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AI Visibility Scorecard
QA flow
qaflow.com · Technology
Somewhat visible. AI bots can read QA flow, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#366,510 of 2,624,481 in Technology for AI visibility
5.7
/10
AEO Score
About QA flow
from our crawl and measurement
"AI-powered QA suite that generates test scenarios, runs automated browser tests, and reports bugs to Jira and Linear instantly. Integrates with Figma, Github, and dozens more." That is how QA flow introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (SoftwareApplication). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
7
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.7/10, QA flow has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for QA flow
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for QA flow.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qaflow
Cite this score: Engagemii (2026). "AEO Score for QA flow." Retrieved from https://engagemii.com/aeo/brands/qaflow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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