WP Manifestindependent plugin directory
manifest / analytics / pr-vision

PR Vision

AI-visibility (GEO) monitoring dashboard for peptiderepo.com — weekly LLM probes, cost ledger, trendline admin panel.

by peptiderepo · github.com/peptide-repo/pr-vision · website

★ 0stars

Install

Download source zip No release zip yet

This is the repository archive. It installs, but the folder name will carry the branch suffix and updates will not flow.

Install straight from GitHub with WP-CLI:

wp plugin install https://github.com/peptide-repo/pr-vision/archive/refs/heads/main.zip
No built-in updater. New versions won't appear under Dashboard → Updates. Install new releases yourself, or let Git Updater track the repository.
Readme github.com/peptide-repo/pr-vision ↗

An internal WordPress plugin that runs weekly server-side LLM probes to measure whether peptiderepo.com is cited by AI assistants across core peptides.

v0.1.0 — AI-visibility dashboard only. Internal use; no public-facing output.

Purpose

GEO (Generative Engine Optimization) is peptiderepo.com's #1 strategic goal. This plugin provides the measurement instrument: weekly LLM probes → time-series storage → admin trendline + per-peptide standings.

The displayed metric is a directional proxy — API probes do not replicate the consumer ChatGPT/Gemini experience (different retrieval, personalisation, and system prompts), but they provide a consistent, trackable signal.

Required wp-config.php constants

// OpenRouter API key (sk-or-…) — required for all providers.
define( 'PRV_OPENROUTER_API_KEY', 'sk-or-YOUR_KEY_HERE' );

// Cloudflare AI Gateway routing (optional — falls back to direct OpenRouter).
define( 'PRV_CF_ACCOUNT_ID', 'YOUR_CF_ACCOUNT_ID' );
define( 'PRV_CF_GATEWAY_ID', 'YOUR_GATEWAY_NAME' );

Never commit these values. They are read at runtime from wp-config.php only.

Architecture

See ARCHITECTURE.md for the full file tree, data flow, and design decisions.

Admin page

Navigate to PR Vision in the WordPress admin sidebar (manage_options required).

The page shows:

  • A proxy-metric disclaimer note.
  • A Chart.js trendline of the visibility score across runs.
  • A per-peptide standings table (cited?, our position, top competitor domains).
  • Month-to-date cost vs. the monthly cap.
  • A "Run now" button to trigger an on-demand probe run.

Scheduling

A weekly WP-Cron event (prv_weekly_probe) is registered on plugin activation and cleared on deactivation. Probe runs (cron or manual) respect the hard monthly budget cap.

Cost cap

Default cap: $5.00 USD/month (configurable via the prv_monthly_budget_usd option). The runner checks the month-to-date spend before each API call and stops gracefully when the cap is reached — partial runs are recorded, never over-spend.

Uninstall

Uninstalling the plugin drops the {prefix}prv_ai_visibility table and deletes all prv_* options. Deactivation only clears the cron schedule.

Developer notes

  • PHP 8.1+ required. No runtime Composer dependencies.
  • All classes prefixed PRV_. All options/hooks prefixed prv_.
  • Files are kept under 300 lines; one class per file.
  • See CONVENTIONS.md for naming patterns and extension guides.
  • See CONTEXT.md for the domain glossary including the visibility score formula.