uppereight

Dennis GEO is a free WordPress plugin for Generative Engine Optimization (GEO) — the practice of structuring your site so AI search engines can read, understand, and cite it.
When someone asks ChatGPT, Perplexity, or Google’s AI Overviews a question, the AI composes an answer from whichever web pages it can parse clearly. If your site lacks the structural signals these models rely on, it gets skipped. Dennis GEO adds those signals — without touching your theme.
Learn more at <a href="https://dennisgeo.com/" rel="nofollow ugc">dennisgeo.com</a>.
<h4>What it does</h4>
<ul>
<li>Organization / LocalBusiness schema — Full JSON-LD with address, phone, hours, geo coordinates, and social profiles</li>
<li>FAQ schema — Auto-detected from WordPress Details blocks, output as FAQPage structured data</li>
<li>llms.txt & llms-full.txt — The emerging standard for AI crawler guidance, generated automatically from your sitemap</li>
<li>Per-page SEO fields — Title, meta description, focus keyphrase, OG tags, canonical URL, robots directives</li>
<li>Schema type per page — Service, ContactPage, AboutPage, FAQPage, Article, WebPage, CollectionPage, BlogPosting</li>
<li>Smart sitemap.xml — Respects noindex, pings search engines on update</li>
<li>Breadcrumb schema — BreadcrumbList on every page</li>
<li>GEO audit dashboard — Scores your site 0–100% across global settings, per-page fields, and llms.txt coverage</li>
<li>Service offer markup — Offer and priceRange schema on service pages</li>
<li>Archive descriptions — Templated meta descriptions for category, tag, and post type archives</li>
<li>AI crawler management — Control access for GPTBot, ClaudeBot, PerplexityBot and others via robots.txt</li>
<li>WooCommerce compatible — Respects WooCommerce product schema</li>
</ul>
<h4>AI Populate (optional, $19)</h4>
Don’t want to type meta descriptions for 40 pages? Dennis can do it. The AI Populate service reads your site, drafts every field in your site’s language, and populates them directly — live immediately. One-time charge per site, no subscription. Fields you’ve already filled are left as they are.
<h4>Works alongside Yoast</h4>
Dennis GEO detects Yoast and takes over field by field — if a Dennis field is filled, Dennis handles the output; if it’s empty, Yoast keeps control. You can also migrate Yoast data into Dennis GEO with one click.
<h4>Who is Dennis?</h4>
The guy in the logo. Reads your entire website in about two minutes, then fills in every meta description without complaining. Never says no, always happy to help. We don’t know how he does it, but we like him.
<h3>External services</h3>
This plugin includes an optional paid service called “AI Populate” ($19, one-time per site). The plugin itself does not connect to any external service during normal operation.
When a user explicitly clicks the “Autopopulate with AI” button and completes payment, the following happens:
<ol>
<li>The user is redirected to api.dennisgeo.com to initiate a Stripe checkout session. The site URL and an authentication key are sent.</li>
<li>Payment is processed by Stripe. No card details are sent to or stored by Dennis GEO.</li>
<li>After payment, api.dennisgeo.com reads the text content of the site’s published pages via the site’s REST API and sends it to an AI workflow for processing.</li>
<li>The generated SEO fields (titles, descriptions, keyphrases, schema types, llms.txt entries) are sent back and saved directly into the site’s database.</li>
</ol>
No data is sent without the user explicitly initiating the process. The plugin does not phone home, track users, or contact external servers during normal use.
This service is provided by Upper Eight AB.
<ul>
<li><a href="https://dennisgeo.com/terms" rel="nofollow ugc">Terms of service</a></li>
<li><a href="https://dennisgeo.com/privacy" rel="nofollow ugc">Privacy policy</a></li>
</ul>

Dennis GEO – AI Visibility

AI visibility plugin. Schema, llms.txt, and structured SEO fields for ChatGPT, Perplexity, and Google AI Overviews.

