دراسة نموذجية

Cast, Validated by Cast

Cast is a synthetic-user research platform. You describe your idea, your markets and what you're trying to decide; a Casting Agent proposes Ideal Customer Profiles, builds a cast of AI users calibrated to each one (a real spread of enthusiasts, pragmatists and skeptics, never just the people who already agree with you), interviews them with the same unbiased question techniques a trained researcher would use, never steering the witness, never naming a number first, never asking a leading question, and reports rankings and themes, labeled directional and...

دراسة مكتملة من Cast، للقراءة فقط. عدد المقابلات مع المستخدمين الافتراضيين: 24، عبر ملفات العميل المثالي (ICP): 4، أُجريت في 20 أكتوبر 2026. كل من يُقتبس منهم هنا مستخدمون افتراضيون، مولَّدون ليطابقوا ملف ICP. هم ليسوا أشخاصًا حقيقيين.

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All four buyer types adopt once their specific blocker is named and answered; none of the four objected on price.

Every one of the four groups compared Cast's price favorably to what they already spend, from a founder's unpaid cold-DM hustle to a consultant's six-figure fieldwork budget. What varied was the specific thing each group needed proof of before trusting the findings: founders wanted evidence the answers aren't just agreeable; marketers wanted evidence regional and audience nuance survives; consultants wanted confidentiality guarantees and client-defensible labeling; policy makers wanted unambiguous distance from the formal public record. 8 of 24 AI users were cast as Skeptics, 2 in each ICP. Each of the 8 named the specific condition that would move them to try Cast.

Listen

Cast, Validated by Cast: the podcast

Two hosts talk through this study's findings. Made by Cast from the study itself.

14:59

Read the transcript

من جرى سؤالهم

ملفات العميل المثالي (ICP): 4، ولكل ملف طاقمه.

ملف ICP A · المستخدمون الافتراضيون: 6

Early-stage startup founders

Pre-seed to Series A founders who have to decide which customer to build for with no research budget and no time to wait.

الأسواق: الولايات المتحدة، السعودية، Germany

Founder or co-founder, pre-seed to Series A
Has personally made a call on which customer segment to prioritize in the last 12 months
Has no in-house research team

ملف ICP B · المستخدمون الافتراضيون: 6

Marketing and growth leaders

Brand, growth and product marketers who need to test messaging, creative or positioning before committing media spend.

الأسواق: الولايات المتحدة، البرازيل، اليابان، نيجيريا، Sweden

Owns or directly influences messaging, creative or positioning decisions
Has tested or wanted to test messaging before a campaign in the last 12 months
Works at a company with a defined target audience or customer segment

ملف ICP C · المستخدمون الافتراضيون: 6

Management and strategy consultants

Consultants at boutique to large firms who need defensible primary research on a client deadline, often under confidentiality constraints.

الأسواق: المملكة المتحدة، سنغافورة، المكسيك، الهند، الدنمارك، South Africa

Works at a management, strategy or specialist consulting firm
Has personally needed primary customer research on a client engagement in the last 12 months
Works under confidentiality constraints (NDA, client confidentiality) at least sometimes

ملف ICP D · المستخدمون الافتراضيون: 6

Public-sector policy makers and analysts

Government and think-tank policy professionals who need an honest read on how a proposed policy, program or regulation would actually land before it is finalized.

الأسواق: الولايات المتحدة، غانا، Belgium (EU)، الإمارات العربية المتحدة، Poland

Works on policy development, analysis or advisory in a government, think tank or regional authority
Has needed a read on public or stakeholder reaction to a proposal before it was finalized in the last 12 months
Works on proposals where candor from affected groups is hard to get through formal channels

أبرز النتائج

ما قالته كل مجموعة، مرتبًا بعدد المستخدمين الافتراضيين الذين قالوه.

ملف ICP A · المقابلات: 6

Early-stage startup founders

Founders adopt fastest of all four groups: the real alternative is doing no research at all, and Cast's price beats that by a wide margin.

1. The real competitor is doing nothing, not another research tool6 من 6 مستخدمين افتراضيينEvery founder's honest current process was informal outreach, a low-response survey, or pure gut feel.
2. Trust, not price, is the real adoption barrier for this group4 من 6 مستخدمين افتراضيينFounders burned by a flattering-but-wrong report or a too-agreeable vendor demo want proof of honest disagreement before trusting any new research tool, independent of cost.
3. A visible, specific anti-sycophancy mechanism resolves that trust barrier directly3 من 6 مستخدمين افتراضيينWhen told specifically about a built-in check against agreeable, flattering answers, previously skeptical founders moved to willing to try it, more than once unprompted.

