RRepoGEO

REPOGEO REPORT · LITE

appbaseio/reactivesearch

Default branch next · commit bc1bc833 · scanned 5/19/2026, 8:56:37 AM

GitHub: 4,920 stars · 469 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
68 /100
Needs work
Category recall
1 / 2
Avg rank #3.0 when recommended
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 appbaseio/reactivesearch, 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 statement to emphasize React search UI

    Why:

    CURRENT
    <p align="center" style="font-size: 1.2rem">UI components library for Elasticsearch, OpenSearch, Solr, MongoDB: Available for React and Vue</p>
    COPY-PASTE FIX
    <p align="center" style="font-size: 1.2rem">Build powerful, customizable search UIs for React and Vue applications, connecting to Elasticsearch, OpenSearch, Solr, and MongoDB.</p>
  • mediumtopics#2
    Add more specific React search UI topics

    Why:

    CURRENT
    data-components, developer-tools, elasticsearch, hacktoberfest, hacktoberfest2022, live-demos, react, react-components, reactive-search, reactivesearch, reactivesearch-api, search, search-ui, searchbox, ui-components, vue, vue-components
    COPY-PASTE FIX
    data-components, developer-tools, elasticsearch, hacktoberfest, hacktoberfest2022, live-demos, react, react-components, react-search, react-search-ui, reactive-search, reactivesearch, reactivesearch-api, search, search-ui, searchbox, ui-components, vue, vue-components
  • lowreadme#3
    Clarify the distinction between ReactiveSearch and Searchbox in the README

    Why:

    CURRENT
    Check out Searchbox if you're building search UIs for other JS frameworks, React Native or Flutter.
    COPY-PASTE FIX
    ReactiveSearch focuses on React and Vue. For other JS frameworks, React Native, or Flutter, consider our related Searchbox library.

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
1 / 2
50% of queries surface appbaseio/reactivesearch
Avg rank
#3.0
Lower is better. #1 = top recommendation.
Share of voice
9%
Of all named tools, what % are you?
Top rival
Algolia React InstantSearch
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Algolia React InstantSearch · recommended 1×
  2. Elastic UI (EUI) · recommended 1×
  3. Searchkit · recommended 1×
  4. React-Searchbox · recommended 1×
  5. Headless UI (from Tailwind Labs) · recommended 1×
  • CATEGORY QUERY
    How to quickly build a customizable search UI for my React application?
    you: not recommended
    AI recommended (in order):
    1. Algolia React InstantSearch
    2. Elastic UI (EUI)
    3. Searchkit
    4. React-Searchbox
    5. Headless UI (from Tailwind Labs)
    6. React Table

    AI recommended 6 alternatives but never named appbaseio/reactivesearch. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What library offers pre-built UI components for connecting a Vue app to Elasticsearch?
    you: #3
    AI recommended (in order):
    1. Vue InstantSearch
    2. Search UI
    3. ReactiveSearch ← you
    4. Vuetify
    5. Element Plus
    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 appbaseio/reactivesearch?
    pass
    AI named appbaseio/reactivesearch explicitly

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

  • If a team adopts appbaseio/reactivesearch in production, what risks or prerequisites should they evaluate first?
    pass
    AI named appbaseio/reactivesearch 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 appbaseio/reactivesearch solve, and who is the primary audience?
    pass
    AI named appbaseio/reactivesearch 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 appbaseio/reactivesearch. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/appbaseio/reactivesearch"><img src="https://repogeo.com/badge/appbaseio/reactivesearch.svg" alt="RepoGEO" /></a>
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appbaseio/reactivesearch — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite