feat: peptide-geo-monitor v0.1.0 — AI-visibility dashboard
Add initial plugin implementation per the CTO engineering handoff (geomonitor/threads/2026-06-ai-visibility-v1/01-cto-eng-handoff.md). ## What - PGM_Probe_Provider interface + PGM_Probe_Result value object - PGM_Perplexity_Provider (sonar via OpenRouter/CF AI Gateway) - PGM_OpenRouter_Provider (GPT-search + Gemini-search, generic parameterised) - PGM_Gateway_Client: shared HTTP + exponential-backoff retry (mirrors PRAB) - PGM_Citation_Detector: domain extraction, is_cited(), get_our_position() - PGM_Cost_Ledger: MTD cost from DB, can_afford() pre-check, hard monthly cap - PGM_Probe_Runner: peptides×intents×models run, budget abort, in-run cache - PGM_Table_Manager: pgm_ai_visibility dbDelta, schema-version, drop_table() - PGM_Config: typed getters, seed_defaults() (12 peptides, 3 intents, 3 models) - PGM_Cron: weekly pgm_weekly_probe schedule/clear - PGM_Data_Collector + PGM_Dashboard_Panel interfaces (seam for future panels) - PGM_Collector_Registry: singleton registry - PGM_Ai_Visibility_Collector: trendline, standings, MTD cost (score formula) - PGM_Ai_Visibility_Panel: proxy note, Chart.js trendline, standings table - PGM_Admin_Page: GEO Monitor menu, Run now POST handler (nonce+capability) - uninstall.php: DROP TABLE + DELETE pgm_* options + wp_clear_scheduled_hook - Unit tests (6 files): citation detection, score calc, cost ledger + budget abort, provider response parsing (mock HTTP), cron, uninstall purge - ARCHITECTURE.md, CONVENTIONS.md, CONTEXT.md (score formula), README.md, CHANGELOG.md — same-commit per DoD - CI workflow: PHP lint (8.1/8.2/8.3) + PHPCS + 300-line check ## Security - Secrets from wp-config constants only; none hardcoded - manage_options + nonce on every admin action - Input sanitized; output escaped Agent-Session: geomonitor v0.1.0
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peptiderepo
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CONTEXT.md
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CONTEXT.md
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# Context — Domain Glossary (Peptide GEO Monitor)
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**Version:** 0.1.0 | **Last updated:** 2026-06-13
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This file is the ubiquitous-language glossary for `peptide-geo-monitor`. Every term below has a precise meaning within this codebase. AI agents and human contributors should use this terminology consistently.
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---
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## Core domain terms
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### AI Visibility
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Whether and where peptiderepo.com appears in AI assistant responses to peptide-related queries. The core metric this plugin measures.
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**Code identifiers:** `PGM_Ai_Visibility_Collector`, `PGM_Ai_Visibility_Panel`, table column `cited`, option prefix `pgm_`.
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### Probe
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A single server-side LLM API call with a specific `(peptide, intent, model)` combination. The result is a `PGM_Probe_Result` value object.
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**Code identifiers:** `PGM_Probe_Provider::probe()`, `PGM_Probe_Runner::run()`.
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### Probe Run
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A batch execution of all configured `peptides × prompt_intents × models`. Identified by a `run_id` (UUID). One cron tick = one run; the "Run now" button also triggers a run.
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**Code identifiers:** `PGM_Probe_Runner::run()`, `run_id` column in `pgm_ai_visibility`.
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### Peptide
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A compound being tracked (e.g. BPC-157, TB-500). Stored as a slug + label pair in the `pgm_peptides` option.
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**Code identifiers:** `pgm_peptides` option, `peptide_slug` + `peptide_label` columns.
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### Prompt Intent
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A query template describing a searcher's intent (e.g. "what is {peptide}", "{peptide} reconstitution guide"). The `{peptide}` placeholder is replaced with the peptide's label at runtime.
