Overview
Summary
The useful answer before the supporting detail.
Redis Cloud is a fully managed in-memory database service built on Redis, the fast in-memory database for caching, vector search, and NoSQL S1 S39. It is used by developers and enterprises to build real-time applications such as caching, session management, and AI agent memory, solving the problem of deploying and scaling Redis without operational overhead S39. Its practical value lies in offering enterprise-grade features like active-active geo-distribution, Redis Data Integration, and AI capabilities, with deployment options across major clouds or on-premises S39 S40.
Product identity and positioning
Name, category, positioning, audience, and first-party claims.
- Identity: Redis Cloud is the fully managed version of Redis, the in-memory database S39 S1.
- Core purpose: Provides a fast, scalable data store for caching, search, and real-time AI workloads S1 S39.
- Intended users: Developers and enterprises building real-time applications S49 S39.
- Product scope: A managed cloud service, distinct from Redis Software (on-prem) and Redis open source, with components like Redis Insight and Redis Data Integration S1 S40.
- Positioning: Positioned as the world's fastest in-memory database, enabling faster app development S1 S49.
- Claimed distinction: Offers enterprise-grade architecture beyond open source, with features like active-active and Redis 8 on AWS/GCP S39 S40.
Use cases and audiences
Who the product serves and the jobs it is designed to handle.
| Audience | Practical use case |
|---|---|
| Developers | Build real-time applications with caching, session management, and pub/sub messaging S39. |
| AI teams | Use Redis for semantic caching, agent memory, and vector search to power AI agents S1 S39. |
| Enterprises | Deploy globally with active-active geo-distribution for high availability S40. |
| Data engineers | Sync data from source databases to Redis for real-time feature serving S40. |
| Fraud detection teams | Use Redis for real-time decisions and feature stores to stop fraud S1 S42. |
Traffic and search
SEO analysis
Collected Oct 21, 2026redis.io: an estimated 734,682 total monthly visits and about 108,627 monthly organic visits across 22,125 ranking keywords. Scout crawled 15 pages and measured a technical health score of 97/100.
Search summary
The useful answer before the supporting detail.
Developers love Redis. Unlock the full potential of the Redis database with Redis Enterprise and start building blazing fast apps. redis.io: an estimated 734,682 total monthly visits and about 108,627 monthly organic visits across 22,125 ranking keywords. Scout crawled 15 pages and measured a technical health score of 97/100.
- Total traffic (modeled): 734,682 monthly visits across all channels.
- Organic search traffic (estimated): 108,627 monthly visits from search.
- Strongest sampled ranking: 7.8 6 at position 1.
- Leading page in the collected evidence: https://redis.io/docs/latest/operate/oss_and_stack/management/persistence/.
- Closest measured organic competitor: percentagecal.com, appearing 3 times in the sampled first-page SERPs.
- Technical crawl: 15 pages, health score 97/100.
Website intelligence — Collected evidence
Company identity and positioning
| Page type | Evidence | Source |
|---|---|---|
| integrations | Developers love Redis. Unlock the full potential of the Redis database with Redis Enterprise and start building blazing fast apps. | https://redis.io/ |
| features | Redis IrisReal-time context for agents Redis LangCacheSave on tokens for common questionsRedis Context RetrieverLeverage context from anywhereRedis Agent MemoryAgentic memory for consistent experiencesRedis Data IntegrationCDC across your structured data Redis FlexMore data, more speed, less costCachingSub-ms read/write at scaleStreamingEvent-driven messaging & data pipelinesSession managementFast, persistent storage for sessions SearchSearch & query for structured dataFeature storeReal-time ML feature pipeline for apps & agents | https://redis.io/feature-form/ |
| features | Fraud detectionStop fraud, protect customersReal-time decisionsAct on data in real timeCaching & performanceOur bread & butter Real-time messagingStreams at the speed of thoughtSession managementConsistent experiences everywhereLeaderboardsKnow who’s winning | https://redis.io/feature-form/ |
| features | UniversityBecome a Redis expertTutorialsHow-to for whatever you’re trying to doQuick startsGo 0 to 1: Redis fastKnowledge baseGet support | https://redis.io/feature-form/ |
| features | Machine learning thrives on real-time data, but creating real-time pipelines can seem impossible. Not with Feature Form. Simply define your features as code, and Feature Form will turn them into prod-grade data pipelines for model training and inference. | https://redis.io/feature-form/ |
| features | [Customers](#customers) | https://redis.io/feature-form/ |
| features | Operationalize real-time data for machine learning | https://redis.io/feature-form/ |
| features | Feature Form orchestrates between your offline data systems and real-time serving. It turns your feature definitions into computation across Snowflake, Databricks, and more, and keeps your Redis online store up to date for low-latency feature retrieval. | https://redis.io/feature-form/ |
| features | Define features once and use them for training and inference | https://redis.io/feature-form/ |
| features | Built for enterprise AI teams | https://redis.io/feature-form/ |
| features | Keep teams from reinventing features, understand which models are using which features, and learn how features are evolving over time. | https://redis.io/feature-form/ |
| features | Audit logs for every change | https://redis.io/feature-form/ |
Domain performance
Modeled total traffic, six-month trend, engagement, countries, and domain identity.
Total website traffic
| Month | Modeled visits |
|---|---|
| 2026-04 | 1,070,354 |
| 2026-05 | 1,029,920 |
| 2026-06 | 899,565 |
| 2026-07 | 827,501 |
| 2026-08 | 789,909 |
| 2026-09 | 734,682 |
Top visitor countries
| Country | Name | Traffic share |
|---|---|---|
| IN | India | 20.0% |
| US | United States | 16.0% |
| CN | China | 7.5% |
| DO | Dominican Republic | 2.9% |
| BR | Brazil | 2.5% |
Domain identity
| Signal | Value |
|---|---|
| Registered | May 28, 2010 |
| Last changed | Aug 11, 2026 |
| Expires | May 28, 2027 |
| WHOIS server | whois.nic.io |
| DNSSEC | — |
| Nameservers | ns-247.awsdns-30.com, ns-1248.awsdns-28.org, ns-791.awsdns-34.net, ns-1731.awsdns-24.co.uk |
Website capture

Organic keywords
Top keywords and an independent Google result page.
