RRepoGEO

REPOGEO REPORT · LITE

brunostjohn/perplexideez

Default branch main · commit 229a589d · scanned 6/16/2026, 9:17:08 PM

GitHub: 573 stars · 45 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 brunostjohn/perplexideez, 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

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

OVERALL DIRECTION
  • highreadme#1
    Clarify the main README tagline to emphasize Perplexity AI clone and differentiators

    Why:

    CURRENT
    Self-hosted AI-powered search.
    COPY-PASTE FIX
    Perplexideez is a self-hosted, AI-powered search engine designed as a Perplexity AI clone, enabling search across the web and your self-hosted applications using local AI agents, with built-in multi-user support.
  • mediumabout#2
    Refine the repository description for clarity and differentiation

    Why:

    CURRENT
    Search the web and your self-hosted apps using local AI agents.
    COPY-PASTE FIX
    A self-hosted Perplexity AI clone for web and local app search, powered by local AI agents, with multi-user support and integration capabilities.

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 brunostjohn/perplexideez
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
meilisearch/meilisearch
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. meilisearch/meilisearch · recommended 1×
  2. elastic/elasticsearch · recommended 1×
  3. opensearch-project/OpenSearch · recommended 1×
  4. typesense/typesense · recommended 1×
  5. weaviate/weaviate · recommended 1×
  • CATEGORY QUERY
    How to set up a self-hosted AI search engine for web and local apps?
    you: not recommended
    AI recommended (in order):
    1. Meilisearch (meilisearch/meilisearch)
    2. Elasticsearch (elastic/elasticsearch)
    3. OpenSearch (opensearch-project/OpenSearch)
    4. Typesense (typesense/typesense)
    5. Weaviate (weaviate/weaviate)
    6. Qdrant (qdrant/qdrant)
    7. Apache Solr (apache/solr)

    AI recommended 7 alternatives but never named brunostjohn/perplexideez. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source AI search tool with multi-user support and self-hosted app integration.
    you: not recommended
    AI recommended (in order):
    1. Elasticsearch
    2. OpenSearch Dashboards
    3. Kibana
    4. OpenSearch
    5. Apache Solr
    6. Meilisearch
    7. Typesense

    AI recommended 7 alternatives but never named brunostjohn/perplexideez. 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 brunostjohn/perplexideez?
    pass
    AI named brunostjohn/perplexideez explicitly

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

  • If a team adopts brunostjohn/perplexideez in production, what risks or prerequisites should they evaluate first?
    pass
    AI named brunostjohn/perplexideez 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 brunostjohn/perplexideez solve, and who is the primary audience?
    pass
    AI named brunostjohn/perplexideez explicitly

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

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brunostjohn/perplexideez — 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