AI Visibility Scorecard
SwitchPilot
switch-pilot.com · Technology
Borderline visible. AI bots can crawl SwitchPilot, 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
#2,266,978 of 2,704,887 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About SwitchPilot
from our crawl and measurement
"UK energy comparison service. Every deal scored on price, service, complaints record, certainty and exit fees - so you switch to the right deal, not just the cheapest sticker." That is how SwitchPilot of London introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site gets some of it right: it has structured data on the page (Organization, WebSite), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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 3.5/10, SwitchPilot is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Are Bills So High?
The energy market is broken by design. Hidden charges are layered into your bill by policy, not accident - and most people have no idea they're paying them. Here's what's really going on. 💨You pay wind farms to switch off. When it's too windy, the grid can't cope - so we pay generators to stop producing. That cost lands on your bill.
Where Does Your Money Actually Go?
Your energy bill isn't just paying for gas and electricity. Hidden costs are baked in - here's where your money actually goes.
Watts in My Bill?
Upload a photo of your energy bill and our AI breaks down every charge, tells you if your tariff is good value or if you're being overcharged, and flags anything that looks wrong.
Is this your brand?
The exact fixes for SwitchPilot
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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 SwitchPilot.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/switch-pilot
Cite this score: Engagemii (2026). "AEO Score for SwitchPilot." Retrieved from https://engagemii.com/aeo/brands/switch-pilot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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