Series · OutboundOutboundDeliverabilityHistory

2018 to 2021: enrichment plugs into the sequencer, identity becomes the filter's strongest signal

From 2018 to 2021 data, enrichment and sequencing became one workflow. Mailbox providers answered by weighing domain, IP, authentication and feedback together.

Jared Hawkins-Young · Founder, Lost Star TechnologyOctober 8, 20265 min readPart 3 of 14

Key takeaways

  • Between 2018 and 2021 the contact database, enrichment and the sequencer became one workflow. ZoomInfo's February 2020 IPO filing described data on over 14 million companies, connected to customers' CRMs.
  • In February 2019 Google said new TensorFlow models were blocking about 100 million more spam messages a day in Gmail, including mail from newly created domains.
  • Gmail made BIMI generally available in July 2021, showing a verified logo only for senders that enforce DMARC, so identity became visible to the recipient.
  • Google's Postmaster Tools measures domain reputation, IP reputation, authentication, spam rate and delivery errors: most of what a provider reports is about the sender, not the copy.

Between 2018 and 2021 the contact database, enrichment and the sequencer merged into one workflow, so a team could build a list, fill in every field and start sending from the same screen. Mailbox providers answered by leaning harder on identity: domain reputation, IP reputation, authentication and recipient feedback, read together. Who was sending started to count for as much as what was sent, and it has not stopped since.

How did data and sending become one workflow?

The clearest record of this shift is a public filing. On February 26, 2020 ZoomInfo filed to go public, a year after DiscoverOrg acquired Zoom Information. The filing described data on over 14 million companies and about 192,000 paid users who used it to find target accounts, monitor buying signals, craft the message and engage through automated sales tools. It also made the integration explicit.

The vast majority of our customers integrate ZoomInfo with their most-used CRM...

ZoomInfo Technologies, Form S-1, filed with the SEC on February 26, 2020

Apollo, founded in 2015, describes itself as a lead intelligence and sales engagement platform: the database and the sequencer as one product. By the end of the era the list was no longer a spreadsheet someone bought. It was a live feed, connected to the CRM and to the sending tool.

For a head of sales the gain was speed. Northwind fits your filter: B2B software, 20 to 80 people, hiring account executives. Enrichment returns Dana Reyes's title, a verified address, the tools Northwind runs. She is enrolled in a sequence before anyone on your team has read Northwind's website. The cost was that every competitor had the same speed and the same records. When every team pulls the same fields from the same vendors, Dana gets the same "noticed you're hiring" email from several of them in one week. The data stopped being an edge at the moment it became a feature.

Era
Sending technology
Mailbox defense
  1. Part 1
    2001 to 2010
    Sending technology
    Commercial email infrastructure
    Self-serviceSend APIsBulk lists
    Mailbox defense
    Rule-based spam filtering
    RulesBlocklistsContent scoring
  2. Part 2
    2011 to 2017
    Sending technology
    Sequencing turns follow-up into a system
    SequencesSales engagementFollow-up
    Mailbox defense
    Adaptive filtering and sender reputation
    ReputationEngagementAdaptive filters
  3. Part 3
    2018 to 2021
    Sending technology
    Data connects to execution
    EnrichmentCRM syncSignals
    Mailbox defense
    Identity becomes a stronger signal
    Domain identityAlignmentFeedback
  4. Part 4
    2021 to 2023
    Sending technology
    Multi-mailbox scale meets generative drafting
    Mailbox rotationWarmupAI drafting
    Mailbox defense
    Pattern recognition learns faster
    BehaviorInfrastructureFeedback loops
  5. Part 5
    Feb 2024 to 2025
    Sending technology
    More throughput, more identity fragmentation
    OrchestrationAI researchMore capacity
    Mailbox defense · formal enforcement
    Authentication becomes a hard gate
    SPF · DKIM · DMARCOne-click opt-outSpam < 0.3%
  6. Part 6
    2026 to 2027
    Sender capability
    Research and drafting become nearly free
    Agent researchDynamic variantsReply routing
    Inbox prioritization
    Visibility becomes the next gate
    Relationship contextMessage contextPriority visibility
Figure 1. The email arms race, 2001 to 2027. Gold is the sender's capability, blue is the inbox's defense. This part covers row three: data connected to execution on the sender side, identity as a stronger signal on the inbox side.

What did the filters start reading instead?

In February 2019 Google said new TensorFlow models were blocking about 100 million additional spam messages a day in Gmail, on top of protections that already stopped more than 99.9% of spam, phishing and malware. Among the categories it could now catch, it named image-based messages, emails with hidden embedded content, and messages from newly created domains that hide a low volume of spam inside legitimate traffic. A domain registered last week and sending modest volume was now a pattern in its own right. Google also said every email carries thousands of potential signals, and that its models look at them together rather than judging one spammy-looking trait.

