Last updated: September 2026
Global rank: Worldwide · 2026-09
#120,578
AI visibility: Grade A+
95
SEO health: Latest audit
74
Visits
1.6K
per month, estimated
Keywords
493
ranking in Google
Organic share
100%
1.6K organic visits
LLMS.txt
Published
153 lines AI engines can read
You're seeing the free preview of trychroma.com
trychroma.com Company Profile
Chroma is an open-source vector database designed specifically for AI workloads, making it easier to handle embeddings and semantic search in machine learning projects. Developers love it because it simplifies storing, querying, and managing high-dimensional data without the headaches of traditional databases. From startups building chatbots to enterprises scaling recommendation systems, Chroma serves a wide range of…
Chroma was founded in 2022, about 4 years ago. Its workforce is listed as between 11 and 50 employees. Its profile files it under AI Database, with further tags for Vector Search, Open Source and Machine Learning. Products on record for it: Chroma Open Source and Chroma Cloud. Its tagline reads: "Open-source embedding database for building AI applications".
- Sector
- AI Database
- Founded
- 2022
- Employees
- 11-50
- Revenue
- Not Disclosed
- Funding
- Not Disclosed
- Products
- Chroma Open Source, Chroma Cloud
trychroma.com Web Traffic Statistics
Key findings
- Chroma (AI Database) is ranked #120,578 worldwide in our September 2026 domain ranking, up 8,494 places from #129,072 in August 2026.
- It is estimated to receive about 1,647 visits a month from search, 100% of it organic, across 493 ranking keywords.
- Its AI visibility score is 95 out of 100 (grade A+), with a published llms.txt of 153 lines.
- Its last technical audit scored 74/100, with "Implement H1 Tags" the highest-priority fix.
| Month | Rank | Move |
|---|---|---|
| September 2026 | #120,578 | ▲ 8,494 |
| August 2026 | #129,072 | ▲ 14,562 |
| July 2026 | #143,634 | ▲ 7,653 |
| June 2026 | #151,287 | — |
| May 2026 | #151,287 | ▲ 35,631 |
| April 2026 | #186,918 | ▲ 44,472 |
| March 2026 | #231,390 | ▲ 9,183 |
| February 2026 | #240,573 | — |
What this company does
Chroma is an open-source vector database designed specifically for AI workloads, making it easier to handle embeddings and semantic search in machine learning projects. Developers love it because it simplifies storing, querying, and managing high-dimensional data without the headaches of traditional databases. From startups building chatbots to enterprises scaling recommendation systems, Chroma serves a wide range of…
Our read on the site
The overall SEO health of trychroma.com is moderately strong, with a high accessibility score and a solid SEO score. However, there are critical gaps in content and on-page optimization that need to be addressed to improve performance and visibility in search engines.
trychroma.com Traffic and Visitor Engagement
trychroma.com draws an estimated 1,647 visits a month from search engines. Effectively all of it is organic — about 1,647 visits from unpaid results. Spread across 493 ranking keywords, that averages roughly 3.3 organic visits per keyword.
Monthly visits
1.6K
Latest estimate
Change
No monthly history yet
It starts building from the first scan
Organic visits
1.6K
100% of all traffic
Paid visits
0
No paid search detected
Organic vs paid
100%
0%
We don't hold a month-by-month history for this domain yet.
The traffic dashboard builds one from the first scan onwards.
trychroma.com AI Visibility
On our AI visibility scale trychroma.com earns 95 of 100 points, a grade A+. It takes full marks for LLMS.txt, Crawlability and Structured data. The biggest gap is Company profile, at 22 of 25 points (7/8 core fields), worth 3 points if closed. It also loses points on SEO health (18/20).
Grade A+
Scored from this domain's own data — llms.txt, profile completeness, technical health, crawlability and structured data.
Present
7/8 core fields
92/100
robots ✓ · sitemap ✓
Detected
Fix these first
- → Complete your company profile so AI answers about you stay accurate.
trychroma.com LLMS.txt
The llms.txt on trychroma.com runs to 153 lines (7,820 characters) across 12 sections, last generated in May 2026. It introduces the site as "Chroma - Open Source AI Database". It tells AI engines the business works in Artificial Intelligence, Vector Databases and Machine Learning Infrastructure. It describes 4 products, with prices such as Chroma Core at Free, Chroma Helm Charts at Free and Chroma Client SDKs at Free. Services it lists include Managed Hosting, Enterprise Support, Custom Integrations and Consulting. The audience it names is Software Developers, ML Engineers, aged 25-45 (Global). Technologies it mentions include Python, FastAPI, PostgreSQL, Docker and Kubernetes. The keywords it claims start with "open-source AI database", "Chroma AI", "Chroma database" and "Chroma search".
