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AI Visibility Scorecard
harper.fast · Technology
Somewhat visible. AI bots can read Harper: One Runtime for Apps, Agents, and Data, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#600,390 of 2,659,076 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
95
Muse Index Score
iAI agent readiness
Transactable · 95/100
30
AI Adoption
iBasic · 30/100
from our crawl and measurement
Harper: One Runtime for Apps, Agents, and Data, based in Denver, CO, describes itself simply: "Scalable performance for production apps, AI agents, streaming, and APIs in one in-process runtime. ~1ms data retrieval and up to 85% fewer LLM calls at scale." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 5.3/10, Harper: One Runtime for Apps, Agents, and Data has a working base to build on - fixable, and the signals above are where to start.
What is Harper?
Harper is the runtime platform for durable applications in the agentic era. It is a declarative, full-stack runtime that unifies database, cache, application logic, and messaging into one high-performance environment. Teams use Harper to define, build, and operate production applications with fewer moving parts and less integration overhead.
Is Harper a database?
Harper includes a high-performance database, but it is much more than that. Harper is a unified runtime platform that combines database, cache, application logic, real-time messaging, vector search, blob storage, and global deployment into one environment. Describing Harper as just a database understates its scope and strategic value.
How does Harper work with AI coding tools?
Harper provides a declarative full-stack surface that AI systems can reason about, design with, and act on directly. Because infrastructure and application behavior are defined in a unified, structured environment, AI coding tools like Claude Code, Cursor, Codex, and Gemini CLI can understand the entire application stack without navigating fragmented services and configurations. This makes AI-assisted development faster, safer, and more production-ready.
Why is Harper different from other infrastructure platforms?
Most modern application stacks are fragmented across many separate services for storage, APIs, messaging, caching, compute, and deployment. That fragmentation creates complexity for developers and even more friction for AI systems. Harper is different because it provides a unified runtime that reduces moving parts, eliminates integration overhead, and gives teams a single declarative surface for defining and operating production applications.
How does Harper fit into enterprise environments?
Harper helps enterprises adopt more AI in software delivery without forcing them to expose scattered infrastructure or customer-critical systems in uncontrolled ways. It works with existing CI/CD pipelines and delivery workflows, supports global deployment through Harper Fabric, and provides a more controlled and understandable platform surface for teams that need governance, performance, and operational clarity.
What types of applications can you build with Harper?
Harper is designed for durable, production-grade applications across a wide range of categories including e-commerce experiences, real-time backends, edge and IoT systems, operational platforms, event-driven architectures, media and live data environments, and distributed systems that require high performance and low latency.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/harper-fast
Cite this score: Engagemii (2026). "AEO Score for Harper: One Runtime for Apps, Agents, and Data." Retrieved from https://engagemii.com/aeo/brands/harper-fast
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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