RRepoGEO

REPOGEO REPORT · LITE

mikeroyal/Photogrammetry-Guide

Default branch main · commit ebeebd58 · scanned 5/15/2026, 4:17:32 PM

GitHub: 1,471 stars · 111 forks

AI VISIBILITY SCORE
35 /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
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 mikeroyal/Photogrammetry-Guide, 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
    Refine the 'About' description to emphasize its nature as a guide

    Why:

    CURRENT
    Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.
    COPY-PASTE FIX
    A comprehensive guide to Photogrammetry, covering essential applications, libraries, and tools for 3D modeling, mapping, and various industries like aerial surveying, architecture, and robotics.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root. Choose an appropriate open-source license (e.g., MIT, Apache-2.0, GPL-3.0) and add its full text to this file.
  • mediumhomepage#3
    Add a Homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Add a relevant URL to the 'Homepage' field in the repository's 'About' section. This could be a project website, a related documentation page, or even the GitHub Pages for this guide if one is created.

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 mikeroyal/Photogrammetry-Guide
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
COLMAP
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. COLMAP · recommended 1×
  2. Meshroom · recommended 1×
  3. Metashape · recommended 1×
  4. RealityCapture · recommended 1×
  5. 3DF Zephyr · recommended 1×
  • CATEGORY QUERY
    What resources can help me get started with photogrammetry for 3D modeling and mapping?
    you: not recommended
    AI recommended (in order):
    1. COLMAP
    2. Meshroom
    3. Metashape
    4. RealityCapture
    5. 3DF Zephyr
    6. OpenDroneMap (ODM)

    AI recommended 6 alternatives but never named mikeroyal/Photogrammetry-Guide. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which tools and libraries are essential for processing point clouds and performing 3D reconstruction?
    you: not recommended
    AI recommended (in order):
    1. Open3D (isl-org/Open3D)
    2. PCL (Point Cloud Library) (PointCloudLibrary/pcl)
    3. COLMAP (colmap/colmap)
    4. MeshLab (cnr-isti-vclab/meshlab)
    5. OpenCV (opencv/opencv)
    6. PyVista (pyvista/pyvista)
    7. CloudCompare (CloudCompare/CloudCompare)

    AI recommended 7 alternatives but never named mikeroyal/Photogrammetry-Guide. 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 mikeroyal/Photogrammetry-Guide?
    pass
    AI named mikeroyal/Photogrammetry-Guide explicitly

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

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

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

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
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