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Company / Research & intelligenceField notes 01

Aberdeen and the business of being believed

A technology seller can buy attention. Credibility takes more work. Aberdeen Strategy & Research has built a business in the awkward, useful space between evidence and persuasion.

The back office is a difficult place to stage a revolution. There are forms to process, claims to settle and customers waiting for an answer from someone they will never meet. A software company selling into that world faces a peculiar problem: even a sensible proposition needs somebody else to explain why it matters.

For Verint, that somebody was Aberdeen Strategy & Research. The relationship offers a window into an unusually practical corner of the information business. Aberdeen studies how organizations work. Technology sellers pay for research and material that helps them speak to buyers. Between those two activities lies the thing every sales presentation would like to possess: a reason to be believed.

The useful bits / in 30 seconds
  • The work: business technology surveys, performance benchmarks and custom research.
  • The paying audience: B2B technology marketers seeking evidence and useful content.
  • The distinction: comparing organizational outcomes, then making the findings usable in a buying conversation.
  • The lesson: start with the buyer’s unanswered question. Count business results after you count leads.

01 / The unglamorous question that sold

Verint commissioned its first Aberdeen Knowledge Brief in 2017. Its problem was finding research authority on the connection between back-office operations and customer experience. The collaboration expanded contact-center and CX surveys to ask about back-office work, then produced reports, webinars and event appearances.

According to Aberdeen’s published case study, one report generated more than 400 leads during a demand-generation campaign. That is a reported campaign result, not evidence of 400 customers or a controlled test of Aberdeen’s effect. The useful detail is the sequence: identify a gap, investigate it, then give the findings several ways to travel.

“It’s a matter of trust”

Mary Lou Joseph / Verint content marketing
An illustrative photograph of colleagues discussing charts around a table
The meeting before the meeting. Illustrative photography from Aberdeen’s Verint case study - a fitting setting for the business of making a claim withstand questions. The people shown are not identified as Aberdeen staff.

There is a lesson here for a marketer with a perfectly respectable product and an unpersuaded audience. A better adjective will probably accomplish less than a better question. Ask where customers lack evidence. A research brief about an overlooked operational problem has somewhere to go; another declaration of excellence has to fight for elbow room.

02 / A league table for behavior

Aberdeen’s signature device is its maturity framework. Research participants are grouped by selected performance measures into Best-in-Class, Industry Average and Laggard cohorts. A commonly used split is the top 20%, middle 50% and bottom 30%. The inquiry then looks at differences in how those groups operate.

Its PACE framework asks about Pressures, Actions, Capabilities and Enablers. What is pushing an organization to change? What does it do? What can it do consistently? Which technologies or practices support the work? This gives an analyst more to investigate than whether an executive likes a particular piece of software.

How Aberdeen sorts the field
20%Best-in-ClassTop performance cohort
50%Industry AverageMiddle performance cohort
30%LaggardBottom performance cohort
PPressuresAActionsCCapabilitiesEEnablers
Different habits, different results. A schematic of the published maturity framework. The percentages describe cohort sizes, not market shares or Aberdeen customer outcomes.

That comparison is useful, provided the reader keeps their spectacles on. A higher-performing cohort using a technology does not establish that the technology caused the higher performance. Better management, a larger budget or a different starting point might matter too. The intelligent use of a benchmark is to find a practice worth testing against your circumstances, rather than treating a correlation as a shopping instruction.

03 / Evidence has a distribution problem

Research can fail commercially while being perfectly interesting. Someone has to encounter it, understand it and find it relevant to a decision. Aberdeen’s current services address that journey through market-facing assets and custom studies. Its menu includes message testing, brand positioning, product concept testing, feature prioritization and audience profiling.

The outputs range from gated reports to eBooks, infographics, checklists and analyst speaking engagements. Private briefings and access to existing research sit alongside commissioned work. A technology buyer wants help making a decision; the marketer wants a useful encounter with that buyer. Both needs can be served by the same finding, if the finding earns its place.

This puts Aberdeen between research advisory and content marketing. Gartner and Forrester offer alternative routes to business technology intelligence. Aberdeen’s particular pitch combines survey-based performance comparisons with material built for marketing use. The appropriate choice depends on the task: comparing suppliers, understanding customer behavior and creating an evidence-led campaign are different briefs.

The business model follows the work: commercial research engagements and marketing assets, rather than a simple consumer subscription. A sensible purchasing brief should specify the audience, questions, deliverables, permitted uses and distribution plan. Otherwise a team may receive an elegant PDF while still being unclear about the conversation it intended to start.

04 / The long route from research to intent

Founded in 1988, Aberdeen has spent decades near the point where technology information acquires commercial value. Harte Hanks bought it in 2006. In 2015, Halyard affiliates bought Aberdeen and Harte Hanks Market Intelligence together. Harte Hanks’ filing put the combined sale at approximately $9 million. That figure belongs to the two-business transaction, not a standalone valuation of Aberdeen.

2006Harte Hanks buys Aberdeen
2015Research and technology data join under Halyard
2018Aberdeen acquires The Big Willow
2020Spiceworks Ziff Davis acquires Aberdeen

A 2016 Bombora partnership added company-level intent signals to Aberdeen’s technology data and content. The underlying ambition was timing: understand which companies were showing interest in a topic, then approach them with something relevant. In December 2018, Aberdeen acquired The Big Willow, extending that ambition toward particular company locations and contact roles.

The acquisition announcement described cost-per-lead programs, data delivery and connections to existing sales systems. Those are historical offerings. Today’s public research catalog emphasizes analyst expertise, surveys and research assets. Collapsing the two eras into a single software product would miss how the business has changed.

Aberdeen joined Spiceworks Ziff Davis in 2020. My reading of that history is that distribution has repeatedly mattered alongside insight. A research firm can know something useful; a marketing organization can help that knowledge reach a person with a budget. Combining the two creates opportunity, and makes the credibility of the research central to the bargain.

05 / The question before the AI budget

That approach remains visible in current research. A survey conducted in July 2025 asked 325 CX and front-office leaders about AI. In the resulting analysis, 23% cited insufficient understanding of how to use AI in their activities as the leading adoption obstacle. Investment resources followed at 20%; job-replacement concerns and internal know-how each registered 19%.

AI adoption obstacles / respondents, n=325
Understanding use cases
23%
Investment resources
20%
Job-replacement concerns
19%
Internal know-how
19%
A purchase order cannot explain a use case. Selected barriers reported in Aberdeen’s AI performance-gap analysis, based on its July 2025 survey. Bars use a common scale.

The practical inference is to make the application legible before asking people to embrace it. A vendor explaining a specific workflow may be answering a more immediate question than one announcing another capability. The survey gives the marketer a subject, and the buyer a way to name the obstacle.

06 / Take the question home

What can another business copy? Begin with a decision your audience actually faces. Define the outcome that matters, find a credible comparison group and ask about practices as well as preferences. Build the research brief before the campaign headline. Give the answer a format that matches how the audience works.

This approach needs enough relevant respondents and a willingness to hear an inconvenient answer. It loses value when the sample poorly represents the buyer, the question predetermines the conclusion or the finding has no connection to the product’s actual usefulness. A paid report cannot repair that last problem, however handsome its typography.

After publication, follow the chain from attention to qualified conversation to commercial outcome. The Verint lead count is a place to begin asking, not a place to stop thinking. Aberdeen’s appeal rests on that same discipline: make a claim inspectable. In a technology market crowded with promises, a question that survives scrutiny is a surprisingly useful thing to sell.