REPOGEO REPORT · LITE
cweill/gotests
Default branch develop · commit 2a672c52 · scanned 5/13/2026, 4:46:41 AM
GitHub: 5,302 stars · 350 forks
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 cweill/gotests, 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#1Clarify core differentiator in README's opening paragraph
Why:
CURRENTgotests is a powerful Go test generator that automatically creates table-driven tests from your source code. It analyzes function and method signatures to generate comprehensive test scaffolding, saving you time and ensuring consistency across your test suite.
COPY-PASTE FIXgotests is a powerful Go test *boilerplate generator* that automatically creates comprehensive, idiomatic table-driven tests from your source code. Unlike general testing frameworks or IDE features, gotests specializes in providing the full boilerplate structure for a given function, method, or interface, analyzing signatures to generate complete test scaffolding and ensuring consistency across your test suite.
- mediumhomepage#2Add a homepage URL to the repository settings
Why:
COPY-PASTE FIXhttps://cweill.github.io/gotests/
- lowreadme#3Add a 'Comparison' or 'Why gotests?' section to the README
Why:
COPY-PASTE FIX## Comparison / Why gotests? gotests is a specialized tool focused solely on *generating* Go test boilerplate, particularly for table-driven tests. It complements, rather than replaces, testing frameworks like `testify` or `ginkgo`, which provide assertion libraries and test organization structures. Unlike IDE features (e.g., GoLand, VS Code Go Extension) that might offer basic test stub creation, gotests deeply analyzes function signatures to produce comprehensive, idiomatic Go test structures, saving significant manual effort and ensuring consistency. It's also distinct from the `go test` command, which is for *running* tests, not generating them.
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.
- GoLand · recommended 2×
- VS Code Go Extension · recommended 1×
- go test · recommended 1×
- stretchr/testify · recommended 1×
- ginkgo · recommended 1×
- CATEGORY QUERYHow to quickly create Go test files and boilerplate for existing functions?you: #2AI recommended (in order):
- GoLand
- gotests (cweill/gotests) ← you
- VS Code Go Extension
- go test
Show full AI answer
- CATEGORY QUERYWhat Go tools help automate the creation of table-driven test cases?you: #2AI recommended (in order):
- GoLand
- gotests ← you
- testify/suite (stretchr/testify)
- ginkgo
- text/template
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 cweill/gotests?passAI did not name cweill/gotests — 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 cweill/gotests in production, what risks or prerequisites should they evaluate first?passAI named cweill/gotests 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 cweill/gotests solve, and who is the primary audience?passAI named cweill/gotests 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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cweill/gotests — 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