RRepoGEO

REPOGEO REPORT · LITE

kuafuai/aipexbase

Default branch main · commit 6f9a8ea5 · scanned 6/18/2026, 9:23:22 PM

GitHub: 1,272 stars · 214 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
28 /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
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 kuafuai/aipexbase, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-native, baas, backend-as-a-service, ai-applications, low-code, no-code, frontend-development, api-platform
  • highreadme#2
    Strengthen README's initial positioning as an AI-native BaaS

    Why:

    COPY-PASTE FIX
    Consider adding a very direct opening sentence right after the H1/subtitle, such as: "AipexBase is *not* an AI agent framework like LangChain or LlamaIndex; it is a complete Backend-as-a-Service (BaaS) platform specifically engineered for AI-native applications, allowing frontend developers to build powerful AI apps without writing backend code."
  • mediumreadme#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a clear statement in the README, for example: "AipexBase is licensed under the Apache-2.0 License. See the LICENSE file for details."

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 kuafuai/aipexbase
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Firebase
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Firebase · recommended 2×
  2. supabase/supabase · recommended 2×
  3. Google Cloud Platform (GCP) · recommended 1×
  4. Cloud Firestore · recommended 1×
  5. Realtime Database · recommended 1×
  • CATEGORY QUERY
    How can I develop AI applications rapidly without writing any backend code?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Platform (GCP)
    2. Firebase
    3. Cloud Firestore
    4. Realtime Database
    5. Cloud Functions
    6. Vertex AI
    7. Vision AI
    8. Natural Language AI
    9. Translation AI
    10. Speech-to-Text
    11. Text-to-Speech
    12. MediaPipe (google/mediapipe)
    13. React (facebook/react)
    14. Vue (vuejs/core)
    15. Angular (angular/angular)
    16. Microsoft Azure
    17. Azure Static Web Apps
    18. Azure Functions
    19. Azure AI Services
    20. Computer Vision
    21. Face API
    22. Speech Service
    23. Language Service
    24. Anomaly Detector
    25. Vercel
    26. Netlify
    27. OpenAI API
    28. GPT-4
    29. GPT-3.5
    30. DALL-E
    31. Whisper (openai/whisper)
    32. Hugging Face Inference API
    33. Stability AI
    34. PlanetScale
    35. Supabase (supabase/supabase)
    36. Neon (neondatabase/neon)
    37. AWS Amplify (aws-amplify/amplify-js)
    38. Amazon Rekognition
    39. Amazon Polly
    40. Amazon Transcribe
    41. Amazon Comprehend
    42. Amazon SageMaker
    43. AWS AppSync
    44. DynamoDB
    45. AWS Lambda
    46. Supabase Edge Functions
    47. Deno (denoland/deno)

    AI recommended 47 alternatives but never named kuafuai/aipexbase. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a backend-as-a-service platform optimized for building AI-native applications.
    you: not recommended
    AI recommended (in order):
    1. Firebase
    2. Supabase (supabase/supabase)
    3. AWS Amplify
    4. Microsoft Azure Mobile Apps
    5. Appwrite (appwrite/appwrite)
    6. Nhost (nhost/nhost)
    7. Backendless

    AI recommended 7 alternatives but never named kuafuai/aipexbase. 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 kuafuai/aipexbase?
    pass
    AI did not name kuafuai/aipexbase — 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?

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

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

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kuafuai/aipexbase — 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