AI Visibility Scorecard
Wfloat
dubfloat.com · Technology
At 2.8/10, Wfloat is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#2,346,867 of 2,707,167 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 2.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
About Wfloat
from our crawl and measurement
Wfloat is one of the businesses we track in the Technology space. As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 2.8/10, Wfloat is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What platforms are supported?
Wfloat currently supports these platforms with more on the way. Web Browser package setup guide for web apps.
What is it for?
Wfloat is for developers that want to give their AI a voice at scale. It's made for AI powered games, assistants, agents, tutors, and more. We train and distribute lightweight, lifelike speech models that are small enough run on consumer devices. Rather than chasing frontier model capability, we are zeroing the cost of speech AI at inference time. In doing so, we will help power immersive AI driven apps and products.
How does it work?
It's easy, just install the Wfloat package into your frontend app ( takes 5 minutes ). From there, Wfloat automatically serves the correct speech model assets directly to your end users. Pricing is different and competitive compared to other speech AI developer tools. We don't charge you anything for how much speech audio your users generate. In other words, inference is free.
What hardware do my users need to run it?
It runs on basically any phone, laptop, PC, or tablet from the last decade. Expect near real-time performance on modern phones, tablets, and laptops. Expect about a 3 second time-to-first-audio delay on a 2017 iPhone 8 or Galaxy S8. If a user can comfortably run a modern website or mobile app, they will be in good shape here too. Copyright © 2026 WFLOAT LLC. Documentation
Is this your brand?
The exact fixes for Wfloat
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Wfloat.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dubfloat
Cite this score: Engagemii (2026). "AEO Score for Wfloat." Retrieved from https://engagemii.com/aeo/brands/dubfloat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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