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AI Visibility Scorecard

Tembo

Tembo

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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 6 times

Meta AI · Claude · Apple Intelligence

#39,247 of 2,644,612 in Technology for AI visibility

6.8

/10

AEO Score

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About Tembo

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 6.8 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).

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

8

Forum and community discussion.

Social Mentions

1

Social discussion and mentions.

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 6.8/10, Tembo has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

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

Weekly ChatGPT & Claude citation tracking

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Picked for Tembo: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

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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Source & Attribution

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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