AI Visibility Scorecard
SOFT EDGE Sp. z o.o
hailmaster.app · Media & Entertainment
Somewhat visible. AI bots can read SOFT EDGE Sp. z o.o, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#7,313 of 1,966,247 in Media & Entertainment for AI visibility
7
AEO Visibility
iVisible · 6.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About SOFT EDGE Sp. z o.o
from our crawl and measurement
SOFT EDGE Sp. z o.o is a business whose own site puts it this way: "Solution for PDR professionals for quick car hail damage scan and inspection using AI. Easy and quick repair cost calculation." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
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
Weak
No inbound links found yet.
Domain Authority
Fair
Established authority for your domain.
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 6.9/10, SOFT EDGE Sp. z o.o has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Do You want to focus on dent repair rather than on dent counting and papers routine?
Our technology can help adjusters and technicians analyze damaged parts in a more effective way, taking less than a second per picture with an accuracy level that matches the human eye or even higher. The inspection process can take about 15 minutes per car, which is four times faster than a manual inspection.
Is this your brand?
The exact fixes for SOFT EDGE Sp. z o.o
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for SOFT EDGE Sp. z o.o.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hailmaster-app
Cite this score: Engagemii (2026). "AEO Score for SOFT EDGE Sp. z o.o." Retrieved from https://engagemii.com/aeo/brands/hailmaster-app
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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