Open rates are up. Revenue per send hasn't moved. Nobody can say why, because the ESP reports engagement and nothing connects that engagement back to which persona actually bought something.
Email platforms are excellent at reporting opens, clicks, and flows, and mostly silent on which specific customer segment is actually driving revenue from any of it -- so optimization tends to chase the metric that's visible (opens) instead of the one that matters (revenue per send).
Email clusters your send and purchase history into personas built on real behavior, then writes subject lines, preheaders, and CTAs per persona, per flow. Every draft is scored on revenue per send before it ships, and lands in your ESP as a draft campaign, ready for review -- not a template that has to be manually personalized after the fact.
How it works
Send & purchase history in
Opens, clicks, flows, and revenue per send feed the persona directly.
Written per persona, per flow
Not one generic template split into segments after the fact.
Scored on revenue per send
Not open rate or click rate alone.
Ships as an ESP draft
Lands in Klaviyo or Salesforce Marketing Cloud, ready for review.
What this replaces
This replaces a generic email-writing assistant, a separate lifecycle-segmentation tool, and the manual reporting work of connecting ESP engagement data back to actual revenue by segment.
You pay for every impression, matched or not
- Ad copy and landing copy describe different people. The ad was written by the paid team, the landing page by the content team, and the visitor feels the seam.
- Creative volume outpaces creative thinking. Testing requires variants, variants require hours, and the result is usually ten versions of the same undifferentiated message.
- Audiences are borrowed, not built. Platform lookalikes and interest targeting approximate your buyer. Your own purchase data describes them exactly, and usually isn't being used.
- Scored on the wrong thing. Impressions and click-through rate are easy to optimize and only loosely connected to acquisition cost.
Ad copy written per persona, scored before budget commits
Triangul8 writes search, shopping, programmatic, and paid social copy for the same verified personas driving your organic content, scored on conversion and cost per acquisition rather than engagement - so paid spend reinforces the rest of your marketing instead of competing with it.
What you get
Copy per persona, per platform
Search intent, shopping context, and feed discovery each need different copy. All three written from the same underlying customer understanding.
Scored on conversion and CPA
Drafts are judged against acquisition economics before budget is committed, not evaluated after the spend.
Ad-to-landing continuity
The page a visitor lands on is written for the same persona the ad targeted, which is where most paid programs quietly leak conversion.
Variants with a reason to differ
Test variations built around distinct persona angles rather than reworded versions of one message.
Audience alignment
Targeting informed by behavioral segments from your own data rather than platform-inferred interests alone.
Paused for review
Programmatic and paid social creative is delivered as paused items. A person activates it, regardless of volume.
Common questions
Which paid channels are supported?
Paid Search, Programmatic, and Social Paid are available as distinct channels, each ingesting its own performance data and receiving generated copy back. Google Ads, Meta Ads, TikTok, and The Trade Desk are directly integrated; others connect by API or flat file.
Does it manage bids or budget?
No. Triangul8 handles the creative and copy layer - what the ad says and who it's written for. Bidding, budget allocation, and campaign structure stay in your platforms and with your team.
How does scoring on CPA work before anything runs?
Drafts are scored against the acquisition economics of the persona being targeted, using historical performance from that channel. It's a pre-flight check against what has converted for comparable segments, not a prediction of exact cost.
Can it keep landing pages consistent with ads?
That's one of the main reasons to run paid alongside the website content channel. Both are generated from the same persona, so the ad promise and the page that receives the click describe the same customer in the same language.
Will it replace my paid media specialist?
No - it removes the copy production and brief-writing load so that person spends their time on strategy, structure, and budget. The expertise that matters in paid is allocation and testing discipline, not writing variant number nine.
Does anything go live automatically?
No. Ad copy and creative are delivered as drafts or paused items. Human approval is mandatory and can't be disabled.
See ad copy written for real segments
We'll show you what search and social copy looks like when it's written for the same personas your organic content serves.
- Copy scored on CPA before spend
- Ad-to-landing message continuity
- Works with your existing campaign structure
The work Paid Media takes off your team
Ad copy variants per audience, landing page alignment, and continuous rewriting as performance data comes in - across search and programmatic, each judged on different metrics.
Ad copy is generated per persona and scored on conversion and cost per acquisition before budget is committed. The specialist stops writing variants and starts managing strategy, and paid spend finally targets the same segments the organic content serves.
Illustrative estimate using fully-loaded US compensation of roughly $95K-$110K per role and typical output for a skilled specialist. Your numbers will vary - the point is that this capacity stops requiring an additional hire.