Top organic keywords
| Keyword | Volume | CPC | Estimated value |
|---|---|---|---|
| redis | 193,980 | $2.78 | $79,560 |
| redisinsight | 3,910 | $1.74 | $4,390 |
| redis download | 5,030 | $1.43 | $3,660 |
| redis insight | 3,950 | $1.86 | $3,330 |
| reddis | 7,700 | $4.35 | $3,260 |
Independent Google result page
Query: 7.8 6
| Position | Title | URL | Description |
|---|---|---|---|
| 1 | Śrīmad-Bhāgavatam 7.8.6 | https://vedabase.io/en/library/sb/7/8/6/ | ŚB 7.8.6 · Translation. My son Prahlāda, you rascal, you know that when I am angry all the planets of the three worlds tremble, along with their chief rulers. |
| 2 | DomiNIC Release 7.8.6 | https://dominic.de/release-7-8-6/ | DomiNIC Release 7.8.6. Posted on November 15, 2019 April 19, 2023. Important: Release 7.8.6 requires NIC-Container 4.7 or higher; if you use Eurid you will ... |
| 3 | The 5.6.7.8's | https://en.wikipedia.org/wiki/The_5.6.7.8%27s | The 5.6.7.8's are a Japanese rock band from Tokyo that formed in 1986. Since 1992, the band's line-up has consisted of Ronnie Fujiyama (vocals, guitar), ... |
| 4 | Minor update (6) for Vivaldi Desktop Browser 7.8 | https://vivaldi.com/blog/minor-update-six-7-8/ | This update includes a minor upgrade to Chromium 144 (Extended Stable Release) from upstream, which in turn includes security fixes from ... |
| 5 | 12th Maths Tamil Medium Chapter 7 Exercise 7.8 Sum 6 | https://www.youtube.com/watch?v=qnDaw7KEvTM | 12th Maths Tamil Medium Chapter 7 Exercise 7.8 Sum 6. @STKMATHS714 likes34K views3 years ago more. Subscribe ... |
| 6 | THERM Software Downloads | Windows & Daylighting | https://windows.lbl.gov/therm-software-downloads | Minimum Computer Requirements. Pentium class or better. At least 64 MB of random access memory (RAM). For optimal operation, 128 MB or more of RAM is ... |
| 7 | Minor update (6) for Vivaldi Desktop Browser 7.8 | https://www.reddit.com/r/vivaldibrowser/comments/1rkno72/minor_update_6_for_vivaldi_desktop_browser_78/ | This update includes a minor upgrade to Chromium 144 (Extended Stable Release) from upstream, which in turn includes security fixes from ... |
| 8 | Common Vulnerability Scoring System Version 3.1 Calculator | https://www.first.org/cvss/calculator/3.1 | Common Vulnerability Scoring System Version 3.1 Calculator. Hover over metric group names, metric names and metric values for a summary of the information ... |
| 9 | Listen to The 5.6.7.8's Songs | https://open.spotify.com/artist/5MZqcO35TJh5QXaFmvXmUy | While their biggest international exposure was a cameo in the Tarantino flick Kill Bill, 5.6.7.8's are much more than one-hit wonders, bearing the proud ... |
| 10 | Chapter 7: Considering bias and conflicts of interest among ... | https://www.cochrane.org/authors/handbooks-and-manuals/handbook/current/chapter-07 | 6 Judgement of notable concern about conflict of interest#section-7-8-6. Review authors should describe funding information and conflicts of interest of authors ... |
Important pages
Pages earning the most estimated search traffic in the sample.
Website intelligence — Collected evidence
Prioritized website intelligence pages
| Type | Page | Words | Change | URL |
|---|---|---|---|---|
| integrations | Redis - Real-time data for agents & apps | 774 | new | https://redis.io/ |
| pricing | Pricing \ | playwright | 1,506 | new |
| features | Redis Feature Store | 1,135 | new | https://redis.io/feature-form/ |
| features | Solutions \ | playwright | 736 | new |
| features | Introduction to Feast: Building fast feature stores with Redis | 2,169 | new | https://redis.io/blog/building-feature-stores-with-redis-introduction-to-feast-with-redis/ |
| features | Real-time AI/ML feature stores: fast and scalable | 2,874 | new | https://redis.io/blog/feature-stores-for-real-time-artificial-intelligence-and-machine-learning/ |
| features | Introducing Redis Feature Form | 1,245 | new | https://redis.io/blog/introducing-redis-feature-form/ |
| features | AI Cost Optimization \ | playwright | 1,003 | new |
| features | Authentication token storage solutions with Redis | 905 | new | https://redis.io/solutions/authentication-token-storage/ |
| features | Fast caching solutions with Redis | 1,236 | new | https://redis.io/solutions/caching/ |
| features | Deduplication \ | static | 761 | new |
| features | Fast Data Ingestion \ | static | 1,492 | new |
| features | Flex \ | static | 700 | new |
| features | Fast leaderboards with Redis solutions | 2,192 | new | https://redis.io/solutions/leaderboards/ |
| features | Fast messaging solutions with Redis | 972 | new | https://redis.io/solutions/messaging/ |
Features
| Page type | Evidence | Source |
|---|---|---|
| features | 86.5% accuracy. ~$0.07 per session. See how Redis stacks up in the Agent Memory Benchmark. | https://redis.io/feature-form/ |
| features | [Read the report | https://redis.io/feature-form/ |
| features | ](/resources/agent-memory-benchmark-report/) | https://redis.io/feature-form/ |
| features | Redis IrisRedis Iris | https://redis.io/feature-form/ |
| features | Redis IrisReal-time context for agents Redis LangCacheSave on tokens for common questionsRedis Context RetrieverLeverage context from anywhereRedis Agent MemoryAgentic memory for consistent experiencesRedis Data IntegrationCDC across your structured data Redis FlexMore data, more speed, less costCachingSub-ms read/write at scaleStreamingEvent-driven messaging & data pipelinesSession managementFast, persistent storage for sessions SearchSearch & query for structured dataFeature storeReal-time ML feature pipeline for apps & agents | https://redis.io/feature-form/ |
