Demo: fictional airlines, illustrative data.Back to the site

How it works

Same survey, two matched groups. The difference is the lift.

Agents do the work, researchers sign it off, and the Evidence File proves it.

01

Verified audience

Screened for the target and checked for fraud.

02

Exposed and control

People who saw the campaign, and matched people who didn't.

03

Same short survey

Awareness, recall, favourability, consideration, intent.

04

Lift

Exposed minus control, in points, with a 95% range.

Study designs

Three designs, picked by the question.

DesignExposed groupControl groupBest for
Creative Test
Target audience, randomly shown the ad inside the survey
Same pool, randomly shown a different ad or none
Pre-launch creative decisions
Campaign Uplift
People who saw the campaign in market, confirmed by recognition, a decoy ad and media data
Matched people from the same window who didn't see it, or a pre-campaign wave
Proving a campaign worked
Brand Tracker
Monthly waves of the target audience
Pre-campaign baseline and competitor brands
Brand health between campaigns

Sample size

Smallest lift we can reliably detect.

95% confidence, 80% power, 30% baseline response.

  • 150 per cell
    14.8 pts
  • 200 per cell
    12.8 pts
  • 300 per cell
    10.5 pts
  • 400 per cell
    9.1 pts

300 per cell is our standard. Most real campaign effects are 3 to 10 points, which is why 200 per cell so often ends in “not significant”.

Respondent journey

One journey, whichever channel someone arrives from.

Every step writes to the Evidence File: who was invited, through which channel, who was excluded and why.

  1. 01

    Invite

    Meta, QR, publisher, panel, WhatsApp or email

  2. 02

    Screen

    Qualifies people and sets the quota cell

  3. 03

    Consent

    Purpose, privacy notice, opt-in to re-contact

  4. 04

    Survey

    Short and mobile-first, web or WhatsApp Flow

  5. 05

    Check

    Fraud, attention, exposure and decoy checks

  6. 06

    Reward

    Cash or neutral voucher, then the panel

The agent roster

Ten agents carry a study from brief to Evidence File.

Agents draft, recruit, check and write. Deterministic code does the statistics. Real people give every answer.

  1. 01IntakeTurns a booking into a study spec
  2. 02IntelligenceBuilds the context brief
  3. 03QuestionnaireBuilds surveys from templates
  4. 04ChannelsRuns recruitment on every channel
  5. 05VerificationScreens fraud, bots, false claims
  6. 06FieldworkRuns invites, quotas and rewards
  7. 07AnalysisRuns the locked stats plan in code
  8. 08ReportingWrites up from computed tables
  9. 09EvidenceAssembles the Evidence File
  10. 10NormsBuilds benchmarks from every study

Run as a managed service by our delivery partner, Agentic MSP: change control, monitoring, a researcher desk on every gate, incident response, UK GDPR controls and agreed service levels.

Human gates

Agents move a study forward. People sign the gates.

  1. Gate 1Researcher approves spec and survey
  2. Gate 2Analysis plan locked and hashed
  3. Gate 3Researcher signs the report

Draft → Approved → Fielding → Closed → Analysed → Signed off → Released. Every transition is logged with who, what and when. No study reaches Released without all three gates signed.

Trust and compliance

Six rules keep it independent and lawful.

Real people only

Reported results come from verified humans. Synthetic answers only pre-test wording, and are labelled.

Research, not marketing

No sales message in any invite or survey. The ICO treats marketing dressed as research as direct marketing.

Opt-in first

WhatsApp needs opt-in before any business message. Privacy notices name every channel we use.

Clean incentives

Cash or neutral vouchers only. MRS rules bar a client's own goods or services as incentives.

Locked analysis

Method, KPI and sub-groups fixed before fieldwork. Nobody edits results, and flat results are reported.

UK GDPR by design

Consent, data minimisation, retention limits and processor agreements across every channel.