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    CONNECTIONS / Apache Cassandra / Apache Cassandra to Meta Conversion Leads

    From Cassandra tables to Meta Conversion Leads bidding.

    Connect Apache Cassandra and point Signals at your Cassandra tables; it reports lead-stage progress so Meta bids toward qualified pipeline each time the read runs, hashed and consent-checked for Meta.

    Talk to our team Explore the setup

    apache-cassandra -> meta-capi-crm :: live

    1. ● apache cassandra → meta.leads :: live
    2. > read lead_pipeline rows=53,414
    3. hash sha256(email,phone) consent=filtered
    4. route meta deliver
    5. ✓ delivered · 48,073 matched

    WHAT THIS ENABLES

    Apache Cassandra to Meta CAPI for CRM

    Apache Cassandra to Meta CAPI for CRM: Signals reads your Cassandra tables and reports lead-stage progress so Meta bids toward qualified pipeline, hashed and consent-checked each time the read runs.

    • Qualified-lead and pipeline signals from your Cassandra tables activated for Meta, as Signals reports lead-stage progress so Meta bids toward qualified pipeline.
    • Meta bidding tuned to the lead stages that become revenue, drawn from your Cassandra tables by platform teams running Cassandra.

    WHAT FLOWS WHERE

    Apache Cassandra to CAPI for CRM, mapped.

    A scheduled read pulls the qualified-lead and pipeline signals from your Cassandra tables; Signals hashes and consent-screens each record before Meta's Conversion Leads API accepts the lead conversions for lead-stage selection.

    A scheduled read pulls the qualified-lead and pipeline signals from your Cassandra tables; Signals hashes and consent-screens each record before Meta's Conversion Leads API accepts the lead conversions for lead-stage selection.

    WHO THIS IS FOR

    Built for the teams that own the number.

    Meta lead-gen advertisers whose lead quality swings more than volume, with the records already in Cassandra tables and materialized views.

    Platform teams running Cassandra activating Meta Conversion Leads bidding straight from Cassandra tables.

    HOW DATAHASH SETS IT UP

    From kickoff to verified events.

    1. Connect

      A read-only database user scoped to the Cassandra tables you name to feed Meta's Conversion Leads API, sized for lead-stage selection.

    2. Map

      A scheduled read pulls your Cassandra tables, and its columns map to Meta's Conversion Leads API in the visual mapper, hashed and checked for lead-stage selection.

    3. Deliver

      On each run, Signals pulls your Cassandra tables, reports lead-stage progress so Meta bids toward qualified pipeline, and reads only the records changed since the last run, with lead-stage selection in the debugger.

    WHAT YOU GET

    What ships with this use case.

    Meta bidding tuned to the lead stages that become revenue on every run, as Signals reads your Cassandra tables and reads only the records changed since the last run.

    Bids weighted to revenue-grade lead stages from your Cassandra tables, with read load on the database steady because Signals reads only the records changed since the last run.

    A per-run match report from Meta's Conversion Leads API on lead-stage selection, straight out of your Cassandra tables.

    ON THE WIRE

    What CAPI for CRM actually receives.

    signals :: apache-cassandra.meta-capi-crm :: wire

    1. ● signals :: event payload
    2. > POST /conversion_leads source=apache-cassandra.lead_pipeline
    3. event_name "Purchase" · value 1733 SAR
    4. em sha256 "6f2a91…" · ph sha256 "d40c7e…"
    5. lead_id "lsh_56911" · action_source "system_generated"
    6. ✓ accepted pii=hashed-at-ingestion
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    FAQ

    Asked on almost every call.

    How often does the Apache Cassandra Meta Conversion Leads sync run?

    You set the cadence, from near-real-time to a nightly Apache Cassandra sync of your Cassandra tables into Meta. Since Signals reads only the records changed since the last run, Meta bidding tuned to the lead stages that become revenue keeps pace and platform teams running Cassandra watch lead-stage selection. One scoped connection sets it up, cadence adjustable later.

    What match rate should a Apache Cassandra-sourced Meta Conversion Leads batch expect?

    In Apache Cassandra, match rate tracks the email and phone quality your Cassandra tables carry. Clean identifiers land for Meta; blank ones never will. The first Conversion Leads API report shows platform teams running Cassandra where lead-stage selection needs work, a data-quality task handled in Apache Cassandra.

    NEXT STEP

    Apache Cassandra to Meta Conversion Leads, in production this week.

    Talk to our team All Apache Cassandra use cases