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AI Visibility Scorecard

Vian Consultancy

Vian Consultancy

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vianconsultancy.com Β· Professional Services

Borderline visible. AI bots can crawl Vian Consultancy, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#329,076 of 488,675 in Professional Services for AI visibility

3.9

/10

AEO Score

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About Vian Consultancy

from our crawl and measurement

Vian Consultancy describes itself simply: "Nairobi-based political consultancy helping Kenyan candidates build winning campaigns through authentic grassroots strategies." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry Β· Professional Services
Last scored Β· Aug 20, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 3.9/10, Vian Consultancy is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Vian Consultancy: How-To

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.

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Free signup unlocks the full article plus your personalized AEO fix list for Vian Consultancy.

Source & Attribution

Scored by Engagemii on August 20, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/vianconsultancy

Cite this score: Engagemii (2026). "AEO Score for Vian Consultancy." Retrieved from https://engagemii.com/aeo/brands/vianconsultancy

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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