REPOGEO REPORT · LITE
potamides/DeTikZify
Default branch main · commit 87fa5fa6 · scanned 6/26/2026, 8:47:06 AM
GitHub: 1,789 stars · 90 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.
3 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 potamides/DeTikZify, 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 highlight AI-driven TikZ program synthesis
Why:
CURRENTCreating high-quality scientific figures can be time-consuming and challenging, even though sketching ideas on paper is relatively easy. Furthermore, recreating existing figures that are not stored in formats preserving semantic information is equally complex. To tackle this problem, we introduce DeTi*k*Zify, a novel multimodal language model that automatically synthesizes scientific figures as semantics-preserving Ti*k*Z graphics programs based on sketches and existing figures.
COPY-PASTE FIXDeTi*k*Zify is a novel multimodal language model that automatically synthesizes *semantics-preserving Ti*k*Z graphics programs* for scientific figures and sketches. It tackles the challenge of creating high-quality, editable scientific illustrations by generating structured TikZ code directly from visual input, distinguishing it from general raster-to-vector tools or broad AI image generators.
- mediumtopics#2Add more specific topics related to generative AI and graphics synthesis
Why:
CURRENTdraw, graph, huggingface, inverse-graphics, latex, llama, llm, multimodal, sketch, tikz, transformers, vectorization, visualization
COPY-PASTE FIXdraw, graph, huggingface, inverse-graphics, latex, llama, llm, multimodal, sketch, tikz, transformers, vectorization, visualization, generative-ai, graphics-synthesis, tikz-code-generation, scientific-illustration
- lowcomparison#3Add a 'Comparison to Alternatives' section in the README
Why:
COPY-PASTE FIX## Comparison to Alternatives Unlike general raster-to-vector conversion tools (e.g., Adobe Capture, Inkscape, Vector Magic) which convert pixel-based images into vector paths, DeTi*k*Zify *synthesizes structured Ti*k*Z code* that preserves semantic information, allowing for easy editing and reuse. Similarly, while tools like DALL-E 3 or Midjourney generate images from text, DeTi*k*Zify focuses on generating *executable graphics programs* for scientific figures from visual input, offering a higher degree of control and reproducibility for academic use cases.
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.
- Adobe Capture · recommended 1×
- Inkscape · recommended 1×
- Vectornator · recommended 1×
- Vector Magic · recommended 1×
- Potrace · recommended 1×
- CATEGORY QUERYHow to automatically generate vector graphics code from hand-drawn sketches or images?you: not recommendedAI recommended (in order):
- Adobe Capture
- Inkscape
- Vectornator
- Vector Magic
- Potrace
- Sketch-RNN
AI recommended 6 alternatives but never named potamides/DeTikZify. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a tool to synthesize scientific figures from visual input using AI.you: not recommendedAI recommended (in order):
- DeepMind's AlphaFold (deepmind/alphafold)
- BioRender
- NVIDIA Canvas
- DALL-E 3
- Midjourney
- Stable Diffusion (Stability-AI/stablediffusion)
AI recommended 6 alternatives but never named potamides/DeTikZify. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- 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 potamides/DeTikZify?passAI named potamides/DeTikZify explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts potamides/DeTikZify in production, what risks or prerequisites should they evaluate first?passAI named potamides/DeTikZify 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 potamides/DeTikZify solve, and who is the primary audience?passAI named potamides/DeTikZify 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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potamides/DeTikZify — 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