AI visibility score
5.5/ 10Fair

▲ 0.5 since Jun 2026

#393,543 of 2,707,790 in Technology

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Dysposition

Dysposition

Unclaimed

dysposition.com · Technology

Somewhat visible. AI bots can read Dysposition, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 7 times

Claude · Meta AI · Apple Intelligence · ShapBot

#393,543 of 2,707,790 in Technology for AI visibility

6

AEO Visibility

i

Borderline · 5.5/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Dysposition

from our crawl and measurement

"I’ve found this framework incredibly useful for running a positioning exercise over the years." That is how Dysposition introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure, visible credibility markers and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business.

Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Good

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

Strong

Inbound links from other sites.

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 5.5/10, Dysposition has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

Who is this series for?

Early stage B2B or developer focused companies that have found their first few customers and believe they’re on a promising trajectory towards product/market fit. Spending time on product marketing without having any early traction is akin to spending time on 5 year revenue projections when you have just a handful of customers.

Why should you hear what I have to say?

I’ve spent the last 3 and a half years in product marketing at Twilio during a time of rapid change and transformation for the company. We went from having barely any sales force at the time of going public, to growing the sales organization more than 10x by mid-2020.

What is Product Marketing?

Communicating the value of your offering to a target customer to get them to buy it at a target price. Great Product Marketing drives preference for your product in the marketplace. It ensures your target customers think of your product first when faced with the problem it solves.

Who owns Product Marketing at the early stage?

At the early stage, product marketing needs to be an input to your product strategy. Kicking off a few product marketing activities once you’ve found early traction ensures your product has a strong narrative from day one. It’s also very effective at placing you in your customer’s shoes, forcing you to look at your product from the outside-in.

Why do some API infrastructure startups become massive businesses?

July 28, 2020 Pranav Deshpande Throughout my time at Twilio, I’ve often wondered why some software infrastructure companies become massive businesses while others falter.

Is this your brand?

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The exact fixes for Dysposition

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Picked for Dysposition: 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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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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