RRepoGEO

REPOGEO REPORT · LITE

rivet-dev/rivet

Default branch main · commit 1bc0c9ae · scanned 5/28/2026, 11:52:00 AM

GitHub: 5,557 stars · 187 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface rivet-dev/rivet, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README's primary statement to lead with AI agent development

    Why:

    CURRENT
    <h3>Rivet Actors are the primitive for stateful workloads.</h3>
  <p>Built for AI agents, collaborative apps, and durable execution.</p>
    COPY-PASTE FIX
    <h3>Rivet is a visual programming environment and runtime for building, debugging, and deploying AI agents.</h3>
  <p>It leverages Rivet Actors as a primitive for stateful workloads, enabling durable execution for AI agents and collaborative applications.</p>
  • mediumtopics#2
    Add AI agent development and visual programming topics

    Why:

    CURRENT
    actor, actors, cloudflare, cloudflare-durable-objects, durable-objects, foundationdb, multiplayer, realtime, rust, serverless
    COPY-PASTE FIX
    actor, actors, cloudflare, cloudflare-durable-objects, durable-objects, foundationdb, multiplayer, realtime, rust, serverless, ai-agents, agent-framework, visual-programming, llm-orchestration, ai-workflow
  • lowabout#3
    Update description to clearly state Rivet's role as an AI agent development platform

    Why:

    CURRENT
    Rivet Actors are the primitive for stateful workloads. Built for AI agents, collaborative apps, and durable execution.
    COPY-PASTE FIX
    Rivet is a visual programming environment and runtime for building AI agents. It leverages Actors for stateful, durable execution in AI agents and collaborative apps.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface rivet-dev/rivet
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Akka
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Akka · recommended 1×
  2. Temporal.io · recommended 1×
  3. Apache Kafka · recommended 1×
  4. Redis · recommended 1×
  5. Apache Flink · recommended 1×
  • CATEGORY QUERY
    How to build scalable stateful services for AI agents and collaborative applications?
    you: not recommended
    AI recommended (in order):
    1. Akka
    2. Temporal.io
    3. Apache Kafka
    4. Redis
    5. Apache Flink
    6. PostgreSQL
    7. Microsoft Orleans

    AI recommended 7 alternatives but never named rivet-dev/rivet. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good options for durable execution of long-running, stateful serverless functions?
    you: not recommended
    AI recommended (in order):
    1. Temporal (temporalio/temporal)
    2. Cadence (uber/cadence)
    3. AWS Step Functions
    4. Durable Functions (Azure)
    5. Netflix Conductor (Netflix/conductor)
    6. Prefect (PrefectHQ/prefect)
    7. Apache Airflow (apache/airflow)

    AI recommended 7 alternatives but never named rivet-dev/rivet. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of rivet-dev/rivet?
    pass
    AI named rivet-dev/rivet explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts rivet-dev/rivet in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rivet-dev/rivet explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo rivet-dev/rivet solve, and who is the primary audience?
    pass
    AI named rivet-dev/rivet explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of rivet-dev/rivet. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/rivet-dev/rivet.svg)](https://repogeo.com/en/r/rivet-dev/rivet)
HTML
<a href="https://repogeo.com/en/r/rivet-dev/rivet"><img src="https://repogeo.com/badge/rivet-dev/rivet.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

rivet-dev/rivet — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite