AI Visibility Scorecard
Forma Frontpage - Ingenjörsbyrå FORMA AB
ibforma.com · Automotive
Borderline visible. AI bots can crawl Forma Frontpage - Ingenjörsbyrå FORMA AB, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#271,533 of 365,646 in Automotive for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Forma Frontpage - Ingenjörsbyrå FORMA AB
from our crawl and measurement
Forma Frontpage is a business whose own site puts it this way: "Gör om & gör rätt Går du i tankar att byta materiali din produkt, och sänka ditt CO2-avtryck?Vi har kunskapen, kontakterna och engagemanget som krävs,och hjälper dig gärna med hela." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.9/10, Forma Frontpage - Ingenjörsbyrå FORMA AB is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Hur viktigt är hållbarhet i din produktutveckling?
Vår spetskompetens är plastkonstruktion och vi tar gärna ett helhetsansvar för våra kunders utmaningar. Vi vill samarbeta med dig som prioriterar hållbarhet i dina produkter. Vår målsättning mot 2026 är bli en hållbar teknisk partner till den tillverkande industrin. I över 25 år har vi sysslat med genomtänkt produktoptimering på olika sätt – nu ska vi se till att hållbarhet är en uttalad del av detta.
Is this your brand?
The exact fixes for Forma Frontpage - Ingenjörsbyrå FORMA AB
Which AI engines already crawl you
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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 October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ibforma
Cite this score: Engagemii (2026). "AEO Score for Forma Frontpage - Ingenjörsbyrå FORMA AB." Retrieved from https://engagemii.com/aeo/brands/ibforma
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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