Insight selling: the research, the three levels and how to build an insight

This page is for account executives, SDRs and sales leaders whose buyers say "we're fine as we are", and for anyone deciding between insight selling, the Challenger Sale and solution selling. It covers where insight selling comes from and what the research does and doesn't show, RAIN Group's three levels, how to find and test an insight, a convincing story template, and a worked example built on real regulatory data.

What insight selling is and where it came from

In general use, insight selling means leading with ideas: telling buyers something about their business they didn't know, so they see a problem or opportunity differently. As a named method, it comes from Insight Selling: Surprising Research on What Sales Winners Do Differently by Mike Schultz and John E. Doerr of RAIN Group, a sales training firm, published by Wiley in 2014.

The book rests on RAIN Group's own buyer research. RAIN describes it as a study of "more than 700 business-to-business purchases" by buyers with a combined $3.1 billion in annual purchasing, comparing the seller who won each sale with the one who came second across 42 factors. RAIN's program overview reports that the number one factor separating winners from second-place finishers was "Seller educated me with new ideas or perspectives", and that winners did it three times more often.

Two cautions. This is vendor research: RAIN sells insight selling training, and it publishes the findings, not the dataset. And it is a buyer survey, so it measures what buyers remember about winners, which isn't the same as what caused the win. It's still one of the few studies to compare winners with runners-up rather than with losers in general, which is why it's worth knowing.

The three levels: connect, convince, collaborate

RAIN's model puts insight inside a larger frame. Its research summary describes three levels of what winners do:

The point of the levels is that insight alone doesn't win. A seller with a brilliant idea who hasn't connected (understood the need) or convinced (made the case for value and reduced risk) gets a polite "interesting" and no deal.

Two kinds of insight

RAIN's training separates insight that shapes a conversation already under way from insight that creates an opportunity the buyer wasn't pursuing. In practice:

Where good insights come from

The best insights combine something specific about the buyer with something they don't track:

• The buyer's own data. Purchase history, published reports, job postings, their website. Patterns they haven't noticed are the strongest insights, because they can't dismiss them as generic.
• Rules and public data. Regulations, enforcement data, government statistics. These are credible because they're not yours.
• Patterns across your customers. What you see across many similar accounts that one buyer can't see from inside one company. Share only what you're allowed to, and never another customer's details.
• Benchmarks. A buyer's number compared with a fair benchmark, with its source and limits.

The insight test

Before you use an insight, check it against five questions. If any answer is no, rework it.

Insight (one sentence):

1. NEW: Is this something the buyer probably doesn't know or hasn't connected? (yes / no)
2. TRUE AND SOURCED: Can I show where it comes from? Source and date:
3. SPECIFIC: Does it use something about this buyer, not just their industry? What:
4. ACTIONABLE: Is there something they could do about it this quarter? What:
5. CONNECTED: Does acting on it lead, fairly, to something we do? What:

Question I'll ask to open it (so they can correct me):

The convincing story

RAIN's framework for presenting an insight is a five-part "convincing story": change is undeniable; success versus failure; a tantalizing opportunity; a breakthrough that introduces new hope; and proof that it'll work. Its stated aim is that the buyer learns something, feels something and does something.

1. CHANGE IS UNDENIABLE: What has changed that the buyer can't ignore? (with a source)
2. SUCCESS VS FAILURE: What happens to companies that adapt, and to those that don't?
3. TANTALIZING OPPORTUNITY: What's possible for this buyer if they act?
4. BREAKTHROUGH: What new approach makes it achievable? (this is where your offer appears)
5. IT'LL WORK: What proof can you show? (a pilot, a reference, a calculation in their numbers)

Learn: what I want them to learn
Feel: what I want them to feel
Do: the one next step I'll ask for

Worked example: an insight built from lock counts and OSHA data

Illustrative example. Ridgeline Safety Supply, Halvorsen Molding, the people and the company figures are fictional, to show the method. The OSHA figures and rules are real.

