Attention is a revenue platform built on captured conversations: it records meetings without a bot, scores calls, forecasts from buyer signals and runs AI agents that draft and send the next move on a deal. Replicate Labs builds AI sales experts. Caty, one of them, works the rep's live deal with the rep on a call, in the team's own method. If you are looking at alternatives to Attention because the bottleneck is coaching the rep through the deal, this is the comparison.
Automate the action, or coach the rep through it
Both products start from the same belief, that a deal should be read from what the buyer said. Attention turns that read into automated actions: a follow-up drafted from the call, a CRM field updated, a re-engagement email queued. Replicate Labs turns it into a coaching conversation: the rep talks the deal through with an expert who knows the method, hears what is missing and leaves with the words for the next call.
For the wider market, our guide to AI sales tools compared by the job they do places both categories side by side.
What Attention says it does
Attention's home page leads with "AI agents that work your pipeline while you sell" and promises "the next move on every deal, drafted and done. You approve. Attention executes." The examples are specific: send the follow-up "drafted from the call, in the rep's voice", loop in another buyer, nudge a stalled deal, and turn pricing discussed at 1:00pm into "a proposal draft by 1:02pm".
Underneath sit four layers, all from the same page. Capture comes with "no bot in the room", across 100+ languages and every major meeting platform. Forecasting promises "deal health scored from buyer signals", with the evidence one click away. On coaching: "Every call graded against MEDDIC, BANT, or your own framework", and reps get feedback "minutes after every single call". And agents are described in plain language, with 200+ integrations and an MCP server carrying 70+ read and write tools for Claude, ChatGPT and Cursor.
The scorecard page adds SPICED to the frameworks, different scorecards by role, region, stage or product, and scorecards for product launches. The coaching page says "Reps don't need to wait for a manager's feedback to improve".
That is a broad, well-built product. Attention suits a team that wants the work after a call to happen without a rep typing it.
What Replicate Labs does on a deal
Replicate Labs takes the team's buyers, method and scorecard once, then puts an AI sales expert on the live deal. The rep opens a call, the expert comes up on camera, and they talk the deal through "the way you would with a manager who has unlimited time and has read everything". Typing is the fallback for when a rep cannot talk.
- 01Two minutes of questions
- 02The findingWhat the buyer said against what the rep concluded
- 03The moveIn words the rep can use
- 04The agendaFor the next conversation
- 01Two minutes of questions
- 02The findingWhat the buyer said against what the rep concluded
- 03The moveIn words the rep can use
- 04The agendaFor the next conversation
A session has a shape: two minutes of questions, the finding (usually the gap between what the buyer said and what the rep concluded), the move in words the rep can use, and the agenda for the next conversation. If a recording tool is connected, the rep points the coach at the call itself, and the coach reads what was said. The coach carries the deal between sessions, so each one starts from the last.
Replicate Labs also covers the work after the call. Roleplays and coach calls are scored against the team's own scorecard. The follow-up email is drafted and judged against the method before it sends. And managers get Bryce, the manager coach, who asks one thing of every number in the forecast, "did the buyer say it?", and preps the 1:1 with one strength, one gap and one drill, each tied to a moment on a call. Keenan runs Gap Selling, Val the ValueSelling Framework®, and Caty MEDDPICC or the team's own method, each set up with the methodology partner.
Side by side
| The decision | Attention | Replicate Labs |
|---|---|---|
| What it coaches | The call: graded against a framework, with feedback minutes after it ends | The deal: what the buyer said, what is missing, the next move, worked through with the rep |
| Where it works | Recorded meetings, email and the CRM, with agents executing approved actions | The rep's live pipeline, on a call with the coach before and after each meeting; also in Claude, Slack and the CRM |
| Deal read | Deal health from buyer signals, risk flagged with a suggested fix | Bryce marks a deal at risk when the number in it came from the rep, with the call where the buyer should have said it |
| Method support | MEDDIC, BANT, SPICED or a custom framework on scorecards | Gap Selling, the ValueSelling Framework®, MEDDPICC or the team's own, held in every coaching conversation and scorecard |
| Follow-up | Drafted from the call in the rep's voice, sent on approval | Drafted with the coach and judged against the method before it sends |
| Manager view | Rep performance over time, dashboards, questions across all calls | 1:1 prep with evidence, team capability map, commit read in Slack |
| Published pricing | None found (pricing URL returns "Page Not Found") | Seats with implementation, quoted per team |
The Attention column comes from Attention's own published pages; ours comes from our product.
