REPOGEO REPORT · LITE

GerevAI/gerev

Default branch main · commit 1018e122 · scanned 5/9/2026, 5:42:36 AM

GitHub: 2,813 stars · 179 forks

AI VISIBILITY SCORE

35 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 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 GerevAI/gerev, 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 the README's opening to explicitly differentiate Gerev and state its enterprise search purpose

Why:

CURRENT

⚡🔎 Live online demo! # AI-powered enterprise search engine 🔎 ### Join Discord for early access code! ... # Search engine for your organization! Find any conversation, doc, or internal page in seconds ⏲️⚡️ Join 100+ devs by hosting your own gerev instance, become a hero within your org! 💪

COPY-PASTE FIX

⚡🔎 Live online demo! # Gerev: The AI-powered enterprise search engine for your organization 🔎 Gerev is an open-source, self-hostable solution designed to help your team instantly find any internal document, conversation, or knowledge base entry across all your platforms. Unlike general AI agent frameworks, Gerev is purpose-built as a complete search engine to eliminate wasted time searching and empower your team with immediate access to information.

highhomepage#2
Add the project's official homepage URL to the repository's About section
Why:
COPY-PASTE FIX
```
https://[YOUR_PROJECT_HOMEPAGE_URL_HERE]
```

mediumcomparison#3

Add a 'Comparison' section to the README, explicitly contrasting Gerev with leading enterprise search solutions

Why:

COPY-PASTE FIX

## 🆚 Gerev vs. Other Enterprise Search Solutions

While solutions like Glean, Coveo, and Elastic Enterprise Search offer powerful capabilities, Gerev stands out as an open-source, self-hostable alternative providing full data control and a community-driven integration ecosystem. We focus on empowering organizations to own their search infrastructure without vendor lock-in, offering a transparent and customizable AI-powered solution for internal knowledge retrieval.

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 GerevAI/gerev

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Google Cloud Search

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Google Cloud Search · recommended 2×
Glean · recommended 1×
Coveo · recommended 1×
Elastic Enterprise Search · recommended 1×
Swiftype · recommended 1×

CATEGORY QUERY
How to quickly search across all my company's internal documents and communication platforms?
you: not recommended
AI recommended (in order):
1. Glean
2. Coveo
3. Elastic Enterprise Search
4. Swiftype
5. Microsoft Search
6. Google Cloud Search
7. Lucidworks Fusion
AI recommended 7 alternatives but never named GerevAI/gerev. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for an AI-powered semantic search engine for internal organizational knowledge bases.
you: not recommended
AI recommended (in order):
1. Elasticsearch (elastic/elasticsearch)
2. OpenSearch Neural Search (opensearch-project/neural-search)
3. Vespa.ai (vespa-engine/vespa)
4. Weaviate (weaviate/weaviate)
5. Pinecone
6. Azure Cognitive Search
7. Google Cloud Search
8. Algolia
AI recommended 8 alternatives but never named GerevAI/gerev. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
warn
Suggestion:
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 GerevAI/gerev?
pass
AI named GerevAI/gerev explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts GerevAI/gerev in production, what risks or prerequisites should they evaluate first?
pass
AI named GerevAI/gerev 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 GerevAI/gerev solve, and who is the primary audience?
pass
AI named GerevAI/gerev 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 GerevAI/gerev. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/GerevAI/gerev.svg)](https://repogeo.com/en/r/GerevAI/gerev)

HTML

<a href="https://repogeo.com/en/r/GerevAI/gerev"><img src="https://repogeo.com/badge/GerevAI/gerev.svg" alt="RepoGEO" /></a>

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