What happened in sales and AI this week: November 2 to 6, 2026, 92% say AI delivered and only 27% can measure it

This week in sales and AI: in a Sprinklr and Metric Sherpa study, 92% say AI delivered and only 27% can measure the result. Also, what a good cold email reply rate is, what counts as a qualified meeting and the two apps we built at MAMBO. With source, date and what to do about each topic.

The most important news of the week of November 2 to 6, 2026: in a Sprinklr and Metric Sherpa study, 92% of people already using AI with their customers said it met or exceeded expectations, but only 27% say they can measure the result precisely. The difference is made before you start: 29% set a baseline and 17% have a named person in charge of the outcome. If you are about to add AI to your sales team, write down your numbers first and put a name next to them.

How this roundup was put together: It brings together the topics MAMBO published on its social channels this week and the two articles from Tuesday, November 3. Every figure has its source and date; sources were checked on November 6, 2026.

Say AI delivered, 92%: Among 536 people with AI in regular use: it met or exceeded expectations (Sprinklr and Metric Sherpa, 10/28/2026).
Say they can measure it, 27%: They can quantify a result precisely, from records or reports.
Set a baseline, 29%: They record where the number stood before adding AI.
Have an owner, 17%: Their organization assigns a named person to the business outcome of AI.

AI delivered, but few can measure it (Nov 4)

On October 28, Sprinklr published "Show Your Work", a study produced with Metric Sherpa. From September 8 to 23 they surveyed 807 people in marketing, service and customer experience in the United States, and the main analyses use the 536 whose organizations already have AI in regular use. The numbers above come from there. Two caveats: the answers are self-reported and were not independently audited, and Sprinklr sells software in this category. Sales teams were not surveyed either, but the lesson carries over.
Sprinklr and Metric Sherpa: Show Your Work report (accessed 11/06/2026)
Sprinklr press release on the study (10/28/2026)

What to do: if you are adding AI to your sales team this month, write down two numbers today: meetings per month and how long it takes to answer an inquiry. And put a name next to them. Without a baseline, any improvement stays a feeling.
AI implementation for companies
Guide to implementing AI in your company

What a good cold email reply rate is (Nov 3)

Between 3% and 5%: Instantly puts the average at 3.43% and Hunter at 4.5%. In our campaigns, the same email got 3.2% replies with a specific observation about the company and 1.1% without it. What to do: divide replies by delivered emails and, if you get less than 3%, look at the list and the first line first. The detail and sources are in the article.
What is a good B2B cold email reply rate?

What counts as a qualified meeting (Nov 3)

A meeting counts if it meets four conditions at once: the person decides or influences the purchase, the company fits your profile, a real need came up in the conversation, and they agreed knowing what it was about. If one is missing, it is just a chat. What to do: look at your last 10 meetings and mark how many met them.
What a qualified B2B meeting is
B2B prospecting with MAMBO

We built two apps of our own with AI (Nov 5)

A voice dictation app costs US$ 15 a month and a video recording app US$ 18, according to canivibecodeit.com: each person saves US$ 396 a year. Mamborito turns a text, typed or dictated, into an expert prompt with role, context, task and format, and it also dictates into any app. Rec records your screen for training sessions, with your camera if you want, copies the link, cuts the silences and adds text, charts, images and music.
Can I Vibecode It: prices by app (accessed 11/06/2026)

What to do: list the apps you pay for per person and multiply each one by twelve months and by your team. With that list, look each one up in the directory and pick where to start.
Which marketing apps you can build with AI

SDR Training: the November group (Nov 2)

We published the last call for the group starting Tuesday, November 3 at 7 pm Argentina time: 4 live sessions of 90 minutes, with real cases and no prior experience needed. An SDR is the person who writes to companies and gets them sales meetings. What to do: if the role interests you, look at the program and leave your pre-registration.
SDR Training

What I would do on Monday

Write down meetings per month and response time, with a name next to them.
Calculate your reply rate over delivered emails.
Check your last 10 meetings against the four conditions.

Frequently asked questions

How many companies can measure the result of their AI?

Few, according to "Show Your Work" by Sprinklr and Metric Sherpa (10/28/2026): 92% of those with AI in regular use said it met or exceeded expectations, and only 27% say they can quantify a result precisely. The data is self-reported and from the United States.

What is a baseline in an AI project?

It means writing down where the number stands before you start, such as meetings per month or response time, and defining the improvement you expect. With that record, the later comparison is real. In the study, 29% do it.

If you want to add AI to your sales team and be able to show what changed, let's talk with your numbers on the table.
AI implementation for companies