REPOGEO REPORT · LITE
lingodotdev/lingo.dev
Default branch main · commit 0f262782 · scanned 5/20/2026, 8:17:01 PM
GitHub: 5,402 stars · 834 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 lingodotdev/lingo.dev, 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.
- highabout#1Update the 'About' description to be more explicit about the platform's purpose
Why:
CURRENTOpen-source localization engineering tools. Connects to Lingo.dev localization engineering platform for consistent, quality translations.
COPY-PASTE FIXOpen-source localization engineering platform and tools for automated i18n, translation workflows, and CI/CD integration. Connects to Lingo.dev for consistent, quality translations.
- hightopics#2Expand repository topics with more specific localization and platform terms
Why:
CURRENTi18n, javascript, react, react-native, typescript
COPY-PASTE FIXi18n, localization, l10n, translation-management, translation-automation, ci-cd, github-actions, javascript, react, react-native, typescript
- mediumreadme#3Ensure the README's initial text clearly states the platform's core purpose
Why:
CURRENTThe README starts with centered text and internal links before the 'Quick Start' table, with the core description within a <p align="center"> tag.
COPY-PASTE FIXEnsure the very first non-badge, non-image text in the README clearly states: 'Lingo.dev is an open-source localization engineering platform providing tools for automated i18n, translation workflows, and CI/CD integration. It connects to Lingo.dev for consistent, quality translations.'
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.
- Crowdin · recommended 1×
- Transifex · recommended 1×
- Phrase · recommended 1×
- Localazy · recommended 1×
- i18next · recommended 1×
- CATEGORY QUERYHow can I streamline translation workflows for my React and React Native applications?you: not recommendedAI recommended (in order):
- Crowdin
- Transifex
- Phrase
- Localazy
- i18next
- React-Intl
AI recommended 6 alternatives but never named lingodotdev/lingo.dev. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat open-source tools help automate i18n string extraction and translation updates in CI/CD?you: not recommendedAI recommended (in order):
- Format.JS CLI (formatjs/formatjs)
- i18next-parser (i18next/i18next-parser)
- Babel-plugin-react-intl (formatjs/babel-plugin-react-intl)
- gettext
- i18n-tasks (glebm/i18n-tasks)
- vue-i18n-extract (pixari/vue-i18n-extract)
- ngx-translate-extract (ngx-translate/extract)
AI recommended 7 alternatives but never named lingodotdev/lingo.dev. 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 lingodotdev/lingo.dev?passAI named lingodotdev/lingo.dev explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts lingodotdev/lingo.dev in production, what risks or prerequisites should they evaluate first?passAI named lingodotdev/lingo.dev 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 lingodotdev/lingo.dev solve, and who is the primary audience?passAI named lingodotdev/lingo.dev explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
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lingodotdev/lingo.dev — 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