The seller: Ridgeline Safety Supply (ridgelinesafety.example), a distributor of lockout/tagout devices, fall protection and personal protective equipment. The account: Halvorsen Molding (halvorsen.example), a plastics injection molding plant that added a third shift this year.

Finding the insight. Halvorsen had bought 24 personal padlocks from Ridgeline over three years. Its careers page and the maintenance manager's comments in a trade publication suggested about 38 maintenance technicians and setup staff authorized to lock out machines after the third shift was added. Fewer locks than authorized employees is a warning sign, because the federal lockout/tagout standard (29 CFR 1910.147) says lockout devices "shall indicate the identity of the employee applying the device(s)", and in group lockout "each authorized employee shall affix a personal lockout or tagout device" to the group device.

Why it matters now. OSHA's preliminary list for fiscal year 2026 puts lockout/tagout third among its most frequently cited standards. OSHA's maximum penalty after 15 January 2026 is $16,550 per serious violation and $165,514 per willful or repeated violation. Those are maximums, not typical fines, and the standard also requires an annual inspection of energy control procedures, where a gap like this should surface.

Running the insight test: new (the plant manager hadn't connected lock counts with the extra shift), sourced (the regulation and OSHA's own pages), specific (Halvorsen's purchase history and headcount), actionable (a lock audit this month) and connected (Ridgeline sells locks, group lockboxes and procedure support).

The opening, as a question:

"We noticed something in your order history we wanted to check with you. You've bought 24 personal locks since 2023, and we think you have around 38 people authorized to lock out since the third shift started. The standard requires each authorized person to apply their own identified lock, including on group lockouts. Are crews sharing locks on third shift, or have we got the headcount wrong?"

The plant manager checked. Third shift was using a box of shared, unlabeled locks.

Convince, in their numbers:

Against that: one serious violation can carry a maximum of $16,550, before the real cost of an injury.

Collaborate. The rep proposed a joint walk-through of the three busiest machine cells, with the maintenance manager, before any order. That turned a supplier pitch into shared work, and the walk-through found two machines with no written procedure.

How insight selling compares

A 2012 Harvard Business Review article by the Challenger authors, "The End of Solution Sales", argued that well-informed buyers often define their own solutions before talking to sellers, so sellers add most value by challenging how buyers see the problem. Insight selling and Challenger are both responses to that shift. See the sales methodologies comparison for where they sit among the others.

When it fits and when it doesn't

It fits when buyers are well informed and see vendors as interchangeable, when you sell into a market with rules, data or patterns your buyers don't track, and when you have customer data or field experience you can turn into ideas.

It's weaker when the buyer has an urgent, defined need and wants a quote, when you have no real expertise to draw on (made-up insights are worse than none), or when the seller can't connect the insight to anything they sell. In those cases, good discovery questions work better.

How to measure whether an insight works

Treat each insight as a test:

• Insight meeting rate = meetings booked / accounts that received the insight.
• Baseline meeting rate = meetings booked / accounts that received your standard outreach, over the same period.
• Lift = insight meeting rate / baseline meeting rate.

Illustrative numbers: 40 accounts get the lock-count insight and 7 book a walk-through (17.5%); 120 accounts get the standard catalog email and 6 book a meeting (5%). The lift is 3.5. With samples this small, run it again on a new batch before you trust it, and check that the meetings turn into opportunities.

Finding a specific insight for each account takes research, and at volume that's the slow part. Bebop researches each account and writes a playbook with what's happening at the company and the angle to open with, which gives you the raw material.

Common mistakes

• Product claims dressed as insight. "Companies that use our platform see 30% gains" is a claim, not an insight about the buyer.
• Generic industry trends. If it's in every analyst report, the buyer already knows it.
• No source. An unsourced statistic undermines the seller's credibility.
• Lecturing. Present the insight as a question the buyer can correct, then listen.
• Skipping connect and convince. An idea without understanding of the buyer or a value case stays an idea.

Next step: compare insight selling with its closest relative, the Challenger Sale, and its teach, tailor and take control model.