systems understand them without ambiguity?
Business & Entity Clarity
Can a machine confidently identify the business name, location, services, and contact path?
Structured Data Accuracy
Does the site use correct, honest machine-readable labels that match what visitors actually see?
Content Authority & Direct Answers
Does the content provide clear, specific, well-supported answers to real customer questions?
Trust, Authorship & Transparency
Is ownership, contact information, and the basis for claims visible and verifiable?
Internal Linking & Knowledge Architecture
Are pages connected in a way that helps both visitors and machines understand the site's depth?
Accessibility & Mobile Performance
Does the site load quickly and work cleanly on mobile devices and assistive technologies?
Conversion Clarity & Contact Consistency
Is it easy for a visitor to understand what to do next and how to reach the business?
Readiness Levels
A website must score at least 80 and must not have an automatic disqualifier to be described as AI Search Ready under this standard.
Automatic Disqualifiers
What This Standard Does Not Mean
The AKR AI Search Readiness Standard evaluates website quality against a published methodology. It does not represent approval from any third party and does not guarantee the following:
AKR Marketing Designs · Self-Evaluation
Our Own Self-Assessment Record
AKR Marketing Designs is not independently certified by a third party. We evaluated our own site using this internal standard and published the actual results — including unresolved issues.
Review an AKR Evaluation Record
Every published evaluation record receives a unique record ID. Records are public and include the business name, domain, score, category breakdown, review date, expiration, and current status. Records follow this format: