AI workspace for market research teams.Deliver More Client Research.
Docsbench AI agents work through your study data and past research, run comparisons, and build the reports, presentations, and workbooks your clients need.
Bring study data, transcripts, client briefs, code frames, and previous reports into one persistent knowledge base. Docsbench’s agents can search and use that material throughout the assignment, so earlier findings and methods remain available for the next analysis or client question.
Classification
Code Responses.
Apply your code frame to open-ended survey responses, interview extracts, and customer feedback. Use overlapping codes where needed, retain the original record references, and review confidence levels to focus attention on uncertain assignments. Reduce manual coding and carry the reviewed results into the analysis.
“Too expensive for what you get, and too often.”R-00458
PriceFlexibility
0.88
“Couldn’t change the delivery day.”R-00531
FlexibilityDelivery issues
0.71
“Got bored of the menu.”R-00550
Recipe variety
0.90
“Meh.”R-00476
Other
0.58
Coded with
Code Frame 2025.xlsx
2,400 responses
Analysis
Let AI Connect the Dots.
Compare responses across segments, questions, and supplied tracking waves. Bring survey findings together with interviews, customer data, and earlier studies to examine where the evidence agrees, where it differs, and what supports the recommendation. Keep calculations and source references available for your review.
Growth Analysis.xlsx
Why they cancelled, by tenure
Months 1–3 · n = 1,536 Month 4+ · n = 864
Flexibility
48%29%
Price
24%32%
Recipe variety
14%25%
Cooking time
16%13%
Flexibility drives early cancellations. 48% of leavers in months 1–3 cite it; the 2025 study had 29% overall.
“I just didn’t want it every week.” Interview 07
Interview 07.docx
2025 Subscriber Study.pdf
Revision
Turn Around Client Revisions.
Another audience cut. A changed assumption. A different recommendation. Tell Docsbench what needs to change and which deliverables to update. It revises the existing analysis, charts, and narrative, reducing the work each revision round takes before the next client readout.
Price changed: £45 → £503 files updated
Growth Analysis.xlsx · Sizing
Price per box£45£50
Annual revenue£20.7m£19.6m
Gross profit£6.9m£7.8m
Retention and Growth Report.docx
At £45£50 a box, the one-off range earns £6.9m£7.8m in gross profit a year, though revenue dips to £19.6m.
Northvale Strategy Deck.pptx · Slide 7
Launch a no-subscription box at £45£50
Updated
Produce Market Research Deliverables At Scale.
Give Docsbench the brief and required structure. Its agents build the report, analysis workbook, and presentation around the findings, with the evidence and calculations ready to inspect.
NNorthvale KitchenRetention and Growth
They like the food. Not the commitment.
41% now cancel over flexibility, up from 29%.2 We recommend a box without the subscription.5
Flexibility41%Price27%Recipe variety18%
Figure 1. Top reasons for cancelling, 2026 vs 2025. Source: Growth Analysis.xlsx
Word.docx
Research Reports.
Findings, supporting evidence, limitations, and recommendations in a complete client report.
Northvale · The finding
A box without the subscription.
Growth opportunity
NNorthvale Kitchen
The demand is already there.
9.8kQ118.6kQ231kQ3
+22%
a year for non-subscription kits
Source: Website Analytics Q3.xlsx; UK Meal Kit Market 2026.pdf
PowerPoint.pptx
Client Presentations.
A clear sequence from the research question to the findings, trade-offs, and proposed next steps.
C13fx=C11*C7
B
C
D
5
Target households
3,200,000
Buyer Groups.pdf
6
Adoption
1.0%
UK Meal Kit Market 2026.pdf
7
Price per box
£45
Scenario input
8
Price response
0%
UK Meal Kit Market 2026.pdf
9
Buyers
32,000
=C5*C6*(1+C8)
10
Boxes / buyer / month
1.2
Interviews
11
Boxes per year
460,800
=C9*C10*12
12
Cost per box
£30
Client Brief.pdf
13
Annual revenue
£20,736,000
=C11*C7
Coded ResponsesCode FrameSizingSources
Excel.xlsx
Analysis Workbooks.
Coded responses, segment comparisons, and models with working formulas and explicit assumptions.
Editable Word documents. Excel workbooks. PowerPoint presentations. Open the files, check the work, and keep refining.
Built for Every Research Practice.
From tracking waves and concept tests to interviews and market briefings, reduce the work of preparing each analysis, readout, and client follow-up. Explore the applications that fit your practice.
Explain What Changed Between Waves.
“Compare this wave with the last one for every brand and audience segment, and show the base behind each change.”
“Break down the campaign results by audience and channel from our measurement export, and flag where response dropped.”
“Build the tracking pack in last wave’s format, then add the 25–34 cut the client just asked for.”
Spend less time rebuilding recurring reports and more time explaining what the movements mean for the brand.
Show Where the Experience Needs Attention.
“Compare satisfaction and NPS across customer groups and service areas for the last four quarters.”
“Group the usability issues in these session notes by journey stage, with participant comments for each.”
“Build a readout on where the experience needs attention, then rerun it for first-time customers only.”
Reduce evidence assembly and reporting work so researchers can focus on priorities and recommendations.
Build the Case for the Next Product Decision.
“Compare reactions to the three concepts by audience, and summarize the reasons behind preferences and objections.”
“Analyze the purchaser feedback on product and packaging, and show where first-time and repeat buyers differ.”
“Draft the positioning recommendations, then redo the comparison with concept C off the shortlist.”
Free researcher time to weigh the trade-offs and advise on product, positioning, and launch decisions.
Build the Story From the Conversations.
“Code these interview transcripts with our frame and pull supporting excerpts for each theme, with references.”
“Compare how each participant group talks about switching, including views that challenge the main theme.”
“Check the evidence for a price-led reading instead, and update the report and deck if it holds.”
Spend less time assembling excerpts and more time interpreting what participants mean for the client’s question.
Turn Market Research Into the Next Client Briefing.
“Compare competitors’ offers by market segment, with the source evidence beside each assessment.”
“Refresh the quarterly market report with the new data export, and show what changed since the last edition.”
“Adapt the UK briefing for the German market, keeping the supporting evidence for each point.”
Reduce the work of refreshing and adapting research, leaving more time to develop the market perspective.
Keep Client Updates Moving as Fieldwork Changes.
“Compare the achieved sample with the agreed plan and highlight quota gaps by age and region.”
“Summarize the sample-source mix and compare delivery across the last three waves.”
“Build this week’s client progress summary and Excel tables, then update them from the new export.”
Spend less time assembling status reports and more time resolving fieldwork issues and client questions.
Keep Research Judgment in Your Hands.
Can we check the findings?
Inspect source references, coded records, and supporting calculations. Review quotations against the original material and direct corrections before delivery.
Can we work from existing study outputs?
Bring relevant data exports, prepared analyses, transcripts, client documents, and previous deliverables into the project. Include your code frames and methods so the agents can use them in the assignment.
Who directs the research?
You set the questions, methods, analysis requirements, and acceptance criteria. Docsbench’s agents execute the work under your direction, and your team reviews the interpretation and recommendations.
Make Room for the Next Assignment.
Reduce the hours spent coding, assembling evidence, preparing reports, and handling revisions. Give your team more time for interpretation, client advice, and the next research brief.