IOSOR Learn

Sender reputation and reject export at 02:00

Night 02:00 export of sender rejects, filter hits, and spend by from-identity — one file product and finance share, not a vanity reputation score.

A vanity reputation score is not ops truth. Product asks which from-identity burned volume; finance asks which rejects and filter hits moved prepaid. Without one night file, mornings invent two stories. The 02:00 sender reputation export freezes rejects by sender, filter hits, and spend by from-identity into one CSV/JSON both teams open.

IOSOR is white-label prepaid. USD 20 funds a dual-path pilot; soft review near USD 1,000/month. Lanes: Sender reject vs content filter: status truth for finance. Fleet: Multi-sender ops at volume. Tags: Tag Sender ID on every prepaid debit row. Daily join: Debit rows vs delivery status ledger. Adjacent: Wallet month-end export at 02:00 and Coverage change-log export at 02:00.

Night export is not a vanity reputation score

A 0–100 badge collapses registration rejects, filter blocks, and spend into an unauditable number. Buyers need named lanes: which sender id rejected, which filter family hit, how much prepaid settled or released per from-identity. Cut UTC at 02:00; later rows belong to the next window. Name the job owner and nightly file path. The export — not a score widget — is the countable contract.

Columns rejects filters and spend by sender

Column Why
Window id + cutoff UTC Bound the night
From-identity / sender id Fleet unit, not a score
Reject count + reject class Registration / identity lane
Filter hit count + family Content lane after handoff
Spend settled / released / refunded Prepaid truth per sender
Debit / sender tag Join to ledger
Owner / ticket id Named change

Reject class ≠ filter family. Spend must match sender debit tags and the daily debit↔delivery ledger.

Product and finance open the same 02:00 file

Product: did reject spikes match registration gaps or a bad from-string? Did filter hits cluster on one template family? Finance: did settled spend and refunds line up with named lanes, or did a badge hide burn? Soft USD 1,000/month owners track reject share and filter share separately; USD 20 proves the file on a small sender set. Same artifact for both — no private reputation sheet. Multi-sender ownership stays in ops; 02:00 is the freeze, not a second ledger.

Cadence with wallet and coverage night exports

Wallet month-end closes the calendar money story. Coverage change-log freezes zone / floor / Live deltas. This page freezes sender rejects, filter hits, and spend by from-identity. Three jobs may share the 02:00 clock and must not share one blob. Wallet green ≠ sender lanes; coverage green ≠ reject class. Ship three named files — or admit the gap. Run the sender export nightly once production senders exist.

Buyer checklist for sender reputation export

  1. One 02:00 file lists rejects and filter hits by sender, not a vanity score?

Start with IOSOR

Open the IOSOR console data exports tab and schedule the daily 02:00 UTC sender reputation job to drop named CSV files rather than aggregated summary scores. Ensure your downstream logging parser splits reject classes from filter family hits per sender ID before running nightly audit scripts. Hold product and finance sign-offs to this single 02:00 export snapshot so both teams evaluate identical sender-level line items.

IOSOR takeaway

Aggregating sender health into a single 0–100 reputation badge obscures where traffic actually breaks. Breaking down the 02:00 UTC export by explicit sender identity, reject classification, and filter hit family isolates registration gaps from content blocking while providing finance with verifiable settled spend per lane.

Was this guide helpful?

Related guides