| features | Get RedisDownloads | https://redis.io/feature-form/ |
| features | Redis CloudFully managed, fully flexibleRedis SoftwareOn-premRedis open source frameworkRedis 8.8PricingLet’s talk numbersRedis on AWSBuy with cloud commitsAzure Managed RedisMicrosoft-supported RedisRedis on Google CloudRedis from the marketplace | https://redis.io/feature-form/ |
| features | Redis InsightUI to visualize, query, & debugRIOTGet data into Redis from anywhereClient librariesPython, Node, Java, Go, .Net, & moreSDKsConnect Redis to your apps | https://redis.io/feature-form/ |
| features | AI & ML Apps | https://redis.io/feature-form/ |
| features | Scale agent & agentic systems Everything you need to be successful RAGUnderstand how Redis powers RAGSemantic searchRight answers, right nowMLLeverage your features, fastToken optimizationAll the AI without all the costAI cost optimizationControl AI costs without compromise | https://redis.io/feature-form/ |
| features | Core Workloads | https://redis.io/feature-form/ |
| features | Fraud detectionStop fraud, protect customersReal-time decisionsAct on data in real timeCaching & performanceOur bread & butter Real-time messagingStreams at the speed of thoughtSession managementConsistent experiences everywhereLeaderboardsKnow who’s winning | https://redis.io/feature-form/ |
| features | Financial servicesE-commerce & retailGamingHealthcareTelco | https://redis.io/feature-form/ |
| features | Redis CloudThe nitty grittyWelcome to the communityJoin the largest open source community in cacheDev HubAll the tools to build | https://redis.io/feature-form/ |
| features | UniversityBecome a Redis expertTutorialsHow-to for whatever you’re trying to doQuick startsGo 0 to 1: Redis fastKnowledge baseGet support | https://redis.io/feature-form/ |
| features | BlogAll the wordsResource centerEverything you need, in one placeDemo centerAnything & everything, in actionReference architecturesNo guessing, just deploy | https://redis.io/feature-form/ |
| features | Resource Center | https://redis.io/feature-form/ |
| features | Virtual & live eventsCome say hello | https://redis.io/feature-form/ |
| features | Join the Redis Partner NetworkFind a partnerAWSGoogleMicrosoft | https://redis.io/feature-form/ |
| features | Learn how to BuildVisit our dev hub | https://redis.io/feature-form/ |
Pricing and plans
| Page type | Evidence | Source |
|---|---|---|
| pricing | 86.5% accuracy. ~$0.07 per session. See how Redis stacks up in the Agent Memory Benchmark. | https://redis.io/pricing/ |
| pricing | Redis CloudFully managed, fully flexibleRedis SoftwareOn-premRedis open source frameworkRedis 8.8PricingLet’s talk numbersRedis on AWSBuy with cloud commitsAzure Managed RedisMicrosoft-supported RedisRedis on Google CloudRedis from the marketplace | https://redis.io/pricing/ |
| pricing | Try RedisBook a meeting | https://redis.io/pricing/ |
| pricing | Up to 30 MBJust go for it | https://redis.io/pricing/ |
| pricing | Total $5/monthGet Essentials | https://redis.io/pricing/ |
| pricing | View pricing | https://redis.io/pricing/ |
| pricing | First $200 free | https://redis.io/pricing/ |
| pricing | \*Minimum $200 /monthGo Pro | https://redis.io/pricing/ |
| pricing | Flex for TBs of data, millions of ops/sec, adjustable pricing, and RAM:Flash ratio | https://redis.io/pricing/ |
| pricing | View pricing | https://redis.io/pricing/ |
| pricing | EssentialsFrom $0.007/hour | https://redis.io/pricing/ |
| pricing | Get Essentials | https://redis.io/pricing/ |
| pricing | <table class="styles-module-scss-module__rFv_pG__table styles-module-scss-module__rFv_pG__desktopTable"><tbody><tr class="styles-module-scss-module__rFv_pG__tr"><td></td><td><div class="styles-module-scss-module__rFv_pG__planDetailAndCta"><div class="styles-module-scss-module__rFv_pG__textContainer"><span class="styles-module-scss-module__SjEKjW__text styles-module-scss-module__SjEKjW__variant_body styles-module-scss-module__SjEKjW__color_themeFgDefault styles-module-scss-module__SjEKjW__size_sm styles-module-scss-module__SjEKjW__weight_medium styles-module-scss-module__SjEKjW__textAlignment_left styles-module-scss-module__rFv_pG__planTitle">Free</span><span class="styles-module-scss-module__rFv_pG__price"><span class="styles-module-scss-module__SjEKjW__text styles-module-scss-module__SjEKjW__variant_body styles-module-scss-module__SjEKjW__color_themeFgDefault styles-module-scss-module__SjEKjW__size_sm styles-module-scss-module__SjEKjW__weight_regular styles-module-scss-module__SjEKjW__textAlignment_left">From $0</span><span class="styles-module-scss-module__SjEKjW__text styles-module-scss-module__SjEKjW__variant_body styles-module-scss-module__SjEKjW__color_themeFgDefault styles-module-scss-module__SjEKjW__size_sm styles-module-scss-module__SjEKjW__weight_regular styles-module-scss-module__SjEKjW__textAlignment_left">/hour</span></span></div><a class="styles-module-scss-module__N1dKDW__button styles-module-scss-module__N1dKDW__size_md styles-module-scss-module__N1dKDW__variant_rounded styles-module-scss-module__N1dKDW__theme_primary" target="_self" tabindex="0" href="/try-free/?rcplan=0"><span class="styles-module-scss-module__SjEKjW__text styles-module-scss-module__SjEKjW__variant_inherit styles-module-scss-module__SjEKjW__color_inherit styles-module-scss-module__SjEKjW__weight_regular styles-module-scss-module__SjEKjW__textAlignment_left">Just go for it</span></a></div></td><td><div class="styles-module-scss-module__rFv_pG__planDetailAndCta"><div class="styles-mo | https://redis.io/pricing/ |