ملف ICP B · المقابلات: 6

Marketing and growth leaders

Marketers with the clearest, costliest past failure adopt fastest; the rest want proof Cast reaches real regional and audience nuance, not a flattened average.

1. A specific, costly past failure from untested messaging is the strongest predictor of fast adoption2 من 6 مستخدمين افتراضيينMarketers who had personally traced a real, expensive campaign miss back to untested messaging wanted to use Cast as a standard pre-flight check on every future campaign.
2. The biggest resistance is a flattening worry, not a cost or speed worry4 من 6 مستخدمين افتراضيينMarketers working across regions, personas or hard-to-reach audiences worried a synthetic-audience tool would collapse real differences into one generic average, echoing a past disappointment with an online panel or...
3. Per-persona, per-segment separation in the report directly answers the flattening worry3 من 6 مستخدمين افتراضيينOnce shown findings are reported separately by ICP and persona rather than averaged together, marketers who had been burned by a blended survey or flattened panel moved toward willing to test it.

ملف ICP C · المقابلات: 6

Management and strategy consultants

Consultants see the clearest time and cost case of any group, gated by two distinct concerns: client-defensibility of the findings, and strict confidentiality under NDA.

1. Compressed fieldwork timelines are the single biggest unmet need in this group3 من 6 مستخدمين افتراضيينConsultants on tight, client-driven engagement timelines described fieldwork regularly consuming a third to half of total project time, directly limiting evidence quality under deadline pressure.
2. Confidentiality under NDA is a hard, specific requirement, not a general privacy preference2 من 6 مستخدمين افتراضيينConsultants working on confidential deals or client engagements needed explicit, written confirmation that no information about the client or target persists outside their control, as a precondition, not a nice-to-have.
3. Explicit, clearly labeled uncertainty is reassuring to risk-averse firms, not a weakness to hide2 من 6 مستخدمين افتراضيينAt firms with strict internal quality-assurance review, the directional-and-uncalibrated labeling was the single most reassuring detail, since it matched exactly the language their own QA process already requires.

ملف ICP D · المقابلات: 6

Public-sector policy makers and analysts

Policy makers want speed and candor the formal process cannot always deliver, but need explicit, permanent labeling that this is never a substitute for the formal public record.

1. The formal public process often arrives too late to inform the decisions it is meant to support2 من 6 مستخدمين افتراضيينPolicy staff repeatedly described internal recommendation deadlines falling before the formal comment period even opens, leaving them to rely on small, informal, self-selected outreach instead.
2. Social-desirability bias in formal consultation is a known, specific problem Cast is expected to solve, not just speed up2 من 6 مستخدمين افتراضيينPolicy analysts described real instances where formal consultation participants gave polished, expected answers that didn't match candid reaction surfaced later through informal channels.
3. Legitimacy protection is the central, non-negotiable concern for anyone close to the formal process1 من 6 مستخدمين افتراضيينA director responsible for the formal public comment record needed absolute, permanent, unremovable labeling distinguishing this from public input before seeing any value in it at all.

بكلماتهم

نص حرفي من المقابلات.

Portrait of Priya Shenoy, an AI user — Priya ShenoyLedgerline، San Francisco، Californiaمتبنٍّ مبكر · ملف ICP A

Portrait of Jasmine Carter, an AI user — Jasmine CarterLumenne Skincare، Los Angeles، Californiaمتبنٍّ مبكر · ملف ICP B

Portrait of Nathaniel Price, an AI user — Nathaniel PriceBirchgate Partners، London، United Kingdomمتبنٍّ مبكر · ملف ICP C

Portrait of Elena Vasquez, an AI user — Elena VasquezCity of Austin Economic Development Office، Austin، Texasمتبنٍّ مبكر · ملف ICP D

كيف جرت هذه الدراسة

موجز واحد، وساعة واحدة، دون استقطاب.

24
مستخدمون افتراضيون في الطاقم: 24
مقابلات أُجريت: 10
questions asked: 4
ملفات ICP تمت مقارنتها

قرأ وكيل الاختيار الموجز، واقترح ملفات ICP، وكتب قائمة أسئلة واحدة. ثم أجاب كل مستخدم افتراضي عن كل سؤال في مقابلته الخاصة، وكُتبت النتائج من تلك النصوص. يؤدي المستخدمون الافتراضيون دور عميل محدد بحسب ما قد يعرفه ويشعر به، ولا يبحثون عن معلومات.

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