Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31
Atlan is a data catalog and governance platform designed to provide a single source of truth for all data assets. It enables efficient data discovery, active data governance, and collaboration across teams.
Traffic & engagement
Traffic and engagement were not measured for this domain. The ranking positions below were.
Search demand
Search economics, brand dependence and ranking depth expose whether demand is portable or tied to the brand.
| # | Keyword | Clicks | Organic | Paid | Share |
|---|---|---|---|---|---|
| 1 | metadata | 420 | 420 | 0 | 1.01% |
| 2 | harness engineering | 350 | 350 | 0 | 0.84% |
| 3 | context graph | 320 | 100 | 220 | 0.77% |
| 4 | crawl job mysql | 300 | 300 | 0 | 0.72% |
| 5 | what is the advantage unity catalog in databricks | 280 | 280 | 0 | 0.68% |
AI referral visibility
AI referrals are still a minority channel, but they show which assistants and pages are becoming discovery surfaces.
The identifiable AI mix includes ChatGPT, Gemini, Claude, Perplexity, while the source groups 57.9% into “Others”.
| # | Page / folder | Traffic | Share |
|---|---|---|---|
| 1 | other | 14.5K | 57.88% |
| 2 | atlan.com/careers | 1.5K | 6.15% |
| 3 | atlan.com | 917 | 3.67% |
| 4 | atlan.com/know/ontology-vs-semantic-layer | 687.5 | 2.75% |
| 5 | horizon.atlan.com | 687.5 | 2.75% |
| 6 | atlan.com/know/ai-memory-system | 541.5 | 2.17% |
| 7 | atlan.com/know/ai-agent/context-portability | 513 | 2.05% |
| 8 | atlan.com/know/context-layer-for-ai-agents | 513 | 2.05% |
| 9 | atlan.com/know/gartner/data-governance-maturity-model | 476 | 1.91% |
| 10 | atlan.com/data-governance | 419 | 1.68% |
| 11 | atlan.com/know/what-is-retrieval-augmented-generation | 384 | 1.54% |
| 12 | atlan.com/know/harness-engineering-vs-prompt-engineering | 368 | 1.47% |
| 13 | atlan.com/know/best-ai-agent-memory-frameworks-2026 | 260 | 1.04% |
| 14 | atlan.com/bcbs-239-guide | 256 | 1.03% |
| 15 | atlan.com/databricks-unity-catalog | 254 | 1.02% |
| 16 | atlan.com/know/what-is-a-context-graph | 247 | 0.99% |
| 17 | atlan.com/know/litellm-vs-portkey-vs-bedrock-gateway | 206 | 0.82% |
| 18 | humansofdata.atlan.com | 204.5 | 0.82% |
| 19 | atlan.com/careers/jobs | 185.7 | 0.74% |
| 20 | atlan.com/know/ai-agent/adlc-vs-sdlc | 171 | 0.68% |
| 21 | atlan.com/know/gartner/magic-quadrant-for-data-governance-2026 | 149 | 0.60% |
| 22 | atlan.com/know/context-engineering-platforms-comparison | 148 | 0.59% |
| 23 | atlan.com/know/ai-agent/ai-agent-memory/langchain-vs-langgraph | 146 | 0.58% |
| 24 | atlan.com/know/are-llms-stateless | 116 | 0.46% |
Product profile
Traffic makes more sense when you can connect it to the actual product promise.
“Atlan”
Atlan is a data catalog and governance platform designed to provide a single source of truth for all data assets. It enables efficient data discovery, active data governance, and collaboration across teams.
4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.
Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.
Canonical website: https://atlan.com
Observed across 1 discovery source.
Research questions
Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.
Atlan solves the problem of missing context for enterprise AI agents, preventing them from reasoning effectively about a business they don't understand. It provides a single source of truth for all data assets, enabling data discovery, active governance, and collaboration to make organizational knowledge available to every AI tool.
The primary audience for Atlan is AI-forward enterprises and their teams involved in data management, analytics, and AI deployment. The platform is trusted by such enterprises and is designed for roles like data engineers, data scientists, and business analysts who need to build or use AI applications that require deep business context.
Atlan offers an integrated AI-Ready Data & Knowledge Graph with components including Connectors, Data Lineage, Semantics & Ontology, and Agent Skills. It provides a Context Engineering Studio with systems for records, semantics, data, and knowledge. The platform supports custom and general-purpose agents and aims to be open and portable.
Atlan receives organic search traffic, with measured monthly visits ranging from approximately 64,869 to 77,702 between May and July 2026. The top keyword by click share is "metadata" (0.0101 share), followed by "harness engineering" (0.0084 share).
Atlan receives a total of approximately 24,973 measured visits from AI assistants. ChatGPT is the largest referrer with 6,133 visits (24.56% share), followed by Gemini (1,957 visits, 7.84%) and Claude (1,945 visits, 7.79%). The data was measured from February to July 2026.
Atlan has a domain authority of 34, which is higher than the median domain authority of 22 for products in the Data & Analytics category. This indicates stronger link authority compared to the typical product in its category.
As of August 22, 2026, Atlan has a strong link profile with 28,653 total backlinks and 5,177 referring domains. The domain authority is 34, and the backlink count shows consistent growth over the preceding days.
Atlan's organic search traffic shows some fluctuation but remains substantial. Measured monthly visits were 77,702 in May 2026, dipped to 64,869 in June, and rose to 75,576 in July 2026, indicating stable to positive growth over the three-month period.
Atlan is used to build an AI-Ready Data & Knowledge Graph, representing an enterprise's data and knowledge assets. It serves as a context layer for AI, used to provide business logic, semantic maps, and agent skills so that AI tools can act on trusted data. This is particularly useful when deploying AI agents for tasks like operational queries or data analysis.
Atlan is a data catalog and governance platform that serves as a context layer for enterprise AI. It provides a single source of truth for all data assets, enabling efficient data discovery, active governance, and collaboration across teams to make organizational knowledge available to every AI tool.
Behind the lock
Worldwide estimates · Data period 2026-05-01 → 2026-07-31 · AI referral period 2026-02-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured