The independent review of every GTM tool.
No vendor money. No sponsors. The same rubric for every tool. A new teardown every other Wednesday.
Free. Read me skeptically. That is the point. Unsubscribe anytime.
One rubric. Every tool. Nobody pays to be here.
GTM Tool Time reviews the entire go-to-market stack, from AI SDRs and CRMs to intent data and enrichment, and grades every tool against the same public rubric. No tool pays to be here. No sponsors, no ads, no affiliate links. I orchestrate these tools for a living. I sell none of them. Read me skeptically. That is the point.
No vendor money
No sponsors, no ads, no affiliate links, no pay to play. Nothing changes a verdict.
The same rubric, every time
Every tool is scored against one public 100-point rubric. Winners and losers both get named.
I sell none of them
I orchestrate this stack for a living and stay tool-agnostic. Independence is the whole product.
Five pillars. One 100-point score.
Every teardown runs the same five-pillar rubric, so a score in one issue means the same thing in the next. The weights are published because a rubric you cannot see is not a rubric. No moving goalposts.
AI-native vs. bolted-on
Is the AI doing something real, or is it a party trick stapled to old software?
Integration depth
Does it drop cleanly into the stack you already run, or is it an island?
Consolidation value
Does it replace tools you are paying for, or just add another line item?
Time-to-value
How fast to a result worth having? Days, or a quarter of onboarding?
Trust & governance
Data handling, controls, and honesty about what the tool actually does.
Pillar wording is retuned per category so the questions fit the tools being scored. A framework-based read of each tool's positioning and archetype, not lab benchmarks. A map, not gospel.
Recent issues.
Revenue forecasting AI, reviewed: which tools actually call the quarter?
Read the teardown →Four in five sales and finance leaders have missed a quarterly forecast. Fourteen tools promise to fix that. Scored on one honest question: does it beat a good spreadsheet and an honest pipeline review, or just make the same guess look more expensive?
Issue #005Deal desk AI, reviewed.
A quote sent inside 24 hours wins about 37% more often than the same deal quoted three days later. Fifteen tools scored on whether they produce something a human would actually send.
Read the teardown → Issue #004Meeting intelligence, reviewed.
Sixteen tools sit on your calls promising perfect notes. Eighty-four percent of people change what they say the moment they spot a bot. Scored on whether it makes the next call better.
Read the teardown → Issue #003AI search visibility, reviewed.
Fourteen tools promise to make your brand show up when a buyer asks ChatGPT. Which ones earn citations, and which just tell you that you are invisible.
Read the teardown →Get the next teardown.
A new category, scored against the same rubric, every other Wednesday. Free.
No vendor money. No sponsors. Unsubscribe anytime.