REPOGEO REPORT · LITE
Hello-SimpleAI/chatgpt-comparison-detection
Default branch main · commit 1f8c15c2 · scanned 5/22/2026, 3:58:09 PM
GitHub: 1,352 stars · 124 forks
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.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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 Hello-SimpleAI/chatgpt-comparison-detection, 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.
- highreadme#1Reposition the README's opening to lead with detection capabilities
Why:
CURRENT# ChatGPT-Comparison-Detection Project 🔬 Official repository of paper "How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection". Please star, watch, and fork our repo for the active updates!
COPY-PASTE FIX# ChatGPT-Comparison-Detection Project 🔬: AI-Generated Text Detection & Human-ChatGPT Comparison Corpus (HC3) This repository provides state-of-the-art detectors for distinguishing human-written text from AI-generated content, alongside the foundational Human ChatGPT Comparison Corpus (HC3). It is the official implementation for the paper "How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection".
- highlicense#2Add a LICENSE file to the repository
Why:
COPY-PASTE FIXCreate a LICENSE file in the repository root with the Apache-2.0 license text.
- mediumabout#3Refine the 'About' description to emphasize detection first
Why:
CURRENTHuman ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥
COPY-PASTE FIXDetectors for AI-generated text, including the Human ChatGPT Comparison Corpus (HC3) for evaluation and training. 🔥
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.
- GPTZero · recommended 1×
- Originality.ai · recommended 1×
- Turnitin · recommended 1×
- Copyleaks AI Content Detector · recommended 1×
- Writer.com AI Content Detector · recommended 1×
- CATEGORY QUERYNeed a tool to determine if text was generated by an AI chatbot or a human.you: not recommendedAI recommended (in order):
- GPTZero
- Originality.ai
- Turnitin
- Copyleaks AI Content Detector
- Writer.com AI Content Detector
- Crossplag AI Content Detector
AI recommended 6 alternatives but never named Hello-SimpleAI/chatgpt-comparison-detection. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a dataset to evaluate and train models for AI-generated text classification.you: not recommendedAI recommended (in order):
- HC3
- M4
- GLTR
- FakeNewsNet
- CoNLL-2003
- IMDB Movie Review Dataset
AI recommended 6 alternatives but never named Hello-SimpleAI/chatgpt-comparison-detection. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
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 Hello-SimpleAI/chatgpt-comparison-detection?passAI did not name Hello-SimpleAI/chatgpt-comparison-detection — 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 Hello-SimpleAI/chatgpt-comparison-detection in production, what risks or prerequisites should they evaluate first?passAI named Hello-SimpleAI/chatgpt-comparison-detection 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 Hello-SimpleAI/chatgpt-comparison-detection solve, and who is the primary audience?passAI did not name Hello-SimpleAI/chatgpt-comparison-detection — 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?
Embed your GEO score
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Hello-SimpleAI/chatgpt-comparison-detection — 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