Geolint – ESLint for AI Search
ChatGPT, Perplexity, Claude, Copilot and Google AI Overviews send traffic — or don't — based on whether their crawlers can fetch and quote your pages. Most sites accidentally block or confuse AI crawlers. A stale Disallow: /, a noindex left over from staging, a client-rendered page that looks empty to a bot that doesn't run JavaScript.
- ▪ChatGPT, Perplexity, Claude, Copilot and Google AI Overviews send traffic — or don't — based on whether their crawlers can fetch and quote your pages.
- ▪Most sites accidentally block or confuse AI crawlers.
- ▪A stale Disallow: /, a noindex left over from staging, a client-rendered page that looks empty to a bot that doesn't run JavaScript.
Hacker News (AI / LLM) files mainly under ai. We currently carry 5,325 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | GitHub |
| Canonical URL | https://github.com/iliasabk/geolint |
| Publication time | Thu, 17 Sep 2026 13:05:34 +0000 |
| Retrieval time | 2026-09-17T13:13:44.344Z |
| Last seen | 2026-09-17T13:13:44.344Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | S9LckqwITEeb · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
geolint ESLint for AI search. Lint your website for AI-search readiness — AI crawler access, llms.txt, structured data and citability. 🇩🇪 Deutsch · 🇪🇸 Español · 🇯🇵 日本語 30-second quickstart No install, no config: npx @iliasabk/geolint check yoursite.com geolint fetches the page, its robots.txt and llms.txt, evaluates 51 known AI crawler tokens against your robots.txt, runs 52 audit rules, and prints a scored report with a concrete fix for every finding. Why AI answers are the new front page. ChatGPT, Perplexity, Claude, Copilot and Google AI Overviews send traffic — or don't — based on whether their crawlers can fetch and quote your pages. Most sites accidentally block or confuse AI crawlers.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.