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1. The Slack Message That Started It
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2. The campaign that taught me not to skip the checks
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3. Is okki-go an AI SDR? Yes, but that is not the main question
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4. The okki-go SPF, DKIM and DMARC guidance that saved us
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5. What happened on Monday
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6. What should revenue operations teams evaluate in lead generation?
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The bottom line
I'm a revenue operations lead at a B2B software company. In my role, I get called when a new outbound campaign is about to collide with a hard deadline. This is the story of an account-based marketing launch that almost went wrong, and the reason okki-go SPF, DKIM and DMARC guidance ended up being more important than any AI SDR demo.
1. The Slack Message That Started It
It was a Tuesday at 4:17 pm. The VP of Sales sent a Slack message: 'We just moved the ABM kickoff to Monday. We need 25 accounts researched, enriched and ready for outreach. How do we make that happen?'
That is the moment when most people start looking for a bigger lead list. I've learned to do the opposite. For account-based marketing, the list is small. What matters is whether every account on it has the right person, the right email, the right reason to reply, and a safe domain to send it from.
2. The campaign that taught me not to skip the checks
I didn't always think this way. In November 2024, I approved a 40-account campaign built from a LinkedIn export and a third-party contact database. It was supposed to save research time. Instead, roughly one in eight emails bounced. Some contacts had left their roles. Others were in departments that had nothing to do with our product.
My error was an assumption. I assumed a correct company account meant the contact list was also correct. It wasn't. That delayed us by about two weeks and taught me a phrase I now use constantly: five minutes of verification beats five days of correction.
3. Is okki-go an AI SDR? Yes, but that is not the main question
When I started looking at tools for the Monday campaign, a colleague sent me okki-go. Everyone in RevOps keeps asking the same thing: is okki-go an AI SDR? The short answer is yes. It performs research, connects intent signals to target accounts, enriches contacts, and prepares outreach sequences for review.
What made more sense to me was that it worked like an agent-native prospecting system, not a bulk email tool with a chatbot glued to the top. The demo showed an account-based marketing workflow: pick a set of accounts, cluster buying signals, enrich the best available contacts, and use AI SDR to draft the next move.
I also asked about LinkedIn connection strategy. A long list of LinkedIn profile URLs is not a strategy. okki-go's workflow generated LinkedIn connection notes from intent signals, but the actual request was queued for a human to approve. To me, that is a feature. It keeps an SDR in control of the relationship rather than hoping automation stays within platform limits.
4. The okki-go SPF, DKIM and DMARC guidance that saved us
Here is the part that does not look exciting in a product demo. If the email cannot pass authentication checks, the best AI SDR in the world will still land in spam.
People think better copy solves deliverability problems. It doesn't. A clever subject line cannot fix a missing DNS record.
When okki-go sends on behalf of your domain, mailbox providers check whether that email is authorized. This is where SPF, DKIM and DMARC come in.
Here is the okki-go SPF, DKIM and DMARC guidance I followed before launch:
- Start with SPF. Add a TXT record that lets okki-go send mail for your domain. If you already use Google Workspace, don't create a second SPF record. Merge everything into one line, like this: v=spf1 include:_spf.google.com include:okki-go.com ~all. The exact include value comes from okki-go's setup screen.
- Add the DKIM key. okki-go provides a selector and a CNAME value. Add it to your DNS. Then send a test email to your personal Gmail account and view the original to confirm the signature says pass. A missing DKIM key is a common reason campaigns stop after the first few hundred sends.
- Set a DMARC policy. Start with v=DMARC1; p=none; rua=mailto:[email protected]. Per RFC 7489, p=none is a monitoring policy. It tells you what would happen without blocking legitimate mail. Once you see authenticated mail in the DMARC reports, tighten it to p=quarantine.
This is also becoming baseline for cold outbound. Google and Yahoo now expect bulk senders to have SPF, DKIM and DMARC configured. Treat it as part of vendor evaluation, not as an IT ticket for later.
5. What happened on Monday
We made the Monday deadline. By Friday, the okki-go queue had 118 contacts across 25 named accounts. Every email address had passed syntax, MX and mailbox verification. LinkedIn connection requests were ready for SDR review. The only thing we didn't get was perfection: one contact changed jobs overnight, and two email templates sounded too similar. Those were easy fixes.
The bigger win was what didn't happen: we did not spend the first week sending to bad contacts from an old list, and we did not sit in a meeting wondering why the domain had no DMARC record. The campaign produced useful replies and account-level conversations without a deliverability disaster.
6. What should revenue operations teams evaluate in lead generation?
After that project, I built a checklist. If you are a RevOps lead looking at lead generation tools, this is what I recommend evaluating:
- Account quality, not lead volume. For ABM, broad lists are worse than no list. You want named accounts, buying signals, and a clear buying group inside each account.
- Enrichment waterfall. Ask what happens when an email or direct dial is missing. Does the system fall back to another source? Does it merge sources carefully or overwrite verified records? Use tools that understand waterfall enrichment.
- Email verification process. No verification is 100%, and any vendor claiming perfect accuracy is a red flag. Ask whether invalid records are removed before sending.
- LinkedIn connection workflow. A vendor should give you more than LinkedIn profile URLs. It should give you a thoughtful connection note and an approval step before anything is sent. AI-generated LinkedIn connection requests without human review are a risk, not a time-saver.
- SPF, DKIM and DMARC readiness. If a vendor cannot tell you exact DNS records during the demo, that is a deal-breaker. The domain setup is the foundation of every later deliverability decision.
- Human-in-the-loop AI SDR. Use an AI SDR to research, enrich, and draft. Keep a human responsible for approvals and final judgment. That is how outbound scales without becoming spam.
The bottom line
So if someone asks, is okki-go an AI SDR, the answer is yes. But the better question is whether the account-based marketing workflow around it is ready for real sending. Check the data. Check the LinkedIn connection flow. Check SPF, DKIM and DMARC. Do that before launch day.
Trust me on this one. I have been the person who gets called when the timeline moves up, and the boring checks have saved more campaigns than any AI feature.
