RRepoGEO

REPOGEO REPORT · LITE

ankane/searchkick

Default branch master · commit 1009d031 · scanned 5/10/2026, 5:17:59 PM

GitHub: 6,712 stars · 763 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 ankane/searchkick, 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 opening to clarify its role as a Ruby/Rails library

    Why:

    CURRENT
    :rocket: Intelligent search made easy
    COPY-PASTE FIX
    Searchkick is an intelligent search library that makes it easy to add powerful search capabilities to your Ruby and Rails applications.
  • hightopics#2
    Add more specific and ecosystem-related topics

    Why:

    CURRENT
    elasticsearch, opensearch, rails
    COPY-PASTE FIX
    ruby, rails, full-text-search, search-engine-integration, autocomplete, typo-tolerance, machine-learning-search, elasticsearch, opensearch
  • mediumhomepage#3
    Add the project's official homepage URL

    Why:

    COPY-PASTE FIX
    Set the 'Homepage' field in the repository settings to the project's official website URL.

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 ankane/searchkick
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Elasticsearch
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Elasticsearch · recommended 2×
  2. Algolia · recommended 2×
  3. Meilisearch · recommended 2×
  4. Apache Solr · recommended 1×
  5. Vespa.ai · recommended 1×
  • CATEGORY QUERY
    Need a search solution that learns from user queries and handles common typos effectively.
    you: not recommended
    AI recommended (in order):
    1. Elasticsearch
    2. Algolia
    3. Apache Solr
    4. Vespa.ai
    5. Meilisearch
    6. Azure Cognitive Search
    7. Google Cloud Search

    AI recommended 7 alternatives but never named ankane/searchkick. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What library offers autocomplete and 'did you mean' functionality for application search?
    you: not recommended
    AI recommended (in order):
    1. Algolia
    2. Elasticsearch
    3. Solr
    4. Meilisearch
    5. Fuse.js
    6. Lunr.js

    AI recommended 6 alternatives but never named ankane/searchkick. 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 ankane/searchkick?
    pass
    AI named ankane/searchkick explicitly

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

  • If a team adopts ankane/searchkick in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ankane/searchkick 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 ankane/searchkick solve, and who is the primary audience?
    pass
    AI named ankane/searchkick 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 ankane/searchkick. 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/ankane/searchkick.svg)](https://repogeo.com/en/r/ankane/searchkick)
HTML
<a href="https://repogeo.com/en/r/ankane/searchkick"><img src="https://repogeo.com/badge/ankane/searchkick.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

ankane/searchkick — 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