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llemmy - AI Visibility, GEO & AI Traffic Analytics

开发者 llemmy
更新时间 2026年7月14日 14:37
PHP版本: 7.4 及以上
WordPress版本: 7.0
版权: GPLv2 or later
版权网址: 版权信息

标签

geo chatgpt ai seo generative engine optimization ai visibility

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0.10.0 0.11.0 0.12.0 0.13.0

详情介绍:

AI search is where your next readers already are. llemmy is a GEO (Generative Engine Optimization) intelligence platform: it tracks how AI engines like ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews answer questions about your brand, and this plugin brings that AI visibility data, plus AI traffic analytics for your own site, straight into wp-admin. Useful in the first ten seconds, before any account. Activate the plugin and the dashboard immediately scores this site's AI readiness out of 100, measured on your own server from real signals: structured data, AI-crawler access in robots.txt, llms.txt, content freshness, permalink quality and more. Most gaps are a one-click fix, and the score updates as you go. No signup, no external requests, no waiting. Built for AI agents (WordPress 6.9+) llemmy registers its GEO data and actions through the native WordPress Abilities API and exposes them as Model Context Protocol tools, so the WordPress editor's assistant and outside clients like Claude, Cursor and Copilot can measure your AI visibility and act on it in plain language. Read tools (visibility, citation gaps, cited pages, AI traffic, crawler activity, freshness) carry their sample size and confidence interval; action tools (generate a brief, start a campaign) write drafts only and respect your plan. The layer is inert on WordPress below 6.9, so older sites are unaffected. The plugin is free to use with a free llemmy account. Install it, connect in one click, and you get: Free: measure
  1. An instant AI-readiness score, no account needed. The moment you activate, the llemmy dashboard grades this site's AI readiness (0-100) from local signals and lists exactly what to fix, most of it one click: JSON-LD schema, AI crawlers welcomed in robots.txt, an llms.txt overview, content freshness, readable permalinks. Copy the summary to share it with your team or a client.
  2. The llemmy AI-traffic tag, installed automatically. See which sessions on your site came from AI engines, broken out by engine. If a llemmy tag is already on your site, the plugin detects it and pauses auto-injection so you never load a duplicate. Your secret API key stays server-side; the tag carries only a public site token.
  3. Your GEO analytics inside wp-admin: visibility, share of voice, sentiment and GEO score, plus your top cited pages and domains. Every proportion is reported with its sample size and a 95% confidence interval, so you always see how solid a number is.
  4. Content opportunities. The questions AI is actually asked about your brand, and the gaps where you are not yet part of the answer.
  5. AI readiness, built in. Three individually toggleable generators that run entirely on your site, no llemmy account needed: Organization and Article JSON-LD schema (with datePublished and dateModified), explicit Allow rules for the major AI crawlers in your robots.txt, and an llms.txt overview of your site name, key pages and recent posts. If Yoast SEO, Rank Math, All in One SEO or SEOPress already outputs schema, the plugin detects it and leaves schema to that plugin by default.
  6. Content freshness. Content Studio ranks your published posts and pages by how long they have gone without a real update. Studies of AI citations skew toward recently updated content, so anything aging or stale comes with a practical, no-nonsense refresh checklist. This also works without a llemmy account.
  7. AI crawler visits (off by default, opt-in). An AI Crawlers screen counts requests from known AI bots (GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot and others) on your own server: totals by kind (training versus answer-time retrieval), top bots, top crawled paths and bot 404s over the last 7 days. Where an operator publishes its bot IP ranges (OpenAI does), hits are also verified against them. Bots only: no visitor IPs and no human data are ever stored. The feature is off until you enable it in settings, where the daily bot-IP-list download it performs is disclosed. Counts come from PHP requests, so a full-page cache or CDN can serve bots without reaching PHP; treat the numbers as a floor, not a census. The 7-day view is free and local; 90-day history, the retrieval-versus-training trend, the crawl-to-citation lag and the cloud rollup are part of any paid llemmy plan.
  8. IndexNow pings (off by default, opt-in). When enabled in settings, publishing, updating or unpublishing a post notifies IndexNow (api.indexnow.org), which fans out to Bing and the other participating search engines, so they hear about the change immediately instead of waiting for a recrawl. Bing's index is one of the sources ChatGPT search reads, so faster indexing can mean your content becomes citable sooner. Free on every plan, no llemmy account needed, and there is a test button in settings. No ping is ever sent until you turn the toggle on.
Paid: create and track
  1. Content generation. Turn any opportunity into a content brief, and the brief into a WordPress draft in one click, from Content Studio or the post editor. A batch control drafts your top opportunities in one pass. Content always lands as a draft; you decide when to publish.
  2. Campaigns effectiveness tracking. Track how the content you ship changes your visibility. Each campaign compares a baseline to the latest data for visibility, share of voice, sentiment and citation rate, and lists the drafts and posts this site created against it. When you publish a tracked draft, the plugin marks the moment on the campaign timeline in llemmy.
All llemmy calls are made server-side from PHP, so your secret API key never reaches the browser. The plugin reads and writes your data through the llemmy public API using an API key you control. It creates content only as drafts and never publishes automatically. An optional "AI visibility by llemmy" footer badge exists, and it is OFF by default on every plan: nothing is ever shown on your site unless you explicitly opt in by checking the badge box on the settings screen, and you can turn it off again at any time. You need a llemmy account and an API key. Connecting, analytics and content opportunities are free; generating briefs and drafts and Campaigns effectiveness tracking need a paid plan. Sign up at llemmy.com.

