| Last active | User | First match | Questions | Cost | Feedback |
|---|---|---|---|---|---|
| 2026-10-01 09:32 | mihail.iliev@dext.com | How many paying partners do we have? | 4 | $121.7169 | — |
| 2026-09-28 14:31 | suzannah.weinfass@dext.com | Average monthly revenue per client (ARPA) for Direct/SMB customers versus Partner/accountancy practice customers, for the most recent full month | 3 | $60.1953 | — |
| 2026-09-24 18:33 | chris.scott@dext.com | For account CRN 7132303002 (Pitcher Partners SA Pty Ltd), what was its MRR on 2026-05-01 versus its current MRR? | 8 | $177.3482 | — |
| 2026-09-24 06:51 | chris.scott@dext.com | For account CRN 7371765911 (Global Infosys Ltd), what was its MRR on 2026-06-21 versus its current MRR? | 1 | $12.4557 | — |
| 2026-09-23 17:17 | gerty.bester@dext.com | What is the average monthly revenue per client (ARPU/ARPA) for Direct/SMB customers versus Partner/accountancy practice customers? Show the comparison for the most recent full month. | 1 | $19.0560 | — |
| 2026-09-22 10:58 | suzannah.weinfass@dext.com | AI Assist paid licence sales: total net paid AI Assist licences sold as of 18 September 2026, broken down by region (UK, NA including Canada and US, APAC, France, South Africa), split by partner vs direct, plus licences ended since 23 April | 3 | $101.0706 | — |
| 2026-09-20 12:35 | chris.scott@dext.com | For account CRN 5327143919 (Goldwells), what was its MRR on 2026-07-12 versus its current MRR? | 4 | $82.8115 | — |
| 2026-09-18 10:54 | yordan@dext.com | How many active accounts do we have? | 1 | $8.3274 | — |
| 2026-09-17 14:59 | yordan@dext.com | What is our average customer LTV (total MRR over customer lifetime to date)? | 1 | $34.4365 | — |
| 2026-09-15 13:27 | yordan@dext.com | Partners MRR by month, last 6 months | 2 | $68.7470 | — |
| 2026-09-14 11:11 | chris.scott@dext.com | For account CRN 7551015724 (Easy Accountants), what was its MRR on 2026-04-17 versus its current MRR? | 1 | $1.8646 | — |
| 2026-09-11 14:12 | oliver.paterson@dext.com | How many Clients have Payments access? | 1 | $1.6014 | — |
| 2026-09-10 08:56 | suzannah.weinfass@dext.com | partner MRR by month for the last 6 months | 2 | $1.3681 | Negative |
| 2026-09-08 06:55 | yordan@dext.com | MRR for the last 12 months, month over month | 1 | $0.6828 | — |
| 2026-09-05 16:21 | chris.scott@dext.com | What was UK churn (churned MRR) by month from April 2024 through August 2026? Please use the UK finance country grouping and return monthly churn value and, if available, the number of churned accounts per month. | 1 | $1.6469 | — |
| 2026-09-04 20:01 | yordan@dext.com | ACV for Dext today | 4 | $6.8047 | — |
| 2026-09-04 13:15 | yordan@dext.com | What is our ARR (Annual Recurring Revenue) for the last 12 months, broken down month over month? | 9 | $10.9555 | — |
| 2026-09-01 13:53 | yordan@dext.com | Show me partner accounts (finance_account_type = Accountant) with their company name, CRN, netsuite account number, last login date, next invoice date, account manager, and any billing or invoice outstanding amounts | 1 | $1.1598 | — |
| 2026-09-01 13:08 | yordan@dext.com | Partner accounts with outstanding invoices including company name, NetSuite account number, company registration number, subsidiary, outstanding debt by aging buckets (current 15/7/2026-13/8/2026, 30 days 15/6/2026-14/7/2026, 60 days 16/5/2026-14/6/2026, 90 days before 16/5/2026, overdue over 90 days), total outstanding amount, account manager name, last login date, next invoice date | 1 | $0.8164 | — |
| 2026-08-27 09:57 | yordan@dext.com | customer counts by country | 2 | $2.8310 | — |
| 2026-08-26 13:18 | chris.scott@dext.com | Using field parent_account_crn (not account_crn) to filter, list ALL child account CRNs (do not truncate, show all rows) where parent_account_crn = 7261517401, snapshot date 2026-03-01 | 4 | $2.7079 | — |
| 2026-08-26 11:37 | pawel.chwieros@dext.com | UK partner upsell MRR broken down by upsell type for May 2026 to July 2026 | 3 | $1.9276 | — |
| 2026-08-26 08:01 | chris.scott@dext.com | Partner channel ARR by region for the last 12 months | 3 | $1.1176 | — |
| 2026-08-25 18:05 | chris.scott@dext.com | What is our customer churn rate and net revenue retention over the last 12 months? | 2 | $1.3919 | — |
| 2026-08-18 16:26 | oliver.paterson@dext.com | Partners MRR by month, last 6 months | 3 | $2.1578 | — |
| 2026-08-12 16:11 | kathryn.buckley@dext.com | Monthly revenue for the Precision add-on from January 2024 to June 2026, broken down by month | 14 | $6.8210 | — |
| 2026-08-12 11:48 | yordan@dext.com | ACV monthly for the past 6 months | 2 | $0.7830 | — |
| 2026-08-06 12:51 | yordan@dext.com | Show me partner ACV value, direct ARR value, and count of all paid active accounts for the current month or latest period available | 5 | $2.3553 | — |
| 2026-08-06 10:16 | detelina.vassileva@dext.com | Cohort: accounts that currently have a paid AI Assist / Agents add-on (paid AI Assist customers), excluding Dext demos and Reseller accounts. Return one row per account with: account CRN, account name, Salesforce country. No aggregation. | 5 | $2.6180 | — |
