All Case Studies
Case Study - Market Research

Research that moves at the speed of your decisions.

Market research has always been a tradeoff: do it right, or do it fast. Studies take weeks. Analysis takes longer. By the time insights land, the decision has already been made without them. RapidAsk changes that.

CustomerMulti-Strategy Hedge Fund

The problem

A multi-strategy hedge fund had AI running every part of their research workflow - except primary research. Gathering bespoke intelligence from industry experts still meant weeks of manual survey building, panel coordination, and spreadsheet analysis. It was the last bottleneck.

The result

With RapidAsk, the same study that took 120+ analyst hours now takes under 20. Surveys go live in hours, not weeks. Respondents complete at higher rates. And insights arrive while they still matter - structured, synthesized, and ready for the investment committee.


Evolution

Three eras of market research

Each generation solved part of the problem. Only an AI-native platform solves the whole thing.

Traditional

Weeks of work before a single insight

Drafting happens in shared docs. Building the survey requires a specialist. Recruiting respondents means coordinating with a panel vendor over email. By the time you have data, the window for the decision has often closed.

120 – 200 hrs

per study

Draft the research brief

Researchers write the brief in a shared doc - objectives, target audience, key questions. Stakeholders pile on comments. Versions multiply.

Build the survey by hand

A specialist programs every question, skip pattern, and quota into the survey platform. Branching logic errors are common and expensive to fix.

Recruit respondents

The survey link goes to a panel provider. Back-and-forth emails to get the right audience - the right industries, seniority levels, geographies.

Long, generic surveys

Respondents see 30+ questions in a one-size-fits-all format. The experts you most want to hear from drop off halfway. Completion rates suffer.

Manual analysis

Export to Excel. Cross-tabulate by hand. Read hundreds of open-ended responses manually. Copy key findings into slides for the decision-maker.

40 – 60 hrs on survey writing aloneError-prone handoffsWeeks to fieldLow completion rates30 – 50 hrs on analysis
AI-Assisted

Faster at the edges, stuck in the middle

AI made it faster to write the first draft and summarize open-ended responses. But the slow, manual work in between - building the survey, managing panels, cleaning data - barely changed.

80 – 140 hrs

per study

AI-generated first draft

Paste in a research brief, get a survey draft in minutes instead of days. A real improvement - drafting dropped from 40+ hours to under 10.

AI-powered

Still built by hand

The survey still needs to be manually programmed into the platform. Skip logic, quotas, screening questions - all done step by step, same as before.

Still manual

Same panel process

Same email chains with the panel vendor. Same back-and-forth to define the audience. No way to launch faster or adjust targeting on the fly.

Still manual

Same respondent experience

Surveys still look and feel generic. No personalization, no adaptive paths. The people whose opinions matter most still drop off.

Still manual

AI helps with summaries

You can upload data to ChatGPT or Claude for faster open-end coding. But you're still exporting spreadsheets and wrangling data before the AI can help.

Partially improved
Drafting drops to ~10 hrsAI summarization helpsBut survey building still takes 30 – 50 hrsPanel process unchangedData still trapped in spreadsheets
AI-Native

Days, not weeks. Start to finish.

With RapidAsk, AI handles the entire workflow - from designing the survey to recruiting respondents to synthesizing results. Your team focuses on the research questions and the decisions, not the logistics.

8 – 20 hrs

per study

Design in conversation

Describe your research goals and an AI collaborator builds the survey with you in real time. See a live preview, iterate instantly, get a polished instrument in minutes.

Automated

Publish instantly

One click to go live. Need different versions for different audiences - say, buyers vs. non-buyers, or industry A vs. industry B? Launch them all from one project.

Automated

Respondents arrive automatically

RapidAsk connects directly with the panel providers you already use - Dynata, Cint, Lucid, PureSpectrum. The right respondents are routed to the right survey. No email chains.

Automated

An experience people finish

Short, adaptive surveys that skip irrelevant questions. Branded and professional. Experts feel their time is respected - so completion rates go up.

Automated

Insights ready when you are

Open-ended responses are categorized automatically. Quantitative and qualitative data are woven into a brief your team can act on - no spreadsheets, no slides.

Automated
End-to-end in daysYour team focuses on decisionsStructured insights from day one

Panel integration

Your panel provider, already connected.

Keep the panel relationships you've already built. RapidAsk works with the same providers and the same contracts - you just get better surveys and faster results.

01

Works with the panels you already use

Dynata, Cint, Lucid, PureSpectrum - RapidAsk connects with all of them. No new vendor relationships to establish.

02

No contracts to renegotiate

Keep your existing panel agreement exactly as it is. RapidAsk plugs into the same workflow your panel provider already supports - it's a URL change, not a vendor change.

03

Respondents flow in, insights flow out

Panel respondents are routed directly into your survey and credited automatically when they finish. You see completed responses - not logistics.

How it works

Step 1

Panel sends respondents

Your panel provider matches qualified respondents to your study criteria and routes them directly to your RapidAsk survey - just like they would with any other survey tool.

Step 2

A better survey experience

Respondents see a short, adaptive, beautifully branded survey. Irrelevant questions are skipped automatically. The experience respects their time - so more people finish.

Branded experience
Adaptive flow
Higher completion

Step 3

Insights, not spreadsheets

Responses are structured and analyzed automatically. No data exports, no manual coding. Your team gets synthesized insights and can drill into any response.

Works withDynataCintLucidPureSpectrum

Impact

What your team gets back

Hours your team used to spend on logistics - now available for the work that actually matters: asking better questions and making better decisions.

Traditional120 – 200 hrs
AI-Assisted80 – 140 hrs
AI-Native with RapidAsk8 – 20 hrs
30–40%

less effort with AI-assisted drafting and summarization

but the middle steps - building, fielding, cleaning - stay manual

85–95%

less effort with RapidAsk - end to end

your team focuses on research questions and decisions


Side by side

What actually changed

Survey design

TraditionalShared docs + meetings
AI-AssistedAI-generated first draft
AI-NativeAI co-design with live preview

Survey building

TraditionalManual programming
AI-AssistedStill manual programming
AI-NativeInstant publish

Finding respondents

TraditionalEmail the panel vendor
AI-AssistedSame email chains
AI-NativeAutomatic panel routing

Respondent experience

TraditionalLong, generic, high drop-off
AI-AssistedStill generic
AI-NativeShort, adaptive, branded

Branding & trust

TraditionalPlatform-branded
AI-AssistedPlatform-branded
AI-NativeYour brand, your identity

Analysis

TraditionalExcel cross-tabs
AI-AssistedExcel + AI chat
AI-NativeBuilt-in AI analysis

Total effort

Traditional120 – 200 hrs
AI-Assisted80 – 140 hrs
AI-Native8 – 20 hrs

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