安装:

  1. Install the plugin from the Plugins screen in wp-admin (or upload the llemmy plugin folder to /wp-content/plugins/).
  2. Activate the plugin through the Plugins menu.
  3. Open the new llemmy menu and click Connect to llemmy. Sign in or create a free account, approve the site, and you are connected. No API key to paste. (Prefer manual setup? Paste a llemmy API key in Settings instead.)
  4. Pick the llemmy project for this site and save.
  5. The plugin installs the AI-traffic tag if one is not already present, and your analytics appear on the llemmy Dashboard screen.

屏幕截图:

  • The dashboard continued: your visibility over time against competitors, and the AI referral funnel from landed to converted, split into AI, suspected-AI and organic traffic.
  • Content Studio: your AI visibility gaps as actionable opportunities, each one a click away from a brief and a WordPress draft.
  • Campaigns: baseline versus current visibility, share of voice, sentiment and citation rate, with confidence intervals, and the content this site shipped against the campaign.
  • Settings: connect with an API key, pick a project, and control the AI-traffic tag and footer badge.
  • The in-editor content brief, generated for the post you are writing.
  • The AI Crawlers screen: AI bot hits for the last 7 days, split into training and retrieval, with verified hits, top bots, top crawled paths and bot 404s. Bots only, no visitor data.
  • Settings: the AI crawler tracking and IndexNow toggles, with a test ping button and the log of recent pings.

升级注意事项:

0.11.0 Redesigned dashboard with animated gauges, a flagship AI-sessions trend chart and an engine breakdown donut, plus a new local AI-crawlers summary card. Purely visual: no new data collection, no new external requests. 0.10.0 Adds an instant, local AI-readiness score with one-click fixes as the new first-run dashboard, clearer first-week waiting states, and an easier first campaign. 0.9.3 IndexNow, AI crawler tracking and the footer badge are now off by default and strictly opt-in. If you used them before, re-enable them once in llemmy Settings. 0.7.0 Adds AI crawler telemetry (see which AI bots read your site, bots only, no visitor data) and free IndexNow pings on publish and update. 0.6.0 Adds WordPress Multisite support with a network admin overview of every subsite's connection and visibility, an optional "Managed by" note for agencies, and a clearer connect flow. 0.5.0 Adds AI readiness (JSON-LD schema, AI-crawler rules in robots.txt, llms.txt) and a content freshness checklist in Content Studio. All free, local to your site, and individually toggleable. 0.4.0 First WordPress.org release. Updates now come from the plugin directory. 0.3.1 The footer badge is now optional on every plan, including free. 0.3.0 The plugin is now free: analytics and content opportunities are included. Content generation and Campaigns are paid.

常见问题:

Where do I get an API key?

Create one in your llemmy account under Settings then API Keys, at llemmy.com. The key is a secret; the plugin stores it encrypted and never sends it to your browser.

Is my API key safe?

Yes. The key is stored in the WordPress options table, encrypted at rest with AES-256 when your server supports it. Every call to llemmy is made from PHP on your server, so the key never appears in page source or in JavaScript.

Can AI agents use this? Does it support MCP?

Yes, on WordPress 6.9 and later. llemmy registers its GEO tools through the native WordPress Abilities API and exposes them as Model Context Protocol tools, so the WordPress editor's assistant and external MCP clients such as Claude, Cursor and Copilot can read your AI visibility, citation gaps and crawler activity, and generate briefs or start campaigns, in plain language. Read tools require the manage_options capability and action tools require edit_posts plus your plan, and nothing publishes on its own. On WordPress below 6.9 the layer is inert and everything else works normally.

I already use an SEO plugin. Will the schema conflict?

No. When Yoast SEO, Rank Math, All in One SEO or SEOPress is active, llemmy detects it and turns its own schema output off by default, so your pages never carry duplicate markup. The settings screen shows which plugin is handling schema. You can still enable llemmy's schema manually, but two schema sources on one page is rarely what you want.

Do I get anything without a llemmy account?

