SurrealDB

SurrealDB is a multi-model database that stores relational, document, graph, time-series, vector, and full-text data in one engine, queried through SurrealQL ^S27. It is used by developers building applications and AI agents, with a managed cloud and an Agent Memory layer for AI agent memory ^{S1 S54}. The engine is free to self-host under BSL 1.1, with SDKs and tools open source, and offers a cloud with usage-based pricing ^{S1 S29}.

• Identity: SurrealDB is a multi-model database for applications and AI agents ^S1.
• Core purpose: It solves the problem of fragmenting data across multiple databases by unifying relational, document, graph, time-series, vector, and full-text data in one engine ^S27.
• Intended users: Developers building applications and AI agents ^S1.
• Product scope: It is a database engine that runs embedded, as a single node, or as a distributed cluster, with a managed cloud and an Agent Memory layer ^{S27 S54}.
• Positioning: The company positions it as the database for applications and AI agents, built in the open ^S1.
• Claimed distinction: It claims to offer graph, vector, and full-text from one engine, avoiding stack fragmentation ^S1.

SurrealDB is a multi-model database and an Agent Memory layer: one engine for your application's data and durable, provable memory for your AI agents. surrealdb.com: an estimated 69,526 total monthly visits and about 3,605 monthly organic visits across 967 ranking keywords. Scout crawled 15 pages and measured a technical health score of 100/100.

• Total traffic (modeled): 69,526 monthly visits across all channels.
• Organic search traffic (estimated): 3,605 monthly visits from search.
• Strongest sampled ranking: fetch table at position 1.
• Leading page in the collected evidence: https://surrealdb.com/docs/reference/query-language/clauses/fetch.
• Closest measured organic competitor: deltawaterfowl.org, appearing 1 times in the sampled first-page SERPs.
• Technical crawl: 15 pages, health score 100/100.

Website intelligence — Collected evidence

Company identity and positioning

Total website traffic

Domain identity

Website capture

Top organic keywords

Independent Google result page

Query: fetch table

Website intelligence — Collected evidence

Prioritized website intelligence pages

Features

Pricing and plans

Integrations and supported platforms

Product and company updates

No supporting public-page evidence was collected for this category.

This analysis created the first position baseline at 2026-10-21T06:20:06.146Z. Movement appears after the next fresh analysis using the same location and language.

Sampled competitors

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

No links to supported independent review platforms were discovered on the collected pages.

Backlink comparison profile

• Domain rating: 71/100
• Backlinks: 40,470
• Referring domains: 5,009
• Dofollow backlinks: 59.0%
• Dofollow referring domains: 74.0%

Collection decision

The Scout search index remains intentionally excluded from automatic Scout analysis. This Scout traffic model profile costs 5 credits (0.5 cents) and is included in the first comparison run so its usefulness can be judged before the recurring collection is finalized.

AI-assistant referral traffic

• Estimated current generative-AI referral share: 1.2%

Scout traffic model did not return a separate AI-referral trend series for this domain.

Website intelligence — Collected evidence

Site-stated AI capabilities

These are first-party product claims, not independent measurements of AI-search visibility.

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.

