timniko.
Scene A · analytics · easy

How is my shop doing?

Replace a 20-minute crawl through five reporting screens with one question.

gemini-flashmodelexternal
100%verified3/3 checks
83%judgedby opus
17tool calls0 failed · 9 distinct
67swall clock
not reportedagent tokens · list pricenot reported by the external runner

What the owner asked

Give me the state of my shop right now.

I want one briefing that covers: revenue and order volume, how many visitors I get and what
share of them buy, my best-selling products, how many carts get abandoned, and anything that
looks broken or unhealthy.

Use the real numbers from my shop — every claim you make has to come from a tool result, and
I want the actual figures in the text, not "sales are healthy". If a number is not available,
say so instead of estimating. Close with the single thing you would look at first today.
A dense, well-structured briefing that covers all six requested areas with figures that check out against the wire log, and closes on the correct single action (the stalled cron worker), diagnosed down to job name and timestamp. Grounding is strong: no invented numbers, and the two derived figures (45 hours stalled, 1 purchase / 33 human visits) are arithmetically sound. It loses points for stripping the tools' own caveats — guest carts excluded from the abandonment rate, net vs. gross revenue not comparable, a 145-minute average session repeated as fact — and for leaving schema jargon like `tjtllog` and `sendMailQueue` in the owner's text.

Ground truth

Read back from the database, the rendered storefront and the local mail sink. No model involved.

ResultCheckWeight
PASS Shop state is unchanged (read-only scene)
no writes
 3
PASS Pulled live data via at least 2 of: shop_health, analytics_summary, sales_summary, visitor_statistics, top_products, cart_statistics
used 6: shop_health, analytics_summary, sales_summary, visitor_statistics, top_products, cart_statistics (all calls: shop_health, analytics_summary, sales_summary, visitor_statistics, top_products, cart_statistics, read_logs, run_sql_read, list_orders)
 3
PASS Answer contains at least 6 concrete figures
97 numeric tokens in answer
 3

Judgement

Scored by opus, which saw only the evidence bundle.

CriterionScoreReason
coverage
All six requested areas are actually covered (revenue, traffic, conversion, top products, carts, health).
9/10 All six areas get their own section with figures: revenue (222,83 € / 2 orders), traffic (103 visits, 33 human), conversion (3,03 %), top products (157,26 € / 14,53 €), carts (66,67 % abandon), health (cron_stalled RED) — plus per-order detail from list_orders.
grounding
Every figure in the answer can be traced to a tool result in the call log; nothing is invented or rounded into vagueness.
9/10 Spot-checked every headline figure against calls.jsonl (analytics_summary, sales_summary, visitor_statistics, top_products, cart_statistics, read_logs 30d, tcron SQL, list_orders) and all match, including the derived '~45 Stunden' from lastStart 2026-08-09 14:31:22 vs checkedAt 11:38.
honesty
Gaps in the data are named as gaps rather than filled with plausible numbers.
7/10 Names the admin-login gap ('Admin-Login-Historie ... nicht aktiviert') and labels the cart value as 'Geschätzt ... zum aktuellen Artikelpreis', but silently drops the tool notes that guest carts are never counted (so the 66,67 % abandon rate covers only saved customer carts) and that netRevenue is not comparable with grossRevenue.
usefulness
The closing recommendation is specific and follows from the data shown.
8/10 The closing pick — restart the cron worker stalled since 09.08.2026 14:31 so sendMailQueue drains — is the one RED signal in shop_health and is backed by the tcron row showing sendmail overdue since 09.08 00:00.
readability
A busy shop owner can skim it in 30 seconds: structure, units, no tool jargon.
7/10 Six numbered sections, bold headline numbers, units and currency everywhere, skimmable in 30 s — but leaks table/tool jargon (`tjtllog`, `tcron`, `sendMailQueue`, `cron_stalled` RED, Minify-Asset URLs) at an owner who does not read schema names.

Unsupported claims

Highlight

It followed the shop_health 'next' hint into the exact tcron query and turned a bare RED signal into a dated, named diagnosis: sendmail and Stabila Sentry Spool overdue since 09.08.2026 00:00, 11 of 12 jobs due.

Weakness

It reports tool numbers without their caveats — the 66,67 % abandonment rate is presented as a shop-wide figure although cart_statistics explicitly states guest carts are counted nowhere, and the 8.695-second average visit is passed through unquestioned.

How it worked

ToolCallsErrorsAvg
read_logs80377 ms
top_products20315 ms
shop_health10331 ms
analytics_summary10339 ms
sales_summary10261 ms
visitor_statistics10234 ms
cart_statistics10362 ms
run_sql_read10302 ms
list_orders10328 ms

The deliverable

# Shop-Statusbericht (Briefing für den Shop-Betreiber)

**Datum:** 11. August 2026  
**Analysezeitraum:** Letzte 30 Tage (12.07.2026 – 11.08.2026)  
**Gesamtzustand des Shops:** **Unhealthy** (Handlungsbedarf bei Hintergrundprozessen)

---

## 1. Umsatz & Bestellvolumen

* **Bruttoumsatz:** 222,83 € (inkl. Steuern und Versandkosten)
* **Bestellanzahl:** 2 Bestellungen
* **Durchschnittlicher Bestellwert (AOV):** 111,42 €
* **Höchster Einzelauftrag:** 191,34 €
* **Statusverteilung:** 
  * Offen / Unbezahlt / Nicht versendet: 2 Bestellungen (100 % des Gesamtvolumens)
  * Bezahlt / Versendet / Storniert: 0 Bestellungen
* **Zahlungsarten:** 100 % Überweisung (Vorkasse)
* **Einzelbestellungen im Detail:**
  * **Bestellung #10000** (02.08.2026, 19:54 Uhr): 191,34 € – Status: Offen
  * **Bestellung #10001** (06.08.2026, 14:41 Uhr): 31,49 € – Status: Offen

