RRepoGEO

REPOGEO REPORT · LITE

getsentry/spotlight

Default branch main · commit 813108f1 · scanned 6/13/2026, 1:22:08 PM

GitHub: 601 stars · 33 forks

AI VISIBILITY SCORE
33 /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
2 / 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 getsentry/spotlight, 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
  • hightopics#1
    Update repository topics for better categorization

    Why:

    CURRENT
    debugging, debugging-tool, tag-production
    COPY-PASTE FIX
    debugging, debugging-tool, local-development, observability-tool, ai-assisted-development, real-time-debugging
  • highreadme#2
    Reposition README's opening to emphasize local dev and AI assistance

    Why:

    CURRENT
    Spotlight is Sentry for Development. Debuggability elevated. Spotlight brings rich observability into development environments by leveraging the power of Sentry's SDKs, giving you real-time insights into errors, performance, and logs—essential for modern development and AI-assisted coding workflows.
    COPY-PASTE FIX
    Spotlight is Sentry for **local development**, elevating debuggability with real-time observability. It brings rich insights into errors, performance, and logs directly into your development environment, leveraging Sentry's SDKs and integrating with **AI-assisted coding workflows** for smarter debugging.
  • mediumreadme#3
    Add a clear license statement to the README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under a custom agreement. Please refer to the [LICENSE](LICENSE) file for complete details on the terms and conditions that apply.

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 getsentry/spotlight
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Sentry
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Sentry · recommended 1×
  2. Datadog · recommended 1×
  3. New Relic · recommended 1×
  4. Lightrun · recommended 1×
  5. Dynatrace · recommended 1×
  • CATEGORY QUERY
    How to get real-time error and performance insights during local development with AI assistance?
    you: not recommended
    AI recommended (in order):
    1. Sentry
    2. Datadog
    3. New Relic
    4. Lightrun
    5. Dynatrace

    AI recommended 5 alternatives but never named getsentry/spotlight. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for real-time application debugging and logging in a development environment?
    you: not recommended
    AI recommended (in order):
    1. Visual Studio Code (microsoft/vscode)
    2. Log File Viewer
    3. Output Colorizer
    4. Chrome DevTools
    5. Firefox Developer Tools
    6. IntelliJ IDEA
    7. PyCharm
    8. WebStorm
    9. Rider
    10. Sentry (getsentry/sentry)
    11. Postman
    12. Insomnia (Kong/insomnia)
    13. ngrok (ngrok/ngrok)
    14. LocalTunnel (localtunnel/localtunnel)
    15. ELK Stack
    16. Elasticsearch (elastic/elasticsearch)
    17. Logstash (elastic/logstash)
    18. Kibana (elastic/kibana)

    AI recommended 18 alternatives but never named getsentry/spotlight. 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 getsentry/spotlight?
    pass
    AI named getsentry/spotlight explicitly

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

  • If a team adopts getsentry/spotlight in production, what risks or prerequisites should they evaluate first?
    pass
    AI named getsentry/spotlight 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 getsentry/spotlight solve, and who is the primary audience?
    pass
    AI did not name getsentry/spotlight — likely talking about a different project

    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 getsentry/spotlight. 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)
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HTML
<a href="https://repogeo.com/en/r/getsentry/spotlight"><img src="https://repogeo.com/badge/getsentry/spotlight.svg" alt="RepoGEO" /></a>
Pro

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getsentry/spotlight — 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