RRepoGEO

REPOGEO REPORT · LITE

Helicone/helicone

Default branch main · commit 3f4bd44b · scanned 5/13/2026, 3:32:26 PM

GitHub: 5,650 stars · 572 forks

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 Helicone/helicone, 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
    Add specific topics for AI Gateway and routing

    Why:

    CURRENT
    agent-monitoring, analytics, evaluation, gpt, langchain, large-language-models, llama-index, llm, llm-cost, llm-evaluation, llm-observability, llmops, monitoring, open-source, openai, playground, prompt-engineering, prompt-management, ycombinator
    COPY-PASTE FIX
    agent-monitoring, analytics, evaluation, gpt, langchain, large-language-models, llama-index, llm, llm-cost, llm-evaluation, llm-observability, llmops, monitoring, open-source, openai, playground, prompt-engineering, prompt-management, ycombinator, llm-routing, ai-gateway, model-routing, api-gateway, automatic-fallbacks
  • highabout#2
    Update repository description to include AI Gateway functionality

    Why:

    CURRENT
    🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓
    COPY-PASTE FIX
    🧊 Open source AI Gateway & LLM Observability platform. One line of code for routing, monitoring, evaluating, and experimenting with LLMs. YC W23 🍓
  • mediumreadme#3
    Create a dedicated section for AI Gateway and LLM Routing

    Why:

    COPY-PASTE FIX
    Add the following H3 section to the README:
```markdown
### 🌐 AI Gateway & LLM Routing

Helicone acts as a powerful AI Gateway, providing intelligent routing and automatic fallbacks across 100+ AI models with a single API key. This ensures optimal performance, cost efficiency, and reliability for your LLM applications, seamlessly integrating with OpenAI, Anthropic, LangChain, Gemini, and more.
```

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 Helicone/helicone
Avg rank
#3.0
Lower is better. #1 = top recommendation.
Share of voice
8%
Of all named tools, what % are you?
Top rival
LangChain Callbacks
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain Callbacks · recommended 1×
  2. OpenAI Evals · recommended 1×
  3. Weights & Biases (W&B) Prompts · recommended 1×
  4. Arize AI · recommended 1×
  5. Grafana/Prometheus · recommended 1×
  • CATEGORY QUERY
    How can I monitor LLM costs, latency, and performance in my applications?
    you: #3
    AI recommended (in order):
    1. LangChain Callbacks
    2. OpenAI Evals
    3. Helicone ← you
    4. Weights & Biases (W&B) Prompts
    5. Arize AI
    6. Grafana/Prometheus
    7. LangSmith
    Show full AI answer
  • CATEGORY QUERY
    What open source tools exist for LLM request routing and automatic fallbacks?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter.ai
    3. LangChain
    4. Haystack
    5. VLLM
    6. FastAPI

    AI recommended 6 alternatives but never named Helicone/helicone. 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 Helicone/helicone?
    pass
    AI named Helicone/helicone explicitly

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

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