#538,000 OF 936,116 IN EDUCATION
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AI Visibility Scorecard
Inception
inceptionplanning.com · Education
Borderline visible. AI bots can crawl Inception, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#538,000 of 936,116 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Inception
from our crawl and measurement
Inception describes itself simply: "Inception is an independent planning consultancy, providing specialist UK-wide planning permission & architectural design services." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.5/10, Inception is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Do you need planning consultancy?
Due to the increasing complexity and ever-changing nature of the planning system, the risk of undertaking planning applications without expert guidance can be an arduous and costly minefield. Whether you believe your project to be reasonably straightforward or have complex demands, get in touch with our planning consultants first to ensure a smooth and rewarding process.
Is this your brand?
The exact fixes for Inception
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Inception.
Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/inceptionplanning
Cite this score: Engagemii (2026). "AEO Score for Inception." Retrieved from https://engagemii.com/aeo/brands/inceptionplanning
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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