Reserved for D4L

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D4L

D4L

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AEO Score: 6/10

Monitoring for AI engine activity

In the Engagemii AEO index

#81,580 of 3,044,293 in Technology for AI visibility

d4l.dev

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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. Two-thirds of websites are invisible to them. D4L just got measured.

6/10 means D4L is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.

About D4L

D4L runs the permissively-licensed open-source data stack (Apache NiFi, Trino, Ceph, OpenSearch, PostgreSQL, Cassandra, Kafka, Airflow, Superset, OpenSearch Dashboards, Prometheus, Iceberg, Keycloak, Kubernetes) on bare-metal hardware Deasil Works owns across six U.S. facilities. Fixed monthly cost in the hundreds of dollars, not Snowflake bills in the tens of thousands. No per-seat licensing. No license-change ambushes (MongoDB 2018, Elastic 2021, HashiCorp 2023, Redis 2024). Pipelines you can take with you. Bring your own OSS stack or pick from ours.

Key Topics

Open-source-based private cloud. Operated by us. Owned by you.

Details

Industry: Technology

d4l.dev

AI Visibility Breakdown

3

Structured Data

8

Content Structure

8

Entity Clarity

6

E-E-A-T Signals

6

Technical AEO

4

AI Discoverability

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Your full 6-category score breakdown

Exact fixes: robots.txt, schema, llms.txt

AI bot crawls from ChatGPT, Claude, Perplexity, Gemini

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Picked for D4L: Tech & Electronics

Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?

Tech buyers are the most research-intensive shoppers on the internet.

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Source & Attribution

Scored by Engagemii on July 10, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/d4l-dev

Cite this score: Engagemii (2026). "AEO Score for D4L." Retrieved from https://engagemii.com/aeo/brands/d4l-dev

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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