One stalled deal, both ways (illustrative)
The deal, people and numbers are invented to show the shape.
A rep has a $90,000 renewal-and-expansion deal. The champion said on the last call that "finance wants a business case", and nobody has replied in nine days.
In Attention, the signals do their job. The deal health score drops when the champion goes quiet. An agent drafts a re-engagement email from the call and a proposal outline from the pricing discussion, and the rep approves both. The CRM is up to date and the forecast reflects the risk.
In Replicate Labs, the rep opens a call with the coach on the walk back from lunch. The coach asks what finance means by a business case and who in finance the rep has met. The rep has met nobody.
The finding: the deal has a champion and no economic buyer, and the cost of the problem is the rep's estimate, because the buyer never sized it. The move: one question for the champion, in words the rep can say, that asks what finance will compare the spend against, and a request for twenty minutes with the person who signs. On Thursday the manager asks Bryce what to cover in the 1:1 and gets the same gap, with the call cited.
Both catch the stall. One sends the next email. The other changes what the rep asks for in it.
A trial built around Attention's strengths
Both tools score calls, so start with a harder test than the demo. Have two managers rank ten recorded calls best to worst and compare each tool's order with theirs, then score one call twice and count what moved. Skip average error as the yardstick: in our call-scoring study a scorer that never read the transcript beat the best real model on it.
Then bring one stalled deal to each. Attention will draft the next action; Replicate Labs will talk the rep through it. Judge both on whether the rep would act on what came back. The full checklist is in how to evaluate AI sales coaching software, and the two-week plan in how to run an AI sales coaching pilot.
Admin bottleneck or manager bottleneck
Attention fits a revenue team whose bottleneck is admin after the call: CRM hygiene, follow-ups, forecast inputs and a call record managers can query. Its botless capture and agent builder are built for that.
Replicate Labs fits a team whose bottleneck is the manager: more reps and deals than any manager has hours to work. The AI sales experts take the deal review, Bryce takes the read across the team, and calls come in from a connected recorder such as Gong, Fathom or Fireflies. The category is explained in the AI sales coaching guide, and the ranked list is at best AI sales coaching software.
Teams that keep Attention for capture can still put an expert on the deals that stall. To hear what that sounds like on a stalled deal of yours, talk to us.
FAQ
What does Attention do? Attention is a revenue platform that records meetings without a bot, scores calls against frameworks like MEDDIC or BANT, forecasts deal health from buyer signals and runs AI agents that draft follow-ups, update the CRM and prepare proposals for a rep to approve. It also offers an MCP server so tools like Claude can query call and deal data.
Is Attention a sales coaching tool? Attention includes coaching scorecards: every call is graded against a framework and the rep gets feedback minutes after it ends. Its home page leads with AI agents that work the pipeline, so coaching is one part of a wider revenue platform. The pages read do not describe a spoken coaching session on a live deal.
What is the difference between Attention and Replicate Labs? Attention automates the next action on a deal, such as the follow-up or the CRM update. Replicate Labs coaches the rep through the deal on a call, in the team's own method, and gives managers a read across the team. Both score calls and read deals from what buyers said.
Can Replicate Labs work alongside Attention? Replicate Labs can work alongside Attention: teams can keep Attention for capture, CRM updates and forecasting, and use Replicate Labs for the coaching conversation on each deal. The rep brings the deal to an AI sales expert, and if a supported recorder such as Gong, Fathom or Fireflies is connected, the rep can point the coach at a specific call.
How much does Attention cost? Attention does not publish pricing. Its pricing URL returned a "Page Not Found" page on 31 October 2026, and the site's Get Started button leads to a booking page. Replicate Labs sells the platform on seats with implementation, quoted per team.