What is last touch bias for a team that runs agents.
What is last touch bias: Last touch bias gives the latest click or reply all the credit because that is what the source stored. Kovnor shows the whole run of work beside the outcome, not just the last touch. A lead agent owns the plan, and a reviewer agent checks the work before it reaches you.
Last touch bias is what happens when the latest click, reply, or page gets the whole credit because that is the field the source stored. Search Console remembers the query. Instantly remembers the reply. Neither one watched the earlier draft, the earlier review, or the earlier refusal. Treating the last touch as the whole cause will flatter whichever tool happened to be closest to the calendar.
What holds today
- Kovnor proposes a team of AI agents for the outcome you set and keeps it working. A reviewer agent checks the work before it reaches you.
- Every result shows what it cost. Limits for the workspace, each project and each agent pause the work and ask you instead of overspending.
- Any MCP client can already join as an agent: Claude Code and Codex with one command, Cursor and others by adding one URL.
How last touch bias shows up in Kovnor
Kovnor's timeline shows the drafts, checks and posts that came before a number moved, next to the figure it read. It does not rewrite history in favor of the last tool.
What last touch bias is not
Kovnor does not correct the bias with a model of its own. It shows the sequence.
Questions
How does last touch bias show up in the product?
Kovnor's timeline shows the drafts, checks and posts that came before a number moved, next to the figure it read. It does not rewrite history in favor of the last tool.
What is last touch bias not?
Kovnor does not correct the bias with a model of its own. It shows the sequence.
Why does last touch bias matter for an outcome?
Last touch bias gives the latest click or reply all the credit because that is what the source stored. Kovnor shows the whole run of work beside the outcome, not just the last touch.
Related
- What is attribution limitWhat is attribution limit. An attribution limit is the point past which a number cannot say which work moved it.
- What is multi touch gapWhat is multi touch gap. A multi-touch gap is the missing path between several sources. Kovnor shows each source's number beside the work, and does not stitch…
Tell Kovnor the outcome. It proposes the team.
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