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Market/Categories/Developer & AI Platform/Vivgrid

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

Vivgridvivgrid.com

No product description has been published for this domain yet. Everything below is measured directly.

Developer & AI Platformvivgrid.comTracked since 2026-08-192 discovery sources
25KBacklinks
156Referring domains
42Domain authority
+14.5%Referring domains · 90 days

Authority & distribution

How strong is Vivgrid’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

25KCurrent snapshot

Referring domains

156Current snapshot

Authority

42Domain authority · category median 22

90-day move

+14.5%Referring domains, last 90 days
At 42, Vivgrid sits above the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

See the trajectoryOpen the full profile

AI referral visibility

Which AI assistants are already sending Vivgrid traffic?

Measured · Pro

Measured for this product: AI referral traffic.

Unlock this profileOpen the full profile

Product profile

What Vivgrid is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“Vivgrid”

No usable description reached this profile from any discovery source, so none is shown. The measured signals below are unaffected.

Developer & AI PlatformSeen 2026-08-19 → 2026-08-21Coverage tier C

What we have measured

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://www.vivgrid.com/?ref=futuretools.io

Observed across 2 discovery sources.

Research questions

What the evidence answers about Vivgrid.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does Vivgrid offer or include in terms of features?

Vivgrid offers serverless LLM function calling, a managed skills and memory system, and full observability. Key features include the ability to trace every decision and tool call, test agents with guardrails before deployment, update skills instantly across all agents, and deploy on a global GPU network with inference latency under 50ms.

What is Vivgrid and what problem does it solve?

Vivgrid is a managed skills platform that solves the problem of deploying, managing, and observing AI agent tools and reasoning in a serverless cloud environment. It provides serverless LLM function calling, letting enterprise AI agents run their tools in the cloud with built-in observability, evaluation, and globally distributed inference.

What is Vivgrid used for, and in what situations?

Vivgrid is used for building and operating enterprise AI agents from prototype to production. It is specifically for managing the tools, memory, and reasoning of AI agents in a server-side environment, enabling rapid updates without client-side app releases and providing control over skills and credentials.

Who is Vivgrid for?

Vivgrid is designed for enterprise teams and developers building AI agents. The platform emphasizes features like managing system prompts, models, and tools server-side, which are relevant for organizations needing to control and scale agent deployments.

4 of 6 research questions are answered for this product. The rest need source evidence we have not collected yet, so they are left unanswered rather than guessed.

Behind the lock

Unlock full Vivgrid intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 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