THINKLOUDER.AGENTS
Command Performance SEO Targets Scorecard Triggers Content Review Briefs Revise

Trigger agents on demand

Each button hits the /trigger-agent Edge Function, which optionally enqueues a specific task and then dispatches the corresponding GH Actions workflow. Cron still runs in parallel; these are for "now" moments.

Sentinel — SEO targets & keyword research

Check SEO target rankings

Hit DataForSEO for every active keyword target and record a fresh position snapshot. Promotes targets to "won" after 2 consecutive at-target readings.
agent sentinel · task check_seo_target_ranks

Auto-promote SEO targets

Scan content_opportunities (competitor_gap / gsc_quick_win, score ≥ 0.7, commercial/transactional intent) and promote up to 3 into seo_targets.
agent sentinel · task auto_promote_seo_targets

Drain SEO targets → content briefs

For each active seo_target without linked content, enqueue generate_content_brief. Self-heals by linking targets to existing matching content when found. Daily cap 3.
agent forge · task drain_seo_targets

Scout competitor keyword gaps

Pull DataForSEO competitor SERP data and surface keywords competitors rank for that ThinkLouder doesn't. Writes rows to content_opportunities.
agent sentinel · task scout_competitor_gaps

Expand keyword list

Run keyword expansion from seed terms — finds related phrases, long-tail variants, and PAA clusters. Appends new rows to content_opportunities.
agent sentinel · task expand_keywords

Monitor keyword trends

Check GSC query data for rising-volume keywords in our existing impressions that aren't yet targets. Flags high-momentum terms for review.
agent sentinel · task monitor_keyword_trends
Sentinel — research & AEO

Run AEO citation check

Query OpenAI Search + Perplexity Sonar against the AEO question battery. Records hits in aeo_citations.
agent sentinel · task track_ai_citations

Refresh AI bot crawls

Pull the latest GPTBot / ClaudeBot / PerplexityBot hit log from Cloudflare GraphQL Analytics.
agent sentinel · task track_ai_bot_crawls

Discover new AEO questions

Mine Reddit / PAA for new questions our audience is asking that we don't have answers for.
agent sentinel · task discover_aeo_questions
Pulse — performance & reporting

Pull latest GSC metrics

Fetch today's impressions, clicks, position data from Google Search Console.
agent pulse · task collect_gsc_queries
Forge — content & ops

Run a Forge cycle

Generic cycle — picks up whatever is in tasks at status='pending'. Use this after manually enqueuing tasks via SQL.
agent forge

Generate SEO weekly digest

Build the markdown WoW report and write it to seo_digests. Defaults to most-recent Monday.
agent forge · task generate_seo_weekly_digest
Recent triggers (last 20)
WhenAgentTaskTriggered byStatus
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