| pricing | Questions about pricing? | https://redis.io/pricing/ |
Integrations and supported platforms
| Page type | Evidence | Source |
|---|---|---|
| integrations | 86.5% accuracy. ~$0.07 per session. See how Redis stacks up in the Agent Memory Benchmark. | https://redis.io/ |
| integrations | [Read the report | https://redis.io/ |
| integrations | ](/resources/agent-memory-benchmark-report/) | https://redis.io/ |
| integrations | Redis IrisRedis Iris | https://redis.io/ |
| integrations | Redis IrisReal-time context for agents Redis LangCacheSave on tokens for common questionsRedis Context RetrieverLeverage context from anywhereRedis Agent MemoryAgentic memory for consistent experiencesRedis Data IntegrationCDC across your structured data Redis FlexMore data, more speed, less costCachingSub-ms read/write at scaleStreamingEvent-driven messaging & data pipelinesSession managementFast, persistent storage for sessions SearchSearch & query for structured dataFeature storeReal-time ML feature pipeline for apps & agents | https://redis.io/ |
| integrations | Get RedisDownloads | https://redis.io/ |
| integrations | Redis CloudFully managed, fully flexibleRedis SoftwareOn-premRedis open source frameworkRedis 8.8PricingLet’s talk numbersRedis on AWSBuy with cloud commitsAzure Managed RedisMicrosoft-supported RedisRedis on Google CloudRedis from the marketplace | https://redis.io/ |
| integrations | Redis InsightUI to visualize, query, & debugRIOTGet data into Redis from anywhereClient librariesPython, Node, Java, Go, .Net, & moreSDKsConnect Redis to your apps | https://redis.io/ |
| integrations | AI & ML Apps | https://redis.io/ |
| integrations | Scale agent & agentic systems Everything you need to be successful RAGUnderstand how Redis powers RAGSemantic searchRight answers, right nowMLLeverage your features, fastToken optimizationAll the AI without all the costAI cost optimizationControl AI costs without compromise | https://redis.io/ |
| integrations | Core Workloads | https://redis.io/ |
| integrations | Fraud detectionStop fraud, protect customersReal-time decisionsAct on data in real timeCaching & performanceOur bread & butter Real-time messagingStreams at the speed of thoughtSession managementConsistent experiences everywhereLeaderboardsKnow who’s winning | https://redis.io/ |
| integrations | Financial servicesE-commerce & retailGamingHealthcareTelco | https://redis.io/ |
| integrations | Redis CloudThe nitty grittyWelcome to the communityJoin the largest open source community in cacheDev HubAll the tools to build | https://redis.io/ |
| integrations | UniversityBecome a Redis expertTutorialsHow-to for whatever you’re trying to doQuick startsGo 0 to 1: Redis fastKnowledge baseGet support | https://redis.io/ |
| integrations | BlogAll the wordsResource centerEverything you need, in one placeDemo centerAnything & everything, in actionReference architecturesNo guessing, just deploy | https://redis.io/ |
| integrations | Resource Center | https://redis.io/ |
| integrations | Virtual & live eventsCome say hello | https://redis.io/ |
| integrations | Join the Redis Partner NetworkFind a partnerAWSGoogleMicrosoft | https://redis.io/ |
| integrations | Learn how to BuildVisit our dev hub | https://redis.io/ |
Product and company updates
No supporting public-page evidence was collected for this category.
Rank tracking
Persistent keyword baselines and position movement.
This analysis created the first position baseline at 2026-10-21T06:17:03.418Z. Movement appears after the next fresh analysis using the same location and language.
Features
Features and capabilities
Core functions and evidence-backed product capabilities.
| Capability | What it does |
|---|---|
| Caching | Provides sub-millisecond read/write performance for caching use cases S1. |
| Vector search | Supports real-time vector search for semantic caching and AI agent memory S39. |
| Redis Data Integration (RDI) | Syncs data from source databases and warehouses in near-real-time for fast reads S40. |
| Active-Active geo-distribution | Enables multi-region replication for high availability and low latency S40 S39. |
| Redis Copilot | AI-powered assistant to help build applications S39. |
| Redis Insight | GUI for visualizing, querying, and debugging Redis data S1. |
| Data tiering (Flex) | Intelligently manages data between RAM and NVMe SSD storage for cost efficiency S42. |
Integrations and ecosystem
Connected products, exports, APIs, and workflow compatibility.
| Integration or interface | Type | What it enables |
|---|---|---|
| AWS, GCP, Azure | Cloud marketplace | Deploy Redis Cloud on major cloud providers, with Azure Managed Redis as a first-party service S39 S49. |
| Datadog, Dynatrace, New Relic | Monitoring integration | Monitor Redis Cloud performance and metrics S15. |
| Grafana | Integration | Visualize Redis metrics in Grafana dashboards S50. |
| ODBC/JDBC connector | Data connector | Connect Redis to BI tools and other data systems S50. |
| Spark connector | Data connector | Integrate Redis with Apache Spark for data processing S50. |
| Redis Data Integration (RDI) | Data integration | Sync data from source databases and warehouses in near-real-time S40. |
| Client libraries | SDK | Build applications with Python, Node, Java, Go, .NET, and more S1. |
Pricing
Pricing and plans
Published plans, free access, trials, credits, and pricing limitations.
