50% off the $29.99 Customized Fix Kit. Use at checkout:
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
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. Two-thirds of websites are invisible to them. Bob4 just got measured.
7/10 means Bob4 is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Bob4
Based in Lincolnshire, BOB4 specialises in custom engineering of hot and cold food vehicles. Led by expert Bob Wilding, we offer bespoke builds, a signature design fleet, and innovative electric models. We also repair our own and competitors' trucks. Committed to exceptional service, we're available 24/7 for advice. Additionally, we supply Hobbyweld gas, offering reliable solutions for professionals and hobbyists. Visit us for your mobile catering vehicle and gas needs.
Key Topics
Details
Industry: Food & Beverage
bob4.comAI Visibility Breakdown
4
Structured Data
8
Content Structure
7
Entity Clarity
6
E-E-A-T Signals
8
Technical AEO
7
AI Discoverability
Is this your brand?
Claim free. You'll see:
Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
Personal 50% off code at checkout
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Bob4.
Source & Attribution
Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bob4
Cite this score: Engagemii (2026). "AEO Score for Bob4." Retrieved from https://engagemii.com/aeo/brands/bob4
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - AI Brand Discovery and AEO Platform