Status
Published
AI engines can read it
Lines
153
In the file
Size
7.8K
Characters
Sections
12
Updated May 2, 2026
What the file says
# Chroma - Open Source AI Database ## About Chroma stands out as the go-to open-source vector database tailored for AI devs who need to wrangle embeddings effortlessly. It powers everything from semantic search in chat apps to recommendation engines in e-commerce, serving solo hackers and big tech alike. The value prop? Blazing speed on similarity searches without bloated overhead, letting you iterate fast on prototypes or scale to millions of vectors. Setup's a breeze—pip install and you're querying in minutes, no PhD required. Community vibes are strong, with forums buzzing on integrations for Hugging Face models and OpenAI APIs. Production-ready with backups, monitoring, and multi-tenancy out of the box. Folks dig how it handles metadata filtering alongside dense vectors for hybrid queries. Cloud version takes away ops pain, auto-scaling as your AI app grows. Roadmap's packed: graph RAG, real-time streaming, even agentic workflows. Security's no afterthought—encryption, auth, and audit logs keep data safe. Compared to proprietary options, Chroma's free tier means zero lock-in, pure flexibility. Devs report 5x faster prototyping versus rolling their own FAISS wrappers. Active contribs keep it fresh, from quantization for edge devices to multimodal indexing. It's the secret sauce behind many viral AI tools you use daily. As LLMs evolve, Chroma's poised to anchor the data laye
Sections in the file
Areas of work
Keywords it claims
Technologies
Products it tells AI about
- Chroma CoreFree
- Chroma CloudContact for pricing
- Chroma Helm ChartsFree
- Chroma Client SDKsFree
Services it tells AI about
- Managed HostingUsage-based
- Enterprise SupportContact sales
- Custom IntegrationsQuote required
- ConsultingProject-based
Competitors it names
Audience it targets
Software Developers, ML Engineers · 25-45 · Global
Company type
Private
trychroma.com Organic Keywords
Google lists trychroma.com for about 493 keywords, which together bring an estimated 1,647 organic visits a month.
Ranking keywords
493
Found in Google for this domain
Visits they bring
1.6K
Estimated organic visits a month
Top ranking keywords
No ranked-keyword data cached for this domain yet.
Ranked Keywords pulls the full list on its first run.
What it ranks for
trychroma.com SEO Audit
The latest technical audit of trychroma.com scored 74 out of 100 overall. Performance is its weakest area at 32, while accessibility scores highest at 100. The audit makes 12 recommendations in all, and 3 of the 4 listed first are rated high priority or critical.
Overall
SEO
Excellent
Performance
Accessibility
Excellent
Fix these first
- CriticalImplement H1 Tags
- HighExpand Title Tag
- HighCreate Targeted Content
- MediumOptimize Meta Description
8 more recommendations, with the exact changes and the pages they apply to, are in the full report.
trychroma.com Competitors and Alternatives
Chroma's company profile names https://www.elastic.co, https://www.mongodb.com, https://www.microsoft.com/en-us/sql-server and https://www.oracle.com/database/ as competitors. Its own llms.txt adds https://www.ibm.com/cloud/databases and https://www.cockroachlabs.com. Outside its market, the domains ranked closest to it in our worldwide ranking are rbfa.be, piceasoft.com, voiper.ru and tieszhu.com.
trychroma.com Traffic by Country
Which markets this brand actually serves, and where the web links to it from.
Top customer markets
AI estimate · live webWe only measure visitor geography for domains whose analytics are connected to us. For everyone else this is read live from the web and shown as an estimate — never mixed in with the measured numbers.
No market breakdown available for this brand.
Where its backlinks come from
Measured. The country each linking site is hosted in — a real signal of which regions know this brand.
No backlink sample for this domain yet.
Backlink Analytics collects one on its first run.
trychroma.com Backlink Analytics
Who vouches for this domain. Strong, varied links are still the clearest signal of authority — to search engines and to AI engines that cite sources.
We haven't run a backlink crawl for trychroma.com yet, so there are no link counts to show. Backlink Analytics builds the profile on its first run and it appears here after that.
—
links on file
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