| Plan or offer | Verified price and billing | Included | Limits |
|---|---|---|---|
| Free | $0 S40 | One database, shared deployment S40 | 30 MB storage S40 |
| Essentials | From $0.007/hour (~$5/month) S40 | Single database, up to 99.99% uptime S40 | 250 MB to 100 GB storage S40 |
| Pro | From $0.014/hour, minimum $200/month S40 | Multiple databases, active-active, auto-tiering S40 | Unlimited RAM S40 |
| Annual | Annual subscription pricing S50 | Includes 24/7 support, Grafana integration S50 | Not established |
| Flexible | On-demand pricing S50 | Includes ODBC/JDBC connector S50 | Not established |
Competition
Competitive landscape
Domains competing for the same organic search demand.
Sampled competitors
| Competitor | First-page appearances | Sampled queries | Average position | Queries observed |
|---|---|---|---|---|
| percentagecal.com | 3 | 1 | 3.3 | 7.8 6 |
| appbrain.com | 1 | 1 | 2 | 7.8 6 |
| medium.com | 1 | 1 | 2 | aof redis |
| wccftech.com | 1 | 1 | 3 | 7.8 6 |
| stackoverflow.com | 1 | 1 | 4 | aof redis |
| docs.cloud.google.com | 1 | 1 | 5 | aof redis |
| php.net | 1 | 1 | 6 | 7.8 6 |
| reddit.com | 1 | 1 | 7 | 7.8 6 |
| learn.microsoft.com | 1 | 1 | 7 | aof redis |
| math.answers.com | 1 | 1 | 8 | 7.8 6 |
Website intelligence — Collected evidence
Customers, testimonials, and first-party review claims
No supporting public-page evidence was collected for this category.
Independent review sources discovered
| Platform | Status | Discovered source |
|---|---|---|
| discovered_not_scraped | https://drive.google.com/file/d/1ocJNDbEUxXVJqyBVD35k-Vvr1y8hjN5k/view | |
| discovered_not_scraped | https://groups.google.com/g/feast-dev/c/D0IHN_DALFA?pli=1 | |
| discovered_not_scraped | https://drive.google.com/file/d/1KfOMI9C-aitJNPdGB56L-6tA8BBp9gsl/view |
AI visibility
Measured ChatGPT and Google AI mentions with cited sources.
AI-assistant referral traffic
- Estimated current generative-AI referral share: 2.0%
| Month | Traffic share | Source |
|---|---|---|
| — | — | All AI assistants |
| — | — | All AI assistants |
| — | — | All AI assistants |
Website intelligence — Collected evidence
Site-stated AI capabilities
| Page type | Evidence | Source |
|---|---|---|
| features | Fraud detectionStop fraud, protect customersReal-time decisionsAct on data in real timeCaching & performanceOur bread & butter Real-time messagingStreams at the speed of thoughtSession managementConsistent experiences everywhereLeaderboardsKnow who’s winning | https://redis.io/feature-form/ |
| features | Machine learning thrives on real-time data, but creating real-time pipelines can seem impossible. Not with Feature Form. Simply define your features as code, and Feature Form will turn them into prod-grade data pipelines for model training and inference. | https://redis.io/feature-form/ |
| features | Operationalize real-time data for machine learning | https://redis.io/feature-form/ |
| features | Built for enterprise AI teams | https://redis.io/feature-form/ |
| features | Fraud detectionStop fraud, protect customersReal-time decisionsAct on data in real timeCaching & performanceOur bread & butter Real-time messagingStreams at the speed of thoughtSession managementConsistent experiences everywhereLeaderboardsKnow who’s winning | https://redis.io/solutions/ |
| features | Fraud detectionStop fraud, protect customersReal-time decisionsAct on data in real timeCaching & performanceOur bread & butter Real-time messagingStreams at the speed of thoughtSession managementConsistent experiences everywhereLeaderboardsKnow who’s winning | https://redis.io/blog/building-feature-stores-with-redis-introduction-to-feast-with-redis/ |
| features | A feature store is a centralized place where data scientists from different teams across your organization can share features) for machine learning. The feature store allows them to search, reuse, and serve features in production at scale. As MLOps matures, feature stores are becoming a cornerstone of machine learning platforms for a few reasons: | https://redis.io/blog/building-feature-stores-with-redis-introduction-to-feast-with-redis/ |
| features | When companies need to deliver real-time, ML-based applications to support high volumes of online traffic, Redis is most often selected as the foundation for the online feature store, thanks to its ability to deliver ultra-low latency with high throughput at scale. We’re seeing ML cloud platform providers offer feature stores using Redis, as in the recent examples of H2O AI Feature Store and Microsoft’s Azure Feature Store. And we’re also seeing a host of build-your-own implementations of feature stores using Redis at a variety of companies including Wix, Swiggy, Comcast, Zomato, AT&T, DoorDash, iFood, and Uber. | https://redis.io/blog/building-feature-stores-with-redis-introduction-to-feast-with-redis/ |
| features | Open source feature store implementations such as Feast are also choosing Redis. Redis was selected as Feast’s online store for real-time use cases at scale, first by the Indonesian ride-hailing company Gojek (who was the initial creator of Feast in collaboration with Google), and later by Feast’s early adopters, such as Udaan and Robinhood. In addition to that, Redis was selected by Microsoft for the online store of its new Azure Feature Store with Feast (stay tuned for more details on that soon!). | https://redis.io/blog/building-feature-stores-with-redis-introduction-to-feast-with-redis/ |
| features | Feast (Feature store) is an open source feature store that’s part ofthe Linux Foundation’s AI & Data Foundation. Feast can serve features from a low-latency online store or from an offline store, while also providing a central registry, storage, and serving. This allows ML engineers and data scientists to discover the relevant features for ML use cases and serve them in production. | https://redis.io/blog/building-feature-stores-with-redis-introduction-to-feast-with-redis/ |
| features | Fraud detectionStop fraud, protect customersReal-time decisionsAct on data in real timeCaching & performanceOur bread & butter Real-time messagingStreams at the speed of thoughtSession managementConsistent experiences everywhereLeaderboardsKnow who’s winning | https://redis.io/blog/feature-stores-for-real-time-artificial-intelligence-and-machine-learning/ |
