RRepoGEO

REPOGEO REPORT · LITE

premieroctet/photoshot

Default branch main · commit 890fdc0c · scanned 6/23/2026, 7:31:14 PM

GitHub: 3,875 stars · 471 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
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 premieroctet/photoshot, 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
  • highabout#1
    Clarify the 'About' description to emphasize web app and avatar generation

    Why:

    CURRENT
    An open-source AI avatar generator web app - https://photoshot.app
    COPY-PASTE FIX
    A full-stack, open-source web application for generating custom AI avatars from user photos, built with Next.js and Stable Diffusion. Try it at photoshot.app
  • mediumtopics#2
    Add more specific topics related to avatar generation and web applications

    Why:

    CURRENT
    ai, dreambooth, nextjs, reactjs, stable-diffusion, typescript
    COPY-PASTE FIX
    ai, dreambooth, nextjs, reactjs, stable-diffusion, typescript, avatar-generator, web-application, full-stack, image-generation
  • mediumreadme#3
    Add a 'Comparison to Alternatives' section in the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, perhaps titled 'Why Photoshot?' or 'Comparison to Alternatives,' that clarifies its position as a complete, deployable web app for AI avatar generation, contrasting it with libraries or desktop-only solutions. Example: 'Unlike libraries like `replicate-javascript` or desktop UIs like InvokeAI, Photoshot is a complete, deployable web application for generating AI avatars, offering a full user experience including payments and database integration.'

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 premieroctet/photoshot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
huggingface/diffusers
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. huggingface/diffusers · recommended 2×
  2. vercel/next.js · recommended 2×
  3. replicate/replicate-javascript · recommended 2×
  4. huggingface/huggingface.js · recommended 2×
  5. invoke-ai/InvokeAI · recommended 1×
  • CATEGORY QUERY
    What open-source web applications can generate custom AI avatars from user photos?
    you: not recommended
    AI recommended (in order):
    1. InvokeAI (invoke-ai/InvokeAI)
    2. Automatic1111's Stable Diffusion web UI (AUTOMATIC1111/stable-diffusion-webui)
    3. Fooocus (lllyasviel/Fooocus)
    4. ComfyUI (comfyanonymous/ComfyUI)
    5. Diffusers (huggingface/diffusers)
    6. StyleGAN

    AI recommended 6 alternatives but never named premieroctet/photoshot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to build an AI image generation web app using Next.js and Stable Diffusion?
    you: not recommended
    AI recommended (in order):
    1. Next.js (vercel/next.js)
    2. Stable Diffusion
    3. Replicate (replicate/replicate-javascript)
    4. SDXL
    5. `replicate` npm package (replicate/replicate-javascript)
    6. Hugging Face Inference API (huggingface/huggingface.js)
    7. `@huggingface/inference` npm package (huggingface/huggingface.js)
    8. RunPod
    9. Vast.ai
    10. `diffusers` library (huggingface/diffusers)
    11. FastAPI (tiangolo/fastapi)
    12. Flask (pallets/flask)
    13. Docker (moby/moby)
    14. AWS SageMaker
    15. Google Cloud AI Platform
    16. Azure Machine Learning
    17. `next/image` (vercel/next.js)

    AI recommended 17 alternatives but never named premieroctet/photoshot. 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 premieroctet/photoshot?
    pass
    AI named premieroctet/photoshot explicitly

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

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

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

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premieroctet/photoshot — 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