Prompt Details
Model
(claude-5-opus)
Token size
2,178
Example input
[PRODUCT_CONTEXT]: B2B project management SaaS currently only available in English, considering localization for the German-speaking market
[TARGET_MARKET_EVIDENCE]: GDPR data residency is a commonly cited requirement among prospects we've spoken to; 2 direct competitors (Awork, Meistertask) are already established with German-language products; enterprise buyers have asked about EU-hosted options
[CONSTRAINTS]: Budget of $150K allocated for localization and market entry, 6-month timeline before the next fiscal-year planning cycle
[EXISTING_MARKET_BENCHMARK]: In the US market, the product converts trial-to-paid at 18% with a 90-day retention rate of 72%
Example output
# Market Entry Feasibility Assessment
## Project Management SaaS — German-Speaking Market (DACH)
---
### CARD 1 — EXECUTIVE SUMMARY
There is a real, buyer-originated demand signal (enterprise prospects directly asking about EU-hosted options) and a known, budgetable localization requirement (German-language product, since both named competitors already ship one). Against that: two entrenched local competitors are already established, and the recurring GDPR/data-residency concern raised by prospects has not been confirmed as an actual hard requirement — it remains a pattern of prospect commentary, not a documented rule.
**Single most decision-sensitive missing fact:** whether EU/German data residency is a confirmed, non-negotiable requirement for closing enterprise deals, or a softer preference. The answer determines whether a large share of the $150K budget needs to go toward hosting infrastructure rather than localization and go-to-market.
---
### CARD 2 — FEASIBILITY FACTOR TABLE
| Factor | Evidence | Status | Feasibility Impact |
|---|---|---|---|
| Demand Signal | Enterprise buyers have directly asked about EU-hosted options; GDPR data residency is commonly raised by prospects in conversations | DOCUMENTED (qualitative) | Positive directional signal — real buyer interest exists, but no lead volume, deal count, or market-size figures were supplied, so demand strength can't be sized |
| Regulatory Barrier | GDPR data residency is "commonly cited" by prospects; no specific statute, contract clause, or confirmed hosting mandate was quoted | INFERRED (per Rule 7 — general awareness of a category, not a cited requirement) | Potentially significant — a confirmed hard mandate would add real infrastructure cost/time; a soft preference would not. This is the largest single swing factor |
| Competitive Landscape | Two named, established competitors (Awork, Meistertask) already offer German-language products | DOCUMENTED (for these two); broader market structure UNKNOWN | Negative — entry must differentiate against entrenched, language-matched incumbents. Per Rule 8, this reads as a landscape anchored by identified incumbents, not a fragmented many-small-player market |
| Localization Complexity | Both named competitors ship German-language products, implying it's a baseline market expectation. No evidence on currency, legal/invoicing terms, imagery, or support-hour expectations | DOCUMENTED (language) / UNKNOWN (everything else) | Language localization is table stakes, not a differentiator. Remaining scope is unsized and could materially affect the $150K budget |
| Distribution Channel Access | None provided | UNKNOWN | Unscoped customer-acquisition risk — acquisition cost and timeline can't be estimated without a channel plan |
---
### CARD 3 — FEASIBILITY DIAGNOSTIC
*Score reflects each factor's directional favorability for entry (HIGH = favorable, MODERATE = mixed, LOW = unfavorable, UNKNOWN = insufficient evidence), independent of the DOCUMENTED/INFERRED/UNKNOWN evidence-status tag.*
| Factor | Score | Status | Rationale |
|---|---|---|---|
| Demand Signal | MODERATE | DOCUMENTED | Buyer-originated EU-hosting inquiries are real evidence of interest, but unquantified — no pipeline, deal count, or deal-size data was given, keeping this at MODERATE rather than HIGH |
| Regulatory Barrier | LOW | INFERRED | Recurring prospect/buyer commentary on GDPR/EU hosting is a real pattern, but stops short of a documented rule per Rule 7. Scored LOW as a risk-adjusted read of that pattern — not as confirmation of an actual mandate — and must be validated before locking infrastructure scope |
| Competitive Landscape | LOW | DOCUMENTED (for named competitors) | Two entrenched, language-matched incumbents are already documented; regardless of the rest of the market, entry must contend with at least these two specifically |
