Marketing Agency
AE
Demo mode · in-memory fixtures · swap to Supabase before production
ADMIN · PPS

Configure: Physician Practice Specialists

healthcare · America/New_York
ENGINE PERFORMANCE

Physician Practice Specialists

Closed-loop signal: which engine output gets approved, what it takes inspiration from, and how the corpus is trending. All values org-scoped to Physician Practice Specialists. See docs/phase-5-idea-engine-v2.md §Engine performance dashboard.
Engine version ranker-v1.0 · taxonomy taxonomy-v1.0
This week’s read
3-5 specific observations + recommendations, generated weekly. Cited from real data — no vibes-prose.
Week starting 2026-06-29 (UTC)3 observations · stub-anthropic-demo
  1. info
    Top topic by avg performance percentile this week: 'patient billing transparency' (74th pct, n=4). Adjacent topic 'doctor parenting' is tracking at 71st pct (n=3).
    RecommendationSteer the next 5 generation runs toward 'patient billing transparency' + 'doctor parenting'; that's where percentile is concentrating.
    citation
    percentiles74%, 71%
    topicspatient billing transparency, doctor parenting
    date_range2026-06-29 → 2026-07-05
  2. info
    Competitor @medbiz_demo is your strongest current source of approved-idea attribution this week (3 ideas inspired, decay-weighted contribution 1.42). Their 95th-pct post on transparent pricing posted 4 days ago.
    RecommendationForce a generation run with 'transparent pricing' as a steering hint and cite cp-ca-pps-medbiz-01 as the inspiration.
    citation
    post_idscp-ca-pps-medbiz-01
    percentiles95%
    handles@medbiz_demo
    date_range2026-06-29 → 2026-07-05
  3. info
    Approval rate is healthy: 68% over the last 30 days (decay-weighted approved=11 vs dismissed=5).
    RecommendationHold cadence steady; revisit only if approval drops below 60% or volume drops by 25%.
    citation
    percentiles68%
    date_range2026-06-29 → 2026-07-05
    notesapproved=11 dismissed=5 (decayed)
Approval rate over time— no data yet (engine has produced 0 generation runs)
Engine vs human performance— no data yet (no posts have settled at the 14-day mark)
Top contributing competitor accounts
Decay-weighted positive attribution (approved · published · performed_top), last 30 days. Click “Riff on this” to spawn an idea inspired by the account’s top post.
Handle
Contribution
Ideas inspired
@themedicalbizThe Medical Biz
0.70
1
@rcm_pro_tipsRCM Pro
0.30
1
Topic clusters trending— no topics with enough samples on both sides of the window to call a trend
Format trends
Avg performance percentile per content format, recent vs prior
Up
carousel↑ +66pp66% vs 0%
short_video↑ +53pp53% vs 0%
image↑ +50pp50% vs 0%
Down
—
Recent generation runs
Last 10 runs, with approvals captured downstream
When
Mode
Generated
Approved
Cost
8h ago
standard
3
0
$0.42
Circuit-breaker events (last 7d)— no breaker events in the last 7 days
Signal counts (last 30d)
Decay-weighted count per signal type
approved
1.0
dismissed
0.0
edited
0.0
published
0.0
performed top
0.0
performed bottom
0.0
ignored
0.0
Reads only. Approval-rate uses raw counts; everything else is decay-weighted. Bundle ranker_version ranker-v1.0, taxonomy taxonomy-v1.0.