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**Code identifiers:** `pgm_prompt_intents` option, `prompt_intent` column.
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### Citation / Cited
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A probe is **cited** when `peptiderepo.com` appears in the LLM's source/citation list for that response. The `cited` column is `TINYINT(1)` (1 = cited, 0 = not cited).
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**Code identifiers:** `PGM_Citation_Detector::is_cited()`, `cited` column, `PGM_Probe_Result::is_cited()`.
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### Source Domains
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The list of domains returned by the LLM as its sources for a given response (e.g. `["peptiderepo.com", "examine.com"]`). Stored as JSON in `source_domains`.
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**Code identifiers:** `PGM_Citation_Detector::parse_domains()`, `PGM_Probe_Result::get_source_domains()`, `source_domains` column.
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### Our Position
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The 1-based rank of `peptiderepo.com` in the source domains list for a cited probe (`NULL` when not cited). Position 1 = we appear first.
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**Code identifiers:** `PGM_Citation_Detector::get_our_position()`, `our_position` column, `PGM_Probe_Result::get_our_position()`.
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### Visibility Score
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A composite metric summarising peptiderepo.com's AI visibility for a run.
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**Formula:**
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```
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base_score = cited_probes / total_probes
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position_bonus = Σ(1 / our_position) for each cited probe / total_probes
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visibility_score = round((base_score + position_bonus) / 2, 4)
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```
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- **Range:** [0.0, 1.0]. Score 1.0 requires 100% citation rate at position 1 for all probes.
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- **Why position-weighted?** Being cited at position 1 is more valuable than position 10. The 1/position term gives a graduated bonus: position 1 = 1.0, position 2 = 0.5, position 5 = 0.2, etc.
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- **Stored:** Computed from aggregate DB rows per run in `PGM_Ai_Visibility_Collector::compute_score()`, not persisted as a column (recomputed on page load).
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**Code identifiers:** `PGM_Ai_Visibility_Collector::compute_score()`, trendline data in `collect()`.
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### Monthly Budget Cap
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The maximum USD spend on LLM API calls in a calendar month. Stored in `pgm_monthly_budget_usd` (default `$5.00`). The runner checks `PGM_Cost_Ledger::can_afford()` **before** each probe and stops gracefully when the cap is reached.
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**Code identifiers:** `PGM_Cost_Ledger`, `pgm_monthly_budget_usd` option, `PGM_DEFAULT_MONTHLY_BUDGET_USD` constant.
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### Provider
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An implementation of `PGM_Probe_Provider` that wraps one LLM backend. v1 ships `PGM_Perplexity_Provider` (sonar) and `PGM_OpenRouter_Provider` (parameterised).
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**Code identifiers:** `interface-pgm-probe-provider.php`, `PGM_Perplexity_Provider`, `PGM_OpenRouter_Provider`.
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### Collector / Panel Seam
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The extensibility mechanism: `PGM_Data_Collector` produces data; `PGM_Dashboard_Panel` renders it. Both are registered with `PGM_Collector_Registry`. v1 ships only the AI-visibility pair; future SEO categories add new pairs without touching the shell.
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**Code identifiers:** `interface-pgm-data-collector.php`, `interface-pgm-dashboard-panel.php`, `PGM_Collector_Registry`.
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### GEO
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Generative Engine Optimization — the practice of improving a brand's visibility in AI-generated responses. This plugin is the measurement instrument for peptiderepo.com's GEO program.
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### Proxy Metric
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The plugin's scores are API-probe measurements, not real-world consumer LLM usage. The admin page labels these explicitly as "a directional proxy, not the consumer ChatGPT/Gemini apps."
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**Code identifiers:** `PGM_Ai_Visibility_Panel::render_proxy_note()`.
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### MTD Cost
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Month-to-date spend in USD, summed from the `cost_usd` column for rows in the current calendar month.
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**Code identifiers:** `PGM_Cost_Ledger::get_month_to_date_usd()`.
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