| Localization Complexity | MODERATE | DOCUMENTED (language) / UNKNOWN (rest) | Language localization is a known, budgetable cost. Currency, legal/invoicing terms, and support-hour coverage remain unscoped, which caps this at MODERATE rather than a confident HIGH or LOW |
| Distribution Channel Access | UNKNOWN | UNKNOWN | No channel evidence supplied — cannot be scored beyond UNKNOWN |
| Cross-Market Transferability Index (OPERATIONAL EXTENSION — NOT A GUARANTEED PREDICTION) | LOW | INFERRED | The US benchmark (18% trial-to-paid, 72% 90-day retention) comes with no description of its underlying success driver (self-serve, sales-assisted, or channel-driven), so it can't be mapped driver-by-driver onto Germany per Section 6. The two markets also diverge on at least three named dimensions — language, competitive context, and hosting expectations — with zero documented dimensions of similarity. Per Rule 4, HIGH requires similarity across two or more dimensions; none are documented, so this scores LOW |
**Core Feasibility Reading:** A confirmed, buyer-driven demand signal exists alongside two entrenched local competitors and an unconfirmed-but-recurring regulatory concern. The US success benchmark offers limited transferability since its success driver isn't described and the two markets diverge on language, competition, and hosting expectations. The opportunity is plausible but conditional on resolving the regulatory question and scoping distribution before committing the full budget.
---
### CARD 4 — LOCALIZATION SCOPE ESTIMATE
- **Language:** Full German-language UI, in-app copy, help docs, and marketing site — DOCUMENTED necessity (both named competitors already offer this).
- **Currency & billing:** EUR pricing/invoicing is likely expected for a credible German B2B offering — not addressed in the evidence; treat as an INFERRED scope item pending confirmation.
- **Legal/contractual terms:** GDPR-aligned DPA, ToS, privacy policy, and VAT-compliant invoicing are typical for EU B2B SaaS but weren't confirmed in the evidence — INFERRED scope item.
- **Data hosting/infrastructure:** EU-region hosting has been raised by buyers/prospects but isn't confirmed as a hard requirement. This is the largest potential cost swing and should be scoped only after Card 7's top missing fact is resolved.
- **Support coverage:** German-language and/or CET-business-hours support — no evidence either way; UNKNOWN.
- **Imagery/marketing localization:** No evidence given; UNKNOWN whether current positioning or imagery needs adaptation beyond copy translation.
---
### CARD 5 — EXISTING-MARKET COMPARISON NOTE
The US benchmark (18% trial-to-paid conversion, 72% 90-day retention) is used here strictly as a transferability comparison, not a prediction of German-market performance. The evidence doesn't describe what drove that conversion/retention performance — self-serve funnel, sales-assisted motion, or channel/partnership arrangement — so it can't be broken down by success driver as Section 6 recommends.
What can be compared: unlike the benchmark market, the German market requires full-language localization, faces two named entrenched local competitors, and carries a recurring (if unconfirmed) data-residency expectation the benchmark market apparently didn't need to satisfy. These are documented points of *difference*, not similarity — which is why Card 3 scores the Cross-Market Transferability Index LOW rather than MODERATE or HIGH.
---
### CARD 6 — GO-TO-MARKET SEQUENCING OPTIONS
**Option A — Validate-Then-Build (recommended sequencing)**
Spend the first 4–6 weeks confirming whether EU data residency is a hard requirement (legal/compliance review, direct follow-up with the enterprise buyers who raised it), while German-language localization — the one scope item that's DOCUMENTED as necessary regardless of the answer — runs in parallel. Commit to hosting infrastructure spend only once the regulatory question is resolved.
*Trade-off:* Delays a firm go/no-go on infrastructure by roughly a month, but avoids committing a large share of the $150K to hosting based on an INFERRED, not confirmed, requirement.
**Option B — Full Localization + EU Hosting Commit**
Commit upfront to complete German localization and EU-hosted infrastructure, positioning directly against Awork and Meistertask on feature and compliance parity.
*Trade-off:* Directly addresses the documented enterprise demand signal and avoids looking under-equipped next to entrenched local competitors, but risks over-building against a still-unconfirmed requirement, and consumes a large share of the $150K and 6-month runway on infrastructure alone.
