AI Visibility Scorecard
OttoQA
ottoqa.com · Technology
Somewhat visible. AI bots can read OttoQA, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · Apple Intelligence
#34,109 of 2,705,353 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.6/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
13
AI Adoption
iBasic · 13/100
About OttoQA
from our crawl and measurement
OttoQA, based in Erie, PA, describes itself simply: "AI-powered quality assurance for contact centers. Built by operators at Expivia, a 600+ seat USA-based BPO." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Away from its own site, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 2023.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Good
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 6.6/10, OttoQA has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Your agents are on the phone right now. Do you know what they're saying?
Most people can't believe this exists for a center their size.
Is this your brand?
The exact fixes for OttoQA
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ottoqa
Cite this score: Engagemii (2026). "AEO Score for OttoQA." Retrieved from https://engagemii.com/aeo/brands/ottoqa
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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