agenciaconversion

Conversion Agent Discovery helps WordPress sites expose public, read-only discovery surfaces for AI agents without pretending to support capabilities that are not implemented.
It is designed to improve measurable agent accessibility for public, read-only discovery checks without calling external scanners automatically.
Features include:
<ul>
<li>Markdown negotiation for public content with <code>Accept: text/markdown</code>.</li>
<li>Content Signals in <code>robots.txt</code>.</li>
<li>Generated <code>llms.txt</code> and <code>/.well-known/llms.txt</code>.</li>
<li>Editable AI Instructions page for official brand facts and LLM guidance, starting empty with English templates by default.</li>
<li>Runtime Front-end Placement for exact, design-safe AI Instructions link placement across matching public header, footer, or page content components.</li>
<li><code>[conversion_ai_instructions_link]</code> shortcode for manual placement.</li>
<li>Generated <code>/.well-known/api-catalog</code>.</li>
<li>Generated <code>/.well-known/agent-skills/index.json</code> and virtual <code>SKILL.md</code> files.</li>
<li>Local Agent Skills discovery schema generated by the site.</li>
<li>Read-only WebMCP tool registration with runtime diagnostics for compatible browsers.</li>
<li>Production-oriented Agentic Browsing readiness guidance for PageSpeed and Lighthouse checks.</li>
<li>Optional origin isolation headers and optional Origin-Trial header for browser WebMCP runtime support.</li>
<li>Opt-in declarative WebMCP form annotations for exact rendered form opening tags.</li>
<li>Public read-only REST endpoints for site search, recent content, single content reads, site context, and contact handoff.</li>
<li>Agentic Browsing diagnostics that separate plugin-controlled discovery surfaces from theme accessibility and layout stability checks.</li>
<li>Admin settings page with a global public switch.</li>
</ul>
Conversion Agent Discovery does not publish fake OAuth, MCP Server Card, A2A, or commerce metadata.
The AI Instructions feature was inspired by Chris Long’s public LinkedIn post and Nectiv case study showing that AI Instructions pages can be cited by ChatGPT in branded queries. It also credits the earlier Seer Interactive AI Information page by Wil Reynolds and Alisa Scharf that Chris Long identified as an important example.
References:
<ul>
<li>Chris Long’s LinkedIn post: https://www.linkedin.com/posts/chris-long-marketing_holy-moly-seos-ai-instruction-pages-influence-share-7466096236799053824-_rpb/</li>
<li>Nectiv case study: https://nectivdigital.com/blog/aeo-experiment-chatgpt-cited-an-ai-instructions-page-in-48-hours</li>
<li>Nectiv AI Instructions example: https://nectivdigital.com/ai-instructions</li>
<li>Seer Interactive AI Information example: https://www.seerinteractive.com/ai-information</li>
<li>Omniscient Digital AI Info example: https://beomniscient.com/ai-info/</li>
<li>llms.txt proposal by Jeremy Howard: https://llmstxt.org/</li>
</ul>
Important: this plugin does not guarantee LLM citations, search rankings, AI Overview visibility, or model behavior. It provides controlled public discovery surfaces for experimentation.
<h3>External Services</h3>
This plugin does not send requests to external services automatically and does not transmit visitor or site data to third parties.
The generated Agent Skills discovery document uses a local schema URL served by the WordPress site at <code>/.well-known/agent-skills/discovery-0.2.schema.json</code>; it does not depend on an external schema service.
The plugin contains optional external links that administrators or users may open manually:
<ul>
<li><code>https://conversion.ag/</code> is linked for Conversion attribution and plugin author information. The plugin does not send visitor or site data to Conversion; the link is opened only when a user clicks it manually. Conversion’s privacy policy is available at https://www.conversion.com.br/politica-de-privacidade/.</li>
<li><code>https://github.com/agencia-conversion/conversion-agent-discovery</code> is linked as the public development repository and release source. The plugin does not send visitor or site data to GitHub; the link is opened only when a user clicks it manually. GitHub’s terms are available at https://docs.github.com/en/site-policy/github-terms/github-terms-of-service and GitHub’s privacy statement is available at https://docs.github.com/en/site-policy/privacy-policies/github-general-privacy-statement.</li>
<li><code>https://wordpress.org/plugins/wp-graphql/</code> is linked from the admin screen when WPGraphQL is not detected, so administrators can optionally install it. The plugin does not send visitor or site data to WordPress.org; the link is opened only when an administrator clicks it manually. WordPress.org’s privacy policy is available at https://wordpress.org/about/privacy/ and terms are available at https://wordpress.org/about/terms-of-service/.</li>
<li><code>https://pagespeed.web.dev/</code> is linked from the Agentic Browsing admin screen so administrators can manually test their public site in PageSpeed Insights. The plugin does not send visitor or site data to Google automatically; the link is opened only when an administrator clicks it manually. Google’s privacy policy is available at https://policies.google.com/privacy and terms are available at https://policies.google.com/terms.</li>
</ul>
The developer-only <code>tools/run-agentic-lighthouse.sh</code> script is not run by WordPress and is never executed automatically. If a developer runs it manually, it uses <code>npx</code> to download and run Lighthouse from the npm registry and audits only the URL supplied by the developer.
The optional WebMCP Origin Trial token field is empty by default. If an administrator adds a public Chrome origin trial token, the plugin sends it as an <code>Origin-Trial</code> response header on public pages together with the opt-in WebMCP origin isolation headers. The plugin does not request or generate tokens and does not make a server-side request to Google or Chrome services.
Conversion’s privacy policy is available at https://www.conversion.com.br/politica-de-privacidade/.
<h3>Privacy</h3>
Conversion Agent Discovery does not track users and does not send site data to external services automatically. Outbound links in the admin screen and readme are plain manual links.
<h3>Development</h3>
Development happens at https://github.com/agencia-conversion/conversion-agent-discovery. The distributed plugin contains readable PHP, JavaScript, CSS, and SVG source files; no build step is required to run the plugin.
Local Agentic Browsing validation can be run by developers with:
<ul>
<li><code>tools/setup-agentic-fixture.sh</code></li>
<li><code>tools/run-agentic-lighthouse.sh http://localhost:8089/</code></li>
<li><code>node tools/assert-agentic-lighthouse.mjs .context/lighthouse-agentic.json</code></li>
<li><code>CAD_REQUIRE_WEBMCP=1 node tools/assert-agentic-lighthouse.mjs .context/lighthouse-agentic.json</code> when running a Chrome runtime that exposes real WebMCP APIs.</li>
</ul>
Public 0.4.0 launch materials are available in the repository:
<ul>
<li><code>docs/launch-0.4.0.md</code></li>
<li><code>docs/local-agentic-browsing-activation.md</code></li>
<li><code>docs/demo-checklist-0.4.0.md</code></li>
<li><code>docs/changelog-0.4.0.md</code></li>
</ul>

Conversion Agent Discovery

Read-only agent discovery for WordPress: llms.txt, Markdown, API Catalog, Agent Skills, WebMCP, and content signals.

Dennis GEO – AI Visibility vs Conversion Agent Discovery