Conversation Intelligence

1,800 searches a month, and HubSpot, Microsoft, and IBM all show up to answer it — yet almost none of that content treats a call transcript as attribution data. We do.

July 13, 2026 · 6 min read · David George
What we solve

How many of your recorded sales calls have ever been read for attribution signal?

90

conversions a month you’re likely flying blind on — and optimizing against.

The emergence The commercial pull Who’s competing for attention Growth or decline How PPC Snobs executes here The emergence The commercial pull Who’s competing for attention Growth or decline How PPC Snobs executes here
Quick answer

Conversation intelligence is software that records, transcribes, and analyzes sales and support calls for coachable moments and deal signals. Almost every vendor sells it as a sales-coaching tool. Almost none of them sell it as what it also is: attribution data most agencies throw away.

TL;DR
  • Conversation intelligence records and analyzes calls for coaching and deal signals — most vendors stop there.
  • Real demand: 1,800 US searches/mo, down from an early 2,853 peak but stable near 1,500 since.
  • Low-moderate difficulty (KD 16), though page one carries real enterprise authority (HubSpot, Microsoft, IBM — avg DR 88).
  • Cheap click ($0.50) for a term this enterprise-heavy — an underpriced angle for an attribution-first take.
  • Our edge: we treat call transcripts as attribution data — mining them for the marketing signal every sales-coaching tool discards.

HubSpot, Microsoft, and IBM all have a page for “conversation intelligence.” Not one of them tells you the call transcript is also marketing attribution data.

The emergence

Demand cooled significantly from an early peak — 2,853 US searches in July 2025 down to roughly 1,500 by mid-2026 — before stabilizing. This is the shape of a term that had an early hype spike (likely an enterprise product cycle) and settled into steadier, more durable interest since.

1,800
US searches / mo
3,500
global searches / mo
2,853 → 1,540
Jul 2025 vs. Jul 2026
Source: Ahrefs, US, Jul 2026

The commercial pull

A $0.50 CPC on a term this enterprise-heavy is a mispricing worth noticing — the incumbents ranking here (HubSpot, Microsoft, IBM) are not underdogs, yet the click itself is cheap, leaving room for a differentiated angle rather than a bigger ad budget.

Who’s competing for attention

This is enterprise territory — HubSpot (DR 93), Microsoft Learn (DR 96), and IBM (DR 92) hold the top three positions, with Avoma (DR 71) the only smaller, category-specific vendor to break into the real top five. Every one of them frames the category as sales enablement, not marketing measurement.

Who owns page one for “conversation intelligence” (Domain Rating)
HubSpot93
Microsoft Learn96
IBM92
Avoma71
Source: Ahrefs SERP overview, US, Jul 2026

Growth or decline

Down from an early spike but genuinely stable since — the sharp drop from 2,853 reads like a one-time surge (a launch or news cycle) rather than an ongoing decline; the last seven months have held in a tight 1,480–1,891 band.

Call transcript: coaching data vs. attribution data
Sold as coachingRead as attribution
CapturesRep performance, objectionsWhich campaign the lead can trace to
Reviewed bySales managersSales managers and marketing
FeedsA coaching scorecardA revenue attribution report
Typical fateFiled and forgottenMined for signal

How PPC Snobs executes here

We treat every recorded call as attribution data first — reading transcripts for the source a prospect mentions, the campaign that actually drove the call, and the objection that either closed or killed the deal — feeding all of it back into the client’s reporting instead of leaving it inside a coaching tool nobody in marketing ever opens.

A sales manager listens to a call for coaching. We listen to the same call for the campaign it proves worked.
DG
Article by

David George

David leads the build side of PPC Snobs, shipping custom Claude MCP connectors on Firebase and Cloud Run — including the QuickBooks integration that reconciles ad spend to revenue in the client’s own ledger.

FAQ

Questions, answered.

Software that records, transcribes, and analyzes sales or support calls to surface coaching opportunities and deal signals.

From the author

Why this matters.

David George on the thinking behind it.

DG
David George
Chief Technology Officer

If your tracking lies, every decision after it is wrong — confidently, expensively, every single day.

DG
David George
Chief Technology Officer · PPC Snobs

Reported ROAS is a comfort blanket. Profit-on-ad-spend, reconciled to your CRM, is the only number I’ll let a client scale against.

DG
David George
Chief Technology Officer · PPC Snobs

Attribution isn’t a dashboard. It’s the foundation the algorithm bids on. Get it honest first and everything downstream gets easier.

DG
David George
Chief Technology Officer · PPC Snobs
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