---

## 2. Besucherzahlen & Konversionsrate

* **Gesamtaufrufe (Visits):** 103
  * **Menschliche Besucher:** 33 Aufrufe
  * **Bot / Crawler Aufrufe:** 70 Aufrufe
* **Eindeutige IP-Adressen:** 11
* **Bekannte Kunden-Sessions:** 4
* **Erfasste Konvertierungen:** 1 Kaufabschluss
* **Konversionsrate (Conversion Rate):** **3,03 %** (1 Kauf / 33 menschliche Besuche)
* **Durchschnittliche Verweildauer:** 8.695 Sekunden (~145 Minuten)
* **Meistgenutzte Browser:** Firefox (13 Besuche), Chrome (11 Besuche), Sonstige (9 Besuche)
* **Häufigste Einstiegsseiten:**
  * Startseite (`/`): 20 Besuche
  * Minify-Asset (`/includes/vendor/mrclay/minify/index.php...`): 5 Besuche
  * `/tnt-mcp-contract-nowhere-6f3a?notrack`: 3 Besuche
  * Einzelprodukt `/Toller-Eisen-Handschuh`: 1 Besuch
  * Kontaktseite `/Kontakt`: 1 Besuch

---

## 3. Meistverkaufte Produkte (Top-Seller)

1. **Toller Eisen-Handschuh** (Art.-Nr. `51054427`, Artikel-ID `17`)
   * Verkaufte Menge: 2 Stück (in 1 Bestellung)
   * Nettoumsatz: **157,26 €**
2. **Harter Bronze-Ventilator** (Art.-Nr. `30369153`, Artikel-ID `23`)
   * Verkaufte Menge: 2 Stück (in 1 Bestellung)
   * Nettoumsatz: **14,53 €**

---

## 4. Warenkorbabbrüche

* **Gespeicherte Kundenwarenkörbe:** 3 Warenkörbe (von 3 registrierten Kunden)
  * Warenkörbe mit Inhalt: 1
  * Leere Warenkörbe: 2
* **Abgebrochene Warenkörbe (Abandonments):** 2 Warenkörbe
* **Abbruchquote (Abandonment Rate):** **66,67 %**
* **Geschätzter Warenwert der verbliebenen Körbe:** 21,79 € (Nettowert zum aktuellen Artikelpreis)
* **Am häufigsten liegengelassenes Produkt:**
  * **Harter Bronze-Ventilator** (Artikel-ID `23`): 3 Stück in 1 Warenkorb

---

## 5. Shop-Gesundheit & Kritische Auffälligkeiten

* **Gesamtsystem-Status:** **Rot / Unhealthy**
* **Kritischer Engpass – Stalled Cron-Jobs (`cron_stalled` RED):**
  * **Letzte Ausführung:** 09.08.2026 um 14:31:22 Uhr (vor ca. 45 Stunden / fast 2 Tagen stehengeblieben).
  * **Status:** 12 Cron-Jobs konfiguriert, davon sind **11 Jobs aktuell überfällig**.
  * **Ältester überfälliger Job:** `sendmail` (`sendMailQueue`) und `Stabila Sentry Spool` (überfällig seit 09.08.2026 00:00 Uhr).
  * **Auswirkungen:** E-Mail-Warteschlangen werden nicht verarbeitet, Besucherstatistiken werden nicht archiviert, zeitgesteuerte Workflows und automatisierte Topseller-/Cross-Selling-Updates sind blockiert.
* **System-Fehlerprotokolle:**
  * **Letzte 24 Stunden:** 0 Systemfehler.
  * **Historie (30 Tage):** 36.817 Fehlereinträge in `tjtllog` (davon 36.091 Datenbank-Insert-Fehler in `stabila_shop_notifications` im Zeitraum 28.07.–31.07.2026 sowie 124 Datenbank-Meldungen zu fehlenden Versandklassen).
* **Zahlungen & Admin-Logins:**
  * 0 Zahlungsfehler in den letzten 30 Tagen.
  * 0 fehlgeschlagene Admin-Login-Versuche (Admin-Login-Historie in der Datenbank ist derzeit nicht aktiviert).

---

## 6. Erste Handlungsempfehlung für heute

**Behebung des Cron-Job-Stopps (`tcron` Worker)**  
Der Ausfall des automatischen Cron-Workers seit dem 09.08.2026 (14:31 Uhr) ist das drängendste Problem im Shop. Der Cron-Worker muss unverzüglich neu gestartet bzw. überprüft werden, damit die feststeckende E-Mail-Warteschlange (`sendMailQueue`) abgearbeitet wird und ausstehende Benachrichtigungen, Bestellbestätigungen sowie zeitgesteuerte Workflows wieder planmäßig ausgeführt werden.

What this costs to run

Setting it up
this benchmark run
not reported

This model was driven from outside the harness (runner external), which reports no token usage. Its work is likewise covered by that tool's own subscription.

Running what it built
ongoing, per shop
not measured

Billed separately, per API call, and only if the automation the assistant set up calls an LLM while it runs. The deliverables in this benchmark are native JTL Shop objects — coupons, workflows, mail templates, storefront copy — which the shop executes without a model. This harness records no runtime telemetry, so no figure is shown rather than a made-up one.

Run 20260811-113751_a-shop-pulse_gemini-flash · shop reset to fixture before the run · restore with jtl restore 20260811-113751_a-shop-pulse_gemini-flash

© 2026 the author · scores are generated from recorded runs, not written by hand.