AI Visibility Scorecard
Begin
begin.ee · Food & Beverage
Somewhat visible. AI bots can read Begin, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#295,177 of 1,393,482 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Begin
from our crawl and measurement
Begin describes itself simply: "Otsite midagi igapäevaelu lihtsustamiseks? Töögraafikute lihtsustamine, digitaalne tunnileht, tööajaarvestuse automatiseerimine, töötajate distsiplineerimine, kõik see iseloomustab Begini." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together.
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
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
Good
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
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 5.1/10, Begin has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Kuidas see töötab?
Kogu protsess ühel platvormil 1 Koostage töögraafik Planeerige töötajad õigetele aegadele ja kohtadele. Koostage vahetusi ja puudumisi, vältige konflikte ning saage reaalajas teateid tööle ilmumata jäämiste kohta.
Kuidas aitas Begin tarkvara Bellus Furniture OÜ-l säästa hulgaliselt tööaega?
“Põhiline põhjus oligi see, et meistrite aega kokku hoida ning saada tööaja arvestust täpsemaks – hilinemised ja varem ära minemised jäid pärast Begini kasutuselevõttu täiesti ära. Meistrite ajaline kokkuhoid oli meeletu, kuna nad ei pidanud enam tootmises ringi käima ja vaatama, kes oli tööl ja kes mitte.
Kuidas Est-Agar AS sai täpsema ülevaate tööaegadest ja hoidis seejuures poole aastaga kokku ca 4500€?
“Meie jaoks kõige suurem võit on täna administreerimisega seotud aeg ning kulud. See tähendab, et mul on ilma manuaalse tööta täpne ülevaade olemas, millal keegi tuleb ja millal läheb ning milliseid töid keegi kuna teeb.” Urmas Pau Tegevjuht
Kuidas hoiab Novara OÜ kokku ca 480h aastas?
“Jah, töötajad ümardasid käsitsi kirjutatud tunnilehtedel enda tööaegasid ning liialdamata võin öelda, et see on umbes 5–10 minutit päevas. Arvestades töötajate arvu, teeb see kuu jooksul märkimisväärse koguse tunde. Lisaks administreerimist on tunduvalt vähem, sest kogu info on kõikidele pooltele nähtav ühes kohas ning samal hetkel.
Kuidas hoidis Betonrak OÜ paberist tunnilehtede kaotamisega aastas kokku ca 111 000€ ?
“Begini tarkvara annab meile täpse info objektil tehtud tundidest, tänu millele jäävad ära igasugused vaidlused. Lisaks hoiame tänu Beginile kokku üle 3 tööpäeva jagu tunde, mis varasemalt kulus andmete ümbertöötlemisele. Kunagi, kui me olime väiksemad, saime paberil arvestuse tehtud suurema vaevata, kuid nüüd olen ma 100% veendunud, et ilma Beginita ei saaks me mitte kuidagi hakkama.” Rome Soomere Tegevjuht
Is this your brand?
The exact fixes for Begin
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/begin-ee
Cite this score: Engagemii (2026). "AEO Score for Begin." Retrieved from https://engagemii.com/aeo/brands/begin-ee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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