**Option C — Soft Launch Without EU Hosting**
Ship German-language localization only, target smaller/mid-market teams less likely to require EU hosting, and treat the enterprise segment as a later-phase expansion.
*Trade-off:* Cheapest, fastest path within budget/timeline, but cedes the enterprise segment — the one with a documented demand signal — to Awork/Meistertask, and doesn't address the recurring GDPR concern at all.
---
### CARD 7 — MISSING FACTS THAT WOULD CHANGE THE VERDICT
1. Whether EU/German data residency is a confirmed hard requirement (contractual, legal, or de facto) for closing enterprise deals, versus a soft preference — the single most decision-sensitive fact, since it determines how much of the $150K needs to go to hosting infrastructure.
2. What specifically drove the US market's 18% conversion / 72% retention (product-led, sales-assisted, or channel-driven) — without this, the Cross-Market Transferability Index can't move past LOW.
3. Size of the addressable German-speaking market (realistic target-account count, average deal size) — no figure was supplied, and none has been assumed.
4. The broader competitive landscape beyond Awork and Meistertask (market share, pricing, whether the wider market is fragmented) per Rule 8.
5. Available distribution/channel options in the German-speaking market (resellers, partners, existing sales/support capacity).
6. Specific localization requirements beyond language: currency/billing, legal/invoicing terms, support-hour coverage, imagery.
---
### CARD 8 — RISK REGISTER
| Risk | Likelihood (per evidence) | Impact | Mitigation |
|---|---|---|---|
| Data residency turns out to be a hard, non-negotiable requirement | Moderate — raised repeatedly by prospects/enterprise buyers, but unconfirmed | High — could consume a large share of the $150K and compress the 6-month timeline | Confirm via legal/compliance review and direct buyer conversations before committing infrastructure spend (Option A) |
| Entrenched local competitors (Awork, Meistertask) block differentiation or slow acquisition | Documented — both are named and already established with German-language products | Moderate–High — could extend sales cycles and CAC | Focused competitive positioning research; consider a narrower ICP or angle not covered by the two named incumbents |
| Budget/timeline insufficient if both full localization and EU hosting are needed | Moderate — contingent on the unresolved regulatory question | High — could force a scope cut or slip past the fiscal-year planning cycle | Phase spend per Option A; hold a contingency reserve until the hosting question is resolved |
| No identified distribution/channel path drives high customer-acquisition cost | Unknown — no channel evidence supplied | Moderate | Scope local channel/partnership options during the validation phase, before committing marketing spend |
| US benchmark performance doesn't transfer, producing weaker-than-expected conversion/retention | Uncertain — Transferability Index scored LOW | Moderate–High — affects the ROI case for the spend | Set independent, market-specific KPI targets rather than assuming benchmark parity; consider a small pilot cohort before full-scale spend |
---
### CARD 9 — METHOD NOTE
This assessment is a decision-support aid, not a substitute for primary market research. It applies the five-factor Market Entry Framework (Demand Signal, Regulatory Barrier, Competitive Landscape, Localization Complexity, Distribution Channel Access) plus the Cross-Market Transferability Index (OPERATIONAL EXTENSION — NOT A GUARANTEED PREDICTION) as an operational, not predictive, extension. The US benchmark (18% trial-to-paid, 72% 90-day retention) was used only to frame a transferability comparison — never as a direct prediction of German-market performance — and its usefulness here was limited because the evidence didn't describe the success driver behind those numbers. Before committing the $150K budget, primary research should confirm every factor currently marked UNKNOWN or INFERRED above — most urgently, the actual status of the EU data-residency requirement.
---
**VERDICT: FEASIBLE WITH CONDITIONS — a documented enterprise demand signal and a known, budgetable localization path (language) support entry, but the verdict is conditioned on confirming whether EU data residency is a hard requirement before committing infrastructure spend, and on scoping a distribution channel and competitive differentiation plan against the two named, entrenched incumbents.**
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CLAUDE-5-OPUS
🌍 Describe your product and whatever you know about a target market (competitors, regulation, demand signals) to get a 9-card expansion feasibility read across demand, regulatory barriers, competition, localization complexity, and distribution access. Optionally compares against an already-successful market — but strictly as a transferability check per success driver, never a direct prediction. Never invents a market-size figure. Built for teams about to commit real budget to expansion. 🧭
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