| 2026-08-06 09:28 | kathryn.buckley@dext.com | How many Dext client accounts that are attached to a Partner and currently active have only a basic Dext subscription with no add-ons — meaning no AI Assist, no Vault, no Data Health, no Dext Solo, and no e-invoicing in France? | 3 | $1.3149 | — |
| 2026-08-05 13:09 | yordan@dext.com | total distinct Dext Solo accounts, excluding demo and suspended accounts, latest date, no account type filter | 1 | $0.9311 | — |
| 2026-08-05 10:51 | lindsey.kistler@dext.com | total number of Dext Solo accounts | 1 | $0.8413 | — |
| 2026-08-05 07:48 | yordan@dext.com | For every partner practice, grouped by parent_account_crn, show total number of distinct client accounts under it, and separately the number of those client accounts with a paid Dext subscription. Do not filter to only paid accounts - I need both the total and the paid subset as two columns. Return full result set, no limit. | 2 | $1.6344 | — |
| 2026-08-05 06:40 | yordan@dext.com | For every partner practice account (grouped by parent_account_crn), give me the number of client accounts under it and how many of those clients have a paid subscription. Full table across all practices. | 2 | $2.5932 | — |
| 2026-08-04 15:53 | yordan@dext.com | List all partner practice accounts (salesforce_account_type = Partner), one row per practice, with parent_account_crn, practice name, total number of client accounts under that practice, and number of those clients with an active paid subscription. Exclude demo and suspended accounts. | 2 | $2.5145 | — |
| 2026-07-31 10:58 | silviya.chomakova@dext.com | What's the direct net churn MRR for direct for the last 6 months? | 9 | $4.4242 | — |
| 2026-07-27 13:09 | yordan@dext.com | What is our total ARR (annual recurring revenue)? | 2 | $0.7251 | — |
| 2026-07-24 10:45 | mai.nguyen@dext.com | What is our sales data for the last 6 months? | 2 | $1.1620 | — |
| 2026-07-24 10:00 | yordan@dext.com | how much ACV do we have | 1 | $0.4449 | — |
| 2026-07-24 07:17 | yordan@dext.com | What is our current direct MRR (monthly recurring revenue)? | 3 | $1.4771 | — |
| 2026-07-23 15:36 | yordan@dext.com | What is our current ACV number (Annual Contract Value) for Partner accounts? | 1 | $0.4652 | — |
| 2026-07-23 14:35 | yordan@dext.com | Total Bundles and Total Clients aggregated over the last 6 months | 1 | $0.6068 | — |
| 2026-07-23 13:12 | suzannah.weinfass@dext.com | UK Partner churn month over month from July 2025 to now | 1 | $0.8002 | — |
| 2026-07-23 10:07 | yordan@dext.com | Total Prepare Paid Accounts by company for the last 6 months | 1 | $0.5465 | — |
| 2026-07-23 06:53 | detelina.vassileva@dext.com | Give me accounts where the AI Assist (Agents) add-on was removed — i.e. AI Assist client limit change amount is negative or the AI Assist MRR movement is Churn/Downsell. For each such account return: account CRN, account name, Salesforce country, finance account type, and the remove/churn reason (whichever churn-reason field the account model exposes). Filter to churn/removal events only, no zero-change rows. | 1 | $0.8918 | — |
| 2026-07-21 11:14 | yordan@dext.com | ARR for the last 6 months | 1 | $0.5115 | — |
| 2026-07-21 09:42 | yordan@dext.com | Total solo_contract_client_limit from Bookings by month for Solo accounts only, last 12 months | 3 | $1.7533 | — |
| 2026-07-21 07:25 | yordan@dext.com | average total MRR collected per customer over their lifetime to date (average cumulative MRR revenue per customer since signup) | 1 | $1.4245 | — |
| 2026-07-20 09:14 | ikraan.mohamed@dext.com | ACV for the last 6 months | 1 | $0.5168 | — |
| 2026-07-17 15:10 | suzannah.weinfass@dext.com | Dext Partner GRR value for Q2 2026 as of April 14 2026 (14 days into the quarter), comparable to Q3 2026 to-date | 2 | $1.0646 | — |
Cost is the LLM completion spend LiteLLM priced for each call, summed per
request.
Chandler is running on the Codex CLI, which draws ChatGPT plan quota
rather than per-token API billing, so this figure is not money paid —
it is what the same traffic would have cost on the API, priced from the
token counts Codex reports. Read it as the size of the bill avoided.
Two known limits: embedding spend is not recorded, so
retrieval and matching cost is missing, and because the figure is one sum
per request it cannot be split by model within a request — a
request's classifier and agent calls can use different models while
llm_model holds only one name.
Only authenticated calls are logged, USAGE_LOG_ENABLED can
switch logging off, and log writes are fail-soft — this is not a complete
record of traffic. Questions are grouped into sessions: a session is
exact when the caller echoed its id back to us and otherwise inferred from
a 30-minute gap in that user’s activity, so a grouping is only as
good as the source shown on the session itself. A call with no
attributable user gets no session at all; those questions are listed
separately rather than dropped.