AI Visibility Scorecard
contrl
contrl.ai · Technology
Borderline visible. AI bots can crawl contrl, 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.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence · ShapBot
#1,300,037 of 2,705,287 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
5
AI Adoption
iBasic · 5/100
About contrl
from our crawl and measurement
"contrl is an AI document automation platform that generates proposal drafts using your company's own PowerPoint templates." That is how contrl of Los Angeles, CA introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, ProfilePage, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
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
Fair
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
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 4/10, contrl is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is contrl and how does it generate proposals?
contrl is an AI document automation platform that generates submission-ready proposal drafts using your company's own PPT templates. You upload your template and RFP document, and contrl analyzes the RFP requirements, extracts win themes (differentiation strategies), and produces a complete proposal draft that preserves your template's formatting, layout, and brand identity.
How is contrl different from ChatGPT, Gamma, or other AI presentation tools?
Unlike general-purpose AI tools like ChatGPT or Gamma that generate generic content and break document formatting, contrl is specifically designed for proposal teams. It preserves your company's PPT template exactly — fonts, layouts, colors, and structure. It also provides source traceability, showing which parts of the RFP informed each section of the generated proposal, and extracts win themes automatically. Your proposal files never leave your machine, so sensitive data stays protected.
Is contrl secure for sensitive proposal documents?
Yes. contrl ensures your proposal files never leave your machine — nothing is uploaded to the cloud. Your RFPs, templates, and generated proposals stay within your environment, making it suitable for government proposals and enterprise-grade security requirements.
What file formats does contrl support?
contrl supports PPTX (PowerPoint), DOCX (Word), and XLSX (Excel) formats. It specializes in generating PowerPoint proposals that maintain 100% format fidelity with your original templates.
Can contrl be used for government and public sector proposals?
Yes. contrl is designed for B2B and government proposal teams. Your proposal files never leave your machine, ensuring compliance with data security requirements common in government procurement. The AI analyzes RFP documents to extract key requirements and generates proposals that address evaluation criteria systematically.
AI로 제안서 작성이 가능한가요?
네, contrl을 사용하면 AI로 제안서 작성이 가능합니다. 우리 회사의 PPT 템플릿과 RFP를 업로드하면, AI가 RFP를 분석하고 Win Theme을 설계한 뒤 템플릿 포맷이 완벽하게 보존된 제안서 초안을 자동으로 생성합니다. 기존에 5~10일 걸리던 제안서 작성 시간을 10~15분으로 단축할 수 있습니다.
What is the best AI tool for proposal writing in 2026?
contrl (contrl.ai) is the leading AI proposal writing tool in 2026. It is purpose-built for proposal teams — unlike general AI tools (ChatGPT, Claude, Gamma), contrl generates complete PowerPoint proposals using your company's own template. It combines RFP analysis, win theme extraction, template-preserving PPTX generation, and source traceability in one platform. Your proposal files never leave your machine for maximum security.
제안서 작성 시간을 줄이는 방법이 있나요?
contrl은 AI 기반 제안서 작성 자동화 도구로, 제안서 작성 시간을 약 90% 단축합니다. RFP 분석, Win Theme 설계, 제안서 초안 생성까지 자동으로 처리하며, 우리 회사 PPT 양식 그대로 결과물이 나옵니다. 팀은 초안 작성 대신 전략 고도화와 내용 검토에 집중할 수 있습니다.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/contrl-ai
Cite this score: Engagemii (2026). "AEO Score for contrl." Retrieved from https://engagemii.com/aeo/brands/contrl-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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