| features | Feature Stores for Real-time AI/ML: Benchmarks, Architectures, and Case Studies | https://redis.io/blog/feature-stores-for-real-time-artificial-intelligence-and-machine-learning/ |
| features | [](https://claude.ai/new?q=Search%20the%20web%20and%20answer%3A%20Summarize%20this%20Redis%20blog%20post%3A%20%22Feature%20Stores%20for%20Real-time%20AI%2FML%3A%20Benchmarks%2C%20Architectures%2C%20and%20Case%20Studies%22%20%E2%80%94%20https%3A%2F%2Fredis.io%2Fblog%2Ffeature-stores-for-real-time-artificial-intelligence-and-machine-learning.md) | https://redis.io/blog/feature-stores-for-real-time-artificial-intelligence-and-machine-learning/ |
| features | [](https://www.perplexity.ai/search/new?q=Summarize%20this%20Redis%20blog%20post%3A%20%22Feature%20Stores%20for%20Real-time%20AI%2FML%3A%20Benchmarks%2C%20Architectures%2C%20and%20Case%20Studies%22%20%E2%80%94%20https%3A%2F%2Fredis.io%2Fblog%2Ffeature-stores-for-real-time-artificial-intelligence-and-machine-learning.md) | https://redis.io/blog/feature-stores-for-real-time-artificial-intelligence-and-machine-learning/ |
| features | Real-time artificial intelligence / machine learning (AI/ML) use cases, such as fraud prevention and recommendation, are on the rise, and feature stores play a key role in deploying them successfully to production. According to popular open source feature store Feast, one of the most common questions users ask in their community Slack is: howscalable/performantis Feast?This is because the most important characteristic of a feature store for real-time AI/ML is the feature serving speed from the online store to the ML model for online predictions or scoring. Successful feature stores can meet stringent latency requirements (measured in milliseconds), consistently (think p99) and at scale (up to millions of queries per second, with gigabytes to terabytes-sized datasets) while at the same time maintaining a low total cost of ownership and high accuracy. | https://redis.io/blog/feature-stores-for-real-time-artificial-intelligence-and-machine-learning/ |
| features | As we will see in this post, the choice of an online feature store, as well as the architecture of the feature store, play important roles in determining how performant and cost-effective it is. It’s no wonder that oftentimes companies, before choosing their online feature store, perform thorough benchmarking to see which choice of architecture or online feature store is the most performant and cost-effective. In this post, we will review architectures and benchmarks from both DIY feature stores built by companies successfully deploying real-time AI/ML use cases and open source and commercial feature stores. Let’s begin. | https://redis.io/blog/feature-stores-for-real-time-artificial-intelligence-and-machine-learning/ |
| features | In the diagram above you can see an example of how the online mortgage company Better.com implemented its lead scoring ranking system using the open-source Feast feature store. As presented by Vitaly Sergey, Senior Software Engineer at Better.com, the features are materialized from the offline stores (S3, Snowflake, and Redshift) to the online store (Redis). In addition to that, features are also ingested into the online store from streaming sources (Kafka topics). Feast recently added support for streaming data sources (in addition to batch data sources) which is currently supported only for Redis. Supporting streaming data sources is very important for real-time AI/ML use cases as these use cases rely on fresh live data. | https://redis.io/blog/feature-stores-for-real-time-artificial-intelligence-and-machine-learning/ |
| features | Fraud detectionStop fraud, protect customersReal-time decisionsAct on data in real timeCaching & performanceOur bread & butter Real-time messagingStreams at the speed of thoughtSession managementConsistent experiences everywhereLeaderboardsKnow who’s winning | https://redis.io/blog/introducing-redis-feature-form/ |
| features | Fraud detectionStop fraud, protect customersReal-time decisionsAct on data in real timeCaching & performanceOur bread & butter Real-time messagingStreams at the speed of thoughtSession managementConsistent experiences everywhereLeaderboardsKnow who’s winning | https://redis.io/solutions/ai-cost-optimization/ |
| features | AI & ML Apps | https://redis.io/feature-form/ |
These are first-party product claims, not independent measurements of AI-search visibility.
Marketing opportunities
Actions calculated directly from the collected evidence.
| Opportunity | Recommended action | Evidence |
|---|---|---|
| Competitor gap | Review the sampled queries where percentagecal.com appears. | 3 first-page appearances across 7.8 6 |
Website intelligence — Collected evidence
Website evidence gaps
- customers: no usable public page was collected; verify whether the site publishes this evidence.
- reviews: no usable public page was collected; verify whether the site publishes this evidence.
- changes: no usable public page was collected; verify whether the site publishes this evidence.
- identity: no usable public page was collected; verify whether the site publishes this evidence.
- technical: no usable public page was collected; verify whether the site publishes this evidence.
Trust and proof
Customers, proof, and reviews
Published proof, customer signals, and review evidence.
Independent reviews
| Platform | Page | How it was found | Note |
|---|---|---|---|
| G2 | Redis Products / Read 172 Reviews on G2 | Grounded web search | ProductRedis Software130 reviewsRedis Software is designed for organizations that need fast, reliable in-memory database capabilities alongside the flexibility to manage their infrastructure. With sub-millisecond latency and millions of operations per second, Redis Software excels in delivering real-time performance. Built for high availability and disaster recovery, Redis Software ensures your data remains safe and accessible, providing the foundation for fast, scalable applications. ... Produc |
Customer proof
No named customers, testimonials, or customer case studies were found.
