AI Visibility Scorecard
tembo.io · Technology
Somewhat visible. AI bots can read Tembo, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 17 times
Meta AI · Perplexity · Claude · Apple Intelligence
#10,584 of 2,704,934 in Technology for AI visibility
92
6
AEO Visibility
iVisible · 6.1/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
17
AI Adoption
iBasic · 17/100
from our crawl and measurement
"Run AI agents across your repos, tickets, and tools, with full visibility." That is how Tembo of Cincinnati, Ohio introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
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 6.1/10, Tembo has a working base to build on - fixable, and the signals above are where to start.
Who is Tembo for?
Every technical team can find work to delegate to Tembo, even if it's just keeping docs in sync with your product or getting AI PR reviews exactly the way you want them. With our generous free plan, you've got nothing to lose and productivity to gain.
I love Cursor and Claude Code, why do I need Tembo?
So do we, that's why they're inside Tembo. A lot of work can be done by coding agents off dev computers, proactively. Background agents optimize for quality over speed/cost, running in non-interactive mode so you're not actively waiting.
What about Cursor cloud agents, Bug Bot, etc.?
Our entire focus is background agents for technical teams. If you look closely at what we've built, you'll find it to be deeper, more customizable, and more capable than competitive offerings.
What if I just want to do local dev?
So do we, but technical teams are bombarded with way more work requests than traditional SDLC processes can handle. Adding async background agents like Tembo on top of your AI-infused local dev is a powerful strategy that will only grow stronger.
Can I trust agents to write code without close supervision?
Context engineering is a quickly developing practice, and agents are improving in leaps and bounds. With the latest LLMs and agents, it's quite amazing to see them work in non-interactive mode. You can read and audit the full session logs.
How do I maintain code quality and review standards?
All code goes through your review process. You control what gets merged. Tembo understands codebase context and picks up on rule-files and coding patterns from your organization.
Is my code and data secure with Tembo?
Tembo takes security seriously. All code runs in a secure, isolated environment. Tembo never stores your code permanently.
What programming languages and frameworks does Tembo support?
Tembo supports all major programming languages and frameworks: TypeScript, Python, Java, Go, Rust, React, Next.js, Django, Express, and more.
Is this your brand?
The exact fixes for Tembo
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tembo-io
Cite this score: Engagemii (2026). "AEO Score for Tembo." Retrieved from https://engagemii.com/aeo/brands/tembo-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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