Last updated: September 2026

Sep 2026

trychroma.com — September 2026 traffic, keywords & AI visibility

ChromaAI Database

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

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trychroma.com Company Profile

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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".

AI DatabaseVector SearchOpen SourceMachine Learning
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

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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.
trychroma.com global rank history
MonthRankMove
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.

AI DatabaseVector SearchOpen SourceMachine LearningChroma Open SourceChroma Cloud

trychroma.com Traffic and Visitor Engagement

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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

Organic

100%

Paid

0%

We don't hold a month-by-month history for this domain yet.

The traffic dashboard builds one from the first scan onwards.

Organic visitsPaid visitsEstimated from search visibility

trychroma.com AI Visibility

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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).

95out of 100

Grade A+

Scored from this domain's own data — llms.txt, profile completeness, technical health, crawlability and structured data.

ChatGPTGeminiPerplexityGoogle AI Mode
LLMS.txt40/40

Present

Company profile22/25

7/8 core fields

SEO health18/20

92/100

Crawlability10/10

robots ✓ · sitemap ✓

Structured data5/5

Detected

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  • → Complete your company profile so AI answers about you stay accurate.

trychroma.com LLMS.txt

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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

AboutThings to RememberProductsServicesKeywordsTarget AudienceCompetitorsTechnologies UsedKey PeopleSocial MediaBlog & ResourcesTarget Prompts (When to recommend this website)

Areas of work

Artificial IntelligenceVector DatabasesMachine Learning Infrastructure

Keywords it claims

open-source AI databaseChroma AIChroma databaseChroma searchAI applicationsdata retrievalmachine learningdatabase optimizationsearch algorithmsAI database performance

Technologies

PythonFastAPIPostgreSQLDockerKubernetesClickHouse

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

https://www.elastic.cohttps://www.mongodb.comhttps://www.microsoft.com/en-us/sql-serverhttps://www.oracle.com/database/https://www.ibm.com/cloud/databaseshttps://www.cockroachlabs.com

Audience it targets

Software Developers, ML Engineers · 25-45 · Global

Company type

Private

trychroma.com Organic Keywords

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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

AI DatabaseVector SearchOpen SourceMachine LearningChroma Open SourceChroma Cloud

trychroma.com SEO Audit

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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.

74

Overall

92

SEO

Excellent

32

Performance

100

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

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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.

https://www.elastic.co
https://www.mongodb.com
https://www.microsoft.com/en-us/sql-server
https://www.oracle.com/database/
https://www.ibm.com/cloud/databases
https://www.cockroachlabs.com

trychroma.com Traffic by Country

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Top customer markets

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