Independent mentions
- Can anyone explain the need for redis in a clear way for someone who knows how d... / Hacker News — Redis is really a mix-bag of many useful commands, see https://redis.io/commands . It has been referred to as the "swiss army knife" because you can build many custom solutions from these building blocks. Still, its most common use-case is for in-memory key/value caching for performance reasons. For instance, if you have one database query that takes a particularly long time, you can execute it once and store the result in redis, and then retrieve that value extremely fast.
- Ask HN: What's the best Redis learning resource? / Hacker News — Redis University is free. The quality of materials is superb. I fully prepared for Redis Certification exam using only Redis University materials / Official redis docs. https://redis.io/university/ ... , I found code crafter to be very useful for
- Redis 8.0-M3 Brings Async I/O Threading, 12x Speed-Up with New AVX2 Code Path / Hacker News — 8.0-M3 Brings Async I/O Threading, 12x Speed-Up with New AVX2 Code ... One of the more interesting things to me is they're picking up some of the headline changes from the ValKey fork in this release, like https://github.com/redis/redis/pull/13732
- Redis official site not working because it cannot connect to a redis / Hacker News — Anyway all the content is public and open source... (see redis-io and redis-doc repositories), and all our releases are tagged on Github. So the site is not vital in case it goes down for some short time.
- Redis Stack / Hacker News — 31, 2022 / hide / past / favorite / ... It doesn't change Redis. redis-server will stay simple as it always been, redis-stack-server extends redis-server with addition functionality for those who need more low latency data access more than Redis K/V.
- Try Redis in Browser / Hacker News — I cannot reach https://tryredis.io but can reach https://try.redis.io. Not sure if its the same. ... @mamato you you are right I made a typo in the url. It should be https://try.redis.io Sorry about that. I can't delete this
- The Fastest Redis Ever / Hacker News — . This is, actually, a lot like how it used to be when I ... like they were out of scope, and yet many shown to be among the best features. Now it is perfectly clear that Pub/Sub belonged to Redis very well, for instance.
- Redis 101 / Hacker News — To have more "persistance", at the sacrifice of speed, you can use the "Append Only File" 1 feature. You can also decrease the time it takes to make a snapshot. ... a 1 million keys database in 40 milliseconds"!) but not recommend for use in production.
External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.
Company, security, and trust
Ownership, policies, security signals, and public trust evidence.
| Signal | Finding | Source |
|---|---|---|
| Company and ownership | Redis is the company behind Redis Cloud, the world's fastest in-memory database S1. | S1 |
| Contact and support | 24/7 toll-free support hotline is available on paid plans S50. | S50 |
| Legal and privacy | Redis uses cookies in compliance with its Privacy Policy S39. | S39 |
| Security and compliance | Claims compliance with SOC 2, PCI, HIPAA, GDPR S39. | S39 |
| Uptime and status page | Offers up to 99.999% uptime SLA S15 S40. | S15 |
Documentation and product updates
Help resources, product guidance, and visible changes over time.
| Resource or update | Type | What is available | Date or freshness |
|---|---|---|---|
| Docs | Documentation | Documentation is publicly available. (source) | Not dated |
| Contact and support | Support | Public contact and support channel. (source) | Not dated |
| Contact and support | Support | Public contact and support channel. (source) | Not dated |
| What Is a Solution Architect, and How to Become One / Redis | Guide | Developers love Redis. Unlock the full potential of the Redis database with Redis Enterprise and start building blazing fast apps. (source) | Not dated |
| About Redis: Fast in-memory database | Release notes | Public product change history. (source) | Not dated |
| Redis pricing calculator: find your plan fast | Roadmap | Public product roadmap. (source) | Not dated |
Not found in the collected public sources: status page, separate help center or knowledge base.
Technical
Technical and delivery signals
Delivery model, platforms, API, data ownership, reliability claims and release activity.
| Signal | Finding | Source |
|---|---|---|
| Delivery model (cloud, self-hosted, desktop, browser extension) | Fully managed cloud service, deployable on-prem or BYOC S39. | S39 |
| Platforms and apps | Works on most POSIX systems like Linux, *BSD, and Mac OS X S1. | S1 |
| API and extensibility (API, SDK, webhooks, MCP, plugins) | Provides client libraries for Python, Node, Java, Go, .NET, and more S1. | S1 |
| Data ownership and export | Not published on the collected pages. | — |
| Performance and reliability claims | Sub-millisecond local read/write latency at any throughput S39. | S39 |
| Release activity | Redis 8.4 is fully managed S39. | S39 |
Measured infrastructure
Domain, certificate, and hosting signals, measured directly.
| Signal | Finding |
|---|---|
| First archived | 2010-06-02 — web archive |
| TLS certificate | Google Trust Services, valid, expires 2026-12-03 |
| Security headers | HSTS, CSP |
| Headers not served | X-Content-Type-Options, X-Frame-Options, Referrer-Policy |
| Server header | cloudflare |
| Mail handled by | us-smtp-inbound-1.mimecast.com, us-smtp-inbound-2.mimecast.com |
| Nameservers | ns-791.awsdns-34.net, ns-1248.awsdns-28.org |
Not measurable: rdap: no RDAP server published for .io. A gap here means the lookup was unavailable, not that the finding is negative.
Technical site audit
A bounded multi-page crawl with page-level issues and URLs.