Yes, immediately. The dashboard's AI-readiness score, its one-click fixes, the JSON-LD schema, the robots.txt AI-crawler rules, the llms.txt overview, the content freshness list and (once you opt in) the AI crawler counts and IndexNow pings all run on your own site with no account. The account adds the measurement layer: what AI engines actually say about you, and which AI sessions land on your site.

Do the AI readiness features need a llemmy account?

No. The JSON-LD schema, the robots.txt AI-crawler rules, the llms.txt overview and the content freshness list all run locally on your site and are free. Only the analytics, opportunities, generation and campaigns features talk to llemmy.

What if a llemmy tag is already on my site?

The plugin scans your home page for an existing tag. If it finds one that it did not add, it pauses its own injection so your site never loads two tags. You can re-run the check any time from the Dashboard.

Does the plugin change my posts?

The in-editor brief is read and copy only. Content Studio can create new posts, but only ever as drafts: nothing is published or edited on your behalf. Publishing is always a separate, human action, and that is the guardrail.

How does effectiveness tracking work?

When you create a draft from a Content Studio opportunity, you can attach it to a campaign. The plugin resolves the opportunity's tracked prompt (or creates one), adds it to the campaign, and stores the link on the draft. When you later publish that draft, the plugin tells llemmy the content shipped, so the campaign timeline marks the moment. On the Campaigns screen you then see the baseline-vs-current lift for visibility, share of voice, sentiment and citation rate, each with its sample size and 95% confidence interval.

Who can use Content Studio and Campaigns?

Any user who can edit posts. Connecting the site and changing settings still requires an administrator.

Do I need a paid plan?

No. Connecting, analytics and content opportunities are free. Generating briefs and drafts and Campaigns effectiveness tracking need a paid llemmy plan; on the free plan those controls show a clear upgrade nudge instead of failing. If your plan or monthly quota does not allow a generation, the plugin shows a clear message and a link to plans.

What is the "AI visibility by llemmy" footer badge?

One small, unobtrusive "AI visibility by llemmy" link that can appear in your site footer, but ONLY if you choose to show it. It is off by default on every plan, including free, and appears only after you explicitly check the badge box on the settings screen (an intentional opt-in). No plan state can force it on, and you can turn it off again at any time.

Does the plugin track me, or phone home?

No. A fresh install makes zero network requests: the plugin has no telemetry, no usage tracking, and does not use Google Analytics or any analytics in wp-admin. It only ever talks to (a) the llemmy service after you connect your account, and (b) IndexNow and OpenAI's published bot-IP lists, each only after you explicitly enable its off-by-default toggle in settings, where the exact request is disclosed. Upgrade notices appear only inside the plugin's own screens, and the one first-run connect notice is dismissible and confined to the Dashboard and Plugins screens.

Does llemmy track my visitors' IPs?

No. The AI crawler telemetry records bots only: a request is counted only when its User-Agent matches a known AI crawler, and what is stored is an aggregate row per day, bot and path. No visitor IPs, no cookies and no human browsing data are ever recorded. The requesting IP of a matched bot is compared in memory against the operator's published bot IP ranges to mark the hit verified, then discarded.

What is IndexNow?

IndexNow is an open protocol that lets a site tell search engines about new, updated or removed URLs the moment it happens, instead of waiting for a recrawl. When you enable the toggle in settings (it is off by default), the plugin pings the shared endpoint at api.indexnow.org, which fans the notification out to Bing and the other participating engines. Why it matters for GEO: Bing's index is one of the sources AI answer engines such as ChatGPT search read, so faster indexing can mean your content becomes citable sooner. It is free and needs no llemmy account.

Does this work behind a full-page cache?

Yes for AI-traffic analytics. The AI-traffic tag is client-side JavaScript, so it fires even when your pages are served from cache. The AI crawler telemetry is different: it counts requests that reach PHP, so pages a cache or CDN serves directly are not counted there. Treat crawler counts as a floor, not a census; the screen says so too.

Can I use this with a self-hosted llemmy?

Yes. Point the base URL in Settings at your own llemmy instance; everything else works the same.

Does it work on WordPress Multisite?

Yes. Every subsite keeps its own connection, so each client site can feed its own llemmy project. Network admins also get a llemmy overview page in network admin: every subsite with its connection status and headline visibility (with sample size and confidence interval), plus a configure link into each subsite's settings.

I manage this site for a client. Can I show my agency name?

Yes. Fill in the optional "Managed by" field on the settings screen and a small "Site managed by" note appears at the bottom of the llemmy dashboard in wp-admin. Leave it blank and nothing shows.

更新日志:

0.12.0 0.11.0 0.10.0 0.9.3 0.9.2 0.9.1 0.9.0 0.8.0 0.7.0 0.6.0 0.5.0 0.4.0 0.3.1 0.3.0 0.2.0 0.1.0