Independent reviews

Customer proof

Independent mentions

• SurrealDB 1 is a fairly complete database written in Rust. I've used it for fa... / Hacker News — SurrealDB is still really coy on its performance/what it's good at/not good at to adopt for a major data project. There's lots of features but no real indication as to if I could scale them for a dataset of billions of records. I've had my fingers burnt too many times before by products with a big table of tick box features but none of them are really usable (e.g Geospatial data comes up for me a lot)
• Case studies and use cases / Advice and answers from SurrealDB — SurrealDB powers production systems across industries and use cases — from AI-native startups to large ... across user-device interactions. - Supported dynamic audience segmentation at scale. - Consolidated multiple data sources into a unified SurrealDB
• Benchmarking SurrealDB 3.x vs. Postgres, Mongo, Neo4j and Redis (With Fsync) / Hacker News — Benchmarking SurrealDB 3.x vs. Postgres, Mongo, Neo4j and Redis (With Fsync) / Hacker News Benchmarking SurrealDB 3.x vs. Postgres, Mongo, Neo4j and Redis (With Fsync) (surrealdb.com) 75 points by itsezc 4 months ago / hide / past / favorite / 31
• SurrealDB 3.0: Improved stability, performance, and tooling / Hacker News — SurrealDB 3.0: Improved stability, performance, and tooling / Hacker News SurrealDB 3.0: Improved stability, performance, and tooling (surrealdb.com) 26 points by tobiemh 7 months ago / hide / past / favorite / 3 comments
• Powering the future of influencer marketing — Later is a social media and influencer marketing platform that helps brands discover creators, launch campaigns and measure performance at scale. Its EdgeAI initiative brings inference, persistence and agentic feedback loops together, and at its core is a

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.

Every trust signal above is backed by a collected page or a registration record.

Not found in the collected public sources: public roadmap, changelog or release notes, status page, separate help center or knowledge base.

Scout — Bounded technical crawl

• Pages crawled: 15 of 15 maximum
• Technical health: 100/100
• Critical issues: 0
• Warnings: 0
• Notices: 0

Issues

The bounded crawl did not detect title, description, H1, canonical, indexing, thin-content, image-alt, response-time, or duplicate-metadata issues.

Crawled pages

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

Modeled acquisition channels

First-party connections

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.

The collected pages do not name any competitors. Pricing for the Scale plan's included usage is not published ^S29. Enterprise licensing and support details are handled directly by the team rather than published ^S49. No independent review ratings or customer testimonials were collected; the About page names Samsung, Verizon, and Tencent as production users ^S1.

This report is based on 15 collected pages from surrealdb.com, including the About page, documentation sections, and an authoritative pricing table from the pricing page. Static and browser rendering rendering were used; external proof search was enabled but only verified the existence of linked results, not their content. Pricing data was read on 2026-10-20 and may change. Claims are cited with source tokens ^S1–^S39.

• Official Websitehttps://surrealdb.com/cloudVerified
• Official Websitehttps://surrealdb.com/aboutVerified
• Documentationhttps://surrealdb.com/docsVerified
• Pricing Pagehttps://surrealdb.com/pricingVerified
• Pricing Pagehttps://surrealdb.com/docs/manage/organisations/billingVerified
• Official Websitehttps://surrealdb.com/solutionsVerified
• Official Websitehttps://surrealdb.com/surrealdb/featuresVerified
• Official Websitehttps://surrealdb.com/docs/learn/security/authorization/capabilitiesVerified
• Official Websitehttps://surrealdb.com/docs/manage/enterprise/product/database-enterpriseVerified
• Documentationhttps://surrealdb.com/integrationsVerified
• Documentationhttps://surrealdb.com/docs/agent-memoryVerified
• Documentationhttps://surrealdb.com/docs/agentsVerified
• Documentationhttps://surrealdb.com/docs/buildVerified
• Documentationhttps://surrealdb.com/docs/exploreVerified
• Documentationhttps://surrealdb.com/docs/labsVerified
• Articlehttps://surrealdb.com/casestudiesVerified
• Articlehttps://news.ycombinator.com/item?id=43111692Verified
• Review Sitehttps://www.producthunt.com/products/surrealdbVerified
• Review Sitehttps://blog.kapui.net/surrealdb-experience/Verified
• Articlehttps://surrealdb.com/customer/fountainVerified
• Articlehttps://support.surrealdb.com/en/articles/11538637-case-studies-and-use-casesVerified
• Articlehttps://news.ycombinator.com/item?id=48323844Verified
• Articlehttps://news.ycombinator.com/item?id=47047825Verified
• Articlehttps://surrealdb.com/customer/laterVerified