RRepoGEO

REPOGEO REPORT · LITE

miurla/morphic

Default branch main · commit be62d2a8 · scanned 5/14/2026, 2:42:05 PM

GitHub: 8,832 stars · 2,340 forks

AI VISIBILITY SCORE
40 /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
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 miurla/morphic, 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
    Add an explicit positioning statement after the H1

    Why:

    COPY-PASTE FIX
    Morphic is a complete, self-hostable open-source application designed to provide a dynamic, conversational search experience powered by various AI models and search providers.
  • mediumtopics#2
    Add more specific, solution-oriented topics

    Why:

    CURRENT
    deepseek-r1, generative-ai, generative-ui, nextjs, ollama, react, redis, searxng, shadcn-ui, tailwindcss, tavily, typescript, upstash, vercel-ai-sdk
    COPY-PASTE FIX
    deepseek-r1, generative-ai, generative-ui, nextjs, ollama, react, redis, searxng, shadcn-ui, tailwindcss, tavily, typescript, upstash, vercel-ai-sdk, ai-search-engine, conversational-search, self-hosted-ai
  • lowreadme#3
    Clarify the problem Morphic solves and its target audience

    Why:

    COPY-PASTE FIX
    Morphic addresses the need for a customizable and privacy-aware alternative to traditional search engines, offering developers and users a platform to build and deploy their own AI-driven search experiences with full control over data and models.

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 miurla/morphic
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Pinecone · recommended 1×
  3. weaviate/weaviate · recommended 1×
  4. milvus-io/milvus · recommended 1×
  5. UKPLab/sentence-transformers · recommended 1×
  • CATEGORY QUERY
    How can I build an AI-powered search experience with dynamic, conversational results?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Pinecone
    3. Weaviate (weaviate/weaviate)
    4. Milvus (milvus-io/milvus)
    5. Sentence Transformers (UKPLab/sentence-transformers)
    6. Google Cloud Vertex AI Search and Conversation
    7. Azure AI Search
    8. Azure OpenAI Service
    9. Elasticsearch (elastic/elasticsearch)
    10. LangChain (langchain-ai/langchain)
    11. LlamaIndex (run-llama/llama_index)
    12. Hugging Face Models
    13. Coveo

    AI recommended 13 alternatives but never named miurla/morphic. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source generative AI search solution with multiple model and provider integrations.
    you: not recommended
    AI recommended (in order):
    1. Haystack
    2. LlamaIndex
    3. LangChain
    4. RAGatouille
    5. OpenSearch
    6. Weaviate
    7. Qdrant

    AI recommended 7 alternatives but never named miurla/morphic. 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 miurla/morphic?
    pass
    AI named miurla/morphic explicitly

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

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

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

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miurla/morphic — 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