In July 2021 Gmail made BIMI generally available. A brand that enforces DMARC and validates its logo with a verified mark certificate can have that logo shown next to its mail. Google framed it as a way to increase adoption of strong authentication. Identity had become something the recipient could see.

The most detailed public list of what a provider measures about a sender is Google's own Postmaster Tools. Look at what its dashboards cover.

Six of the dashboards in Google's Postmaster Tools, as described in Google's help pages, and the part of each that a sending team controls. Most rows describe the sender, not the copy.
DashboardWhat it showsWhat you control
Domain reputationA quality rating for the domains you send fromWhich domain sends, its age, how fast volume grows
IP reputationA quality rating for the sending IP addressesYour sending provider and how you share its IPs
AuthenticationThe share of mail passing SPF, DKIM and DMARCDNS records and alignment of the From: domain
Spam rateThe share of mail recipients mark as spamWho you send to, and why they would want it
Feedback loopCampaign messages recipients marked as spamWhich lists and messages you keep sending
Delivery errorsThe share of authenticated mail rejected or temporarily failedList quality and sending volume

Why does a new domain look like a risk?

Because it has no history, and a filter treats a sender with no history with more scrutiny. M3AAWG, the industry's anti-abuse working group, puts it plainly in its current sender best practices: a new domain's reputation starts out unknown, "similar to bad," and a new domain sending a large volume shortly after registration may raise red flags. It recommends warming a new domain by raising volume slowly, about six weeks on average. That guidance is from 2026, but it describes a reaction that took shape in this era: Google's 2019 note on newly created domains is the same idea, seen from inside a filter.

Identity is accumulated. You cannot buy it on the day of the campaign. That is the practical lesson of era three, and it is why the next two parts are about what senders did to get around it and what the providers did in return.

What era three means for a head of sales in 2026

  • Your enrichment is everyone's enrichment. The fields a database returns are table stakes. The reason to write has to come from somewhere they do not: a current, specific signal about the account. Part 9 describes how a signal is scored before it becomes a message.
  • Treat the sending domain as an asset with a history. Know its age, its authentication status and its reputation before you add a single campaign to it.
  • Read the identity rows before the copy. When replies drop, domain, IP and authentication are the first things to check. Part 12 lays out that order as a runbook.

A limit worth stating. Google publishes what it measures, not how much each signal weighs. "Who is sending started to count for as much as what was sent" is this series' reading of what the providers published and built in these years, not a ranking any provider has released.

Next in the series

Part 4 covers 2021 to 2023, when mailbox rotation, automated warmup and generative drafting cut the cost of a new campaign close to zero, and the filters learned faster. Part 2 covers the sequencer era that came before. The series page lists every part in order.

Common questions

What is enrichment in sales prospecting?
Enrichment fills in a contact or account record from a data provider: title, verified email address, company size, the technology the company uses and sometimes intent signals. From around 2018 it plugged directly into sequencers and CRMs, so a list could be built and enrolled in one step. ZoomInfo's 2020 IPO filing said the vast majority of its customers connected it to their CRM or sales and marketing automation system.
Why do emails from a new domain land in spam?
A new domain has no sending history, and mailbox providers treat unknown reputation with more scrutiny. Google said in 2019 that its models catch spam from newly created domains hiding low volume inside legitimate traffic. M3AAWG's sender best practices treat a new domain's unknown reputation as similar to a bad one and recommend raising volume slowly, about six weeks on average.
Does good copy fix a bad sender reputation?
No. Most of what Google's Postmaster Tools reports is about the sender: domain and IP reputation, authentication, spam rate and delivery errors. A strong message from a domain with a poor record still has to get past that record first, which is why a reply-rate drop should be diagnosed from the sender inward before anyone rewrites copy.

Sources

  1. ZoomInfo Technologies, Form S-1, filed with the SEC on February 26, 2020
  2. Y Combinator, Apollo.io company page (founded 2015; lead intelligence and sales engagement platform)
  3. Google, Ridding Gmail of 100 million more spam messages with TensorFlow, February 6, 2019
  4. Google Workspace Updates, BIMI support across Gmail, July 12, 2021
  5. Google, Postmaster Tools dashboards
  6. M3AAWG, Sender Best Common Practices, version 4.0, August 2026

Written by Jared Hawkins-Young from the system he builds and runs. Diagrams are drawn from the same specs as the software. Published October 8, 2026. Illustrative numbers are labelled as such; every other figure carries its source.

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