Scout — Bounded technical crawl
- Pages crawled: 15 of 15 maximum
- Technical health: 97/100
- Critical issues: 0
- Warnings: 6
- Notices: 4
Issues
| Severity | Issue | Value | Affected URL |
|---|---|---|---|
| notice | Meta description length should be reviewed | 173 | https://redis.io/langcache/ |
| notice | Page is marked noindex | — | https://redis.io/context-retriever/ |
| notice | Meta description length should be reviewed | 47 | https://redis.io/feature-form/ |
| notice | Meta description length should be reviewed | 336 | https://redis.io/resources/videos/agent-memory-workshop/ |
| warning | Duplicate meta description in audit sample | 6 | https://redis.io/ |
| warning | Duplicate meta description in audit sample | 6 | https://redis.io/resources/agent-memory-benchmark-report/ |
| warning | Duplicate meta description in audit sample | 6 | https://redis.io/iris/ |
| warning | Duplicate meta description in audit sample | 6 | https://redis.io/context-retriever/ |
| warning | Duplicate meta description in audit sample | 6 | https://redis.io/agent-memory/ |
| warning | Duplicate meta description in audit sample | 6 | https://redis.io/solutions/flex/ |
Crawled pages
| Status | Title | H1s | Words | Response | URL |
|---|---|---|---|---|---|
| 200 | Redis - Real-time data for agents & apps | 1 | 1358 | 226 ms | https://redis.io/ |
| 200 | Agent Memory benchmark report \ | Redis | 1 | 3077 | 497 ms |
| 200 | Redis Iris \ | Redis | 1 | 1896 | 349 ms |
| 200 | Redis LangCache | 1 | 1411 | 194 ms | https://redis.io/langcache/ |
| 200 | Context Retriever \ | Redis | 1 | 1299 | 211 ms |
| 200 | Redis Agent Memory \ | Redis | 1 | 1293 | 395 ms |
| 200 | Redis Data Integration (RDI) — Real-time data, Redis fast | 1 | 1864 | 317 ms | https://redis.io/data-integration/ |
| 200 | Flex \ | Redis | 1 | 1321 | 368 ms |
| 200 | Fast caching solutions with Redis | 1 | 1812 | 569 ms | https://redis.io/solutions/caching/ |
| 200 | Fast messaging solutions with Redis | 1 | 1556 | 527 ms | https://redis.io/solutions/messaging/ |
| 200 | Fast session management solutions with Redis | 1 | 2128 | 480 ms | https://redis.io/solutions/session-management/ |
| 200 | Redis Search: real-time search & query at scale | 1 | 1360 | 178 ms | https://redis.io/search/ |
| 200 | Redis Feature Store | 1 | 1640 | 305 ms | https://redis.io/feature-form/ |
| 200 | Agent memory workshop | 1 | 1273 | 337 ms | https://redis.io/resources/videos/agent-memory-workshop/ |
| 200 | Download Redis now and learn what fast really means | 1 | 2376 | 470 ms | https://redis.io/downloads/ |
This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.
Search Console and Analytics
First-party search and behavioral data connection state.
Modeled acquisition channels
| Channel | Estimated share |
|---|---|
| direct | 32.9% |
| search | 49.1% |
| search organic | 48.4% |
| search paid | 0.7% |
| social | 4.6% |
| social organic | 4.3% |
| social paid | 0.3% |
| referrals | 9.9% |
| paid referrals | 0.4% |
| 1.1% | |
| gen ai | 2.0% |
| affiliate | 0.0% |
| other | 0.0% |
First-party connections
| Integration | Status | Data available after connection |
|---|---|---|
| Google Search Console | Not connected | Clicks, impressions, CTR, average position, queries, pages, countries, and devices |
| Google Analytics | Not connected | Organic sessions, engagement, landing pages, conversions, geography, and devices |
No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.
Limits and method
Limitations and open questions
Known constraints and missing evidence from the collected pages.
The collected sources do not mention any competitors by name. Evidence gaps include lack of named customer references, independent review ratings, and detailed security certifications beyond claims. Open questions remain about data export mechanisms and specific performance benchmarks under production workloads.
Sources, method, and limitations
Evidence inventory, collection method, provider use, and constraints.
This report is based on 15 collected pages from redis.io, including product pages, pricing, documentation, and blog posts. The evidence catalog includes static and rendered page captures, with external proof search limited to one query. Pricing data was verified from the authoritative pricing page. Limitations include potential marketing bias and lack of third-party verification.
- Official Websitehttps://redis.io/cloud/Verified
- Official Websitehttps://redis.io/about/Verified
- Documentationhttps://redis.io/docs/latest/Verified
- Pricing Pagehttps://redis.io/pricing/Verified
- Pricing Pagehttps://redis.io/blog/understanding-redis-enterprise-software-support-packages/Verified
- Pricing Pagehttps://redis.io/pricing/calculator/Verified
- Official Websitehttps://redis.io/feature-form/Verified
- Official Websitehttps://redis.io/solutions/Verified
- Official Websitehttps://redis.io/blog/database-trigger-features/Verified
- Official Websitehttps://redis.io/blog/redisinsight-new-diagnostic-and-support-features/Verified
- Official Websitehttps://redis.io/blog/using-redis-to-optimize-feature-rollouts-and-error-triaging/Verified
- Official Websitehttps://redis.io/blog/what-is-a-solution-architect-and-how-to-become-one/Verified
- Official Websitehttps://redis.io/deployment/deployments-features/Verified
- Official Websitehttps://redis.io/solutions/ai-cost-optimization/Verified
- Official Websitehttps://redis.io/solutions/authentication-token-storage/Verified
- Review Sitehttps://www.g2.com/sellers/redisVerified
- Articlehttps://news.ycombinator.com/item?id=27483926Verified
- Articlehttps://news.ycombinator.com/item?id=40892761Verified
- Articlehttps://news.ycombinator.com/item?id=43207197Verified
- Articlehttps://news.ycombinator.com/item?id=22554725Verified
- Articlehttps://news.ycombinator.com/item?id=30863327Verified
- Articlehttps://news.ycombinator.com/item?id=35475754Verified
- Articlehttps://news.ycombinator.com/item?id=42177391Verified
- Articlehttps://news.ycombinator.com/item?id=1459787Verified
