Pipeline Status
Andrea data pipeline — review and approve pending actions
Message Classification
312,196
messages classified
100% complete
Psychometrics
214/305
fans profiled
91 fans need profiling
Chatter Cards
0
cards generated today
41 fans with cards
CRM Sync
0
entries pending approval
$0 combined revenue
Brand Drift Baseline (Updated)
Baseline recalculated from 154,980 model messages classified by Gemini Flash 2.0. Old baselines (Mistral 7B estimates) were wildly inaccurate — NEUTRAL was set at 2% vs actual ~30%.
| Mood | Old Baseline | New Baseline | 30-Day Actual | Drift Status |
|---|---|---|---|---|
| NEUTRAL | 2.0% | 30.0% | 0.0% | DRIFT -30.0% |
| SWEET | 25.0% | 22.0% | 0.0% | DRIFT -22.0% |
| PASSION | 15.0% | 19.0% | 0.0% | DRIFT -19.0% |
| TEASE | 8.0% | 12.0% | 0.0% | OK |
| SOFT | 10.0% | 7.0% | 0.0% | OK |
| PRAISE | 7.0% | 5.0% | 0.0% | OK |
| BRAT | 10.0% | 1.5% | 0.0% | OK |
| FIGHT | 3.0% | 1.0% | 0.0% | OK |
| MAKEUP | 5.0% | 0.8% | 0.0% | OK |
| COLD | 5.0% | 0.7% | 0.0% | OK |
| JEALOUS | 10.0% | 0.5% | 0.0% | OK |
Psychometrics Gap — 91 Fans Missing
Fans with chat data but no behavioral profile. Grouped by spending tier.
Run with --provider gemini to fill the gap.
medium
23
$1,679
light
54
$1,377
micro
6
$28
free
8
$0
Top 20 missing fans by revenue
| Fan ID | Tier | Revenue | Stage | Messages |
|---|---|---|---|---|
| 3888263 | medium | $154 | DORMANT | 0 |
| 470478004 | medium | $95 | ACTIVE_BUYER | 0 |
| 510857721 | medium | $93 | ACTIVE_BUYER | 0 |
| 13124579 | medium | $88 | DORMANT | 0 |
| 40288031 | medium | $88 | DORMANT | 0 |
| 536479202 | medium | $87 | ACTIVE_BUYER | 0 |
| 49529583 | medium | $87 | DORMANT | 0 |
| 481782774 | medium | $78 | FIRST_PURCHASE | 0 |
| 5440801 | medium | $75 | ACTIVE_BUYER | 0 |
| 68349409 | medium | $73 | ACTIVE_BUYER | 0 |
| 404338991 | medium | $70 | ACTIVE_BUYER | 0 |
| 80337613 | medium | $70 | DORMANT | 0 |
| 36280021 | medium | $69 | DORMANT | 0 |
| 343937536 | medium | $64 | ACTIVE_BUYER | 0 |
| 68920585 | medium | $61 | ACTIVE_BUYER | 0 |
| 144645986 | medium | $61 | ACTIVE_BUYER | 0 |
| 516003761 | medium | $58 | ACTIVE_BUYER | 0 |
| 57722453 | medium | $52 | ACTIVE_BUYER | 0 |
| 68058579 | medium | $52 | DORMANT | 0 |
| 531637550 | medium | $52 | ACTIVE_BUYER | 0 |
CRM Sync Queue — 0 Pending
These fans will have their OF display name and notes updated. All require manual review since they have existing custom names.
| Current Name | Proposed Name | Tier | Revenue | Action |
|---|
Chatter Cards Regeneration
With 312K classified messages and updated mood correlations, chatter cards should be regenerated for richer directives. Last generation: 2026-02-11 (0 cards).
Total Cards
57
Unique Fans
41
Classified Msgs
312,196