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Inspect the Opportunity Lab prototype.

This archived interface shows how permissioned experiment evidence might eventually be compared. It is not a live market, demand database, or offer.

Illustrative records
12
Sample categories
10
Sample geographies
21
Paused prototypePrototype market data. All figures, rankings, and outcomes are illustrative and do not represent a live demand experiment. No opportunity below is being presented as a live or purchasable validation result. Access tests are paused.
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Illustrative evidence board

Every record is a labeled prototype. Scores, funnels, prices, and momentum are fictional interface data—not evidence Demand First claims to have collected.

12 of 12 sample opportunities

Sample software opportunities sorted by score
OpportunityIllustrative scoreSample 7d signalPrimary marketSample priceSample intentBuild / competitionSample status
ConstructionAutomated Invoice Dispute AgentFinds invoice exceptions, assembles evidence, and drafts disputes for German construction firms before cash gets trapped.
94/100
Exceptional demand
+18.4%upGermany71% concentrated€59–€89/mo8411 sample purchase intentMEDIUMlow competitionCLAIMABLEday 19
Finance operationsGST Reconciliation WorkbenchReconciles invoices, purchase registers, and tax portal records for Indian accounting teams before monthly filing deadlines.
93/100
Exceptional demand
+21.1%upIndia100% concentrated₹7,999–₹19,999/mo14631 sample purchase intentHIGHmoderate competitionEXCLUSIVEday 23
ComplianceCompliance Evidence AgentContinuously assembles audit evidence from the tools European startups already use, without turning every control into a ticket.
92/100
Exceptional demand
+14.7%upEuropean Union39% concentrated€149–€249/mo9717 sample purchase intentHIGHhigh competitionAUCTIONday 16
Public sectorEU Tender Response CopilotMaps public tender requirements to existing company evidence and exposes unanswered risks before a bid is submitted.
91/100
Exceptional demand
+12.8%upEuropean Union43% concentrated€199–€399/mo7614 sample purchase intentHIGHmoderate competitionVALIDATEDday 27
LogisticsLogistics Cash ReconciliationReconciles driver collections, transfers, fuel advances, and proof of delivery for Nigerian last-mile operators.
90/100
Exceptional demand
+24.9%upNigeria76% concentrated₦45,000–₦90,000/mo13323 sample purchase intentMEDIUMlow competitionCLAIMABLEday 14
CommerceShopify Margin Anomaly MonitorFlags discount, fulfilment, return, and ad-spend changes that quietly turn best-selling products unprofitable.
89/100
Strong demand
+9.6%upUnited States61% concentrated$79–$149/mo10318 sample purchase intentMEDIUMhigh competitionCLAIMEDday 31
LogisticsFreight Demurrage Dispute WorkbenchBuilds evidence-backed demurrage disputes from shipment events, contracts, and port records for freight forwarders.
88/100
Strong demand
+16.2%upSingapore52% concentrated$249–$499/mo8915 sample purchase intentHIGHlow competitionEXCLUSIVEday 21
HealthcareDental Insurance Rejection AssistantTurns rejected dental claims into evidence-backed resubmissions and shows front-desk teams what is still missing.
87/100
Strong demand
+3.2%steadyUnited States88% concentrated$189–$349/mo9116 sample purchase intentHIGHmoderate competitionVALIDATEDday 34
PropertyProperty Maintenance TriageConverts tenant reports into diagnosed, prioritised work orders with the evidence UK property managers need to dispatch once.
84/100
Strong demand
+7.4%upUnited Kingdom83% concentrated£99–£179/mo679 sample purchase intentMEDIUMmoderate competitionTESTINGday 29
HealthcareClinic No-show RecoveryPredicts high-risk appointments and recovers empty slots through consent-aware outreach for Brazilian outpatient clinics.
81/100
Promising demand
+11.3%upBrazil100% concentratedR$249–R$599/mo588 sample purchase intentMEDIUMmoderate competitionTESTINGday 18
Professional servicesTrade Quote Conversion DeskTurns site notes and supplier prices into fast, consistent quotes for Australian electrical and plumbing contractors.
78/100
Promising demand
+2.6%steadyAustralia74% concentrated$129–$249/mo494 sample purchase intentMEDIUMhigh competitionTESTINGday 22
AgricultureAgri-input Inventory NetworkHelps independent Kenyan agrodealers locate stock, pool replenishment orders, and avoid losing farmers to unavailable inputs.
76/100
Early signal
-4.1%downKenya68% concentratedKES 3,500–KES 7,500/mo445 sample purchase intentMEDIUMlow competitionTESTINGday 12
  1. ConstructionCLAIMABLE

    Automated Invoice Dispute Agent

    Finds invoice exceptions, assembles evidence, and drafts disputes for German construction firms before cash gets trapped.

    94/100
    Market
    Germany
    7d signal
    +18.4%
    High intent
    84
    Tested price
    €59–€89/mo
    medium build · low competitionInspect signal ↗
  2. Finance operationsEXCLUSIVE

    GST Reconciliation Workbench

    Reconciles invoices, purchase registers, and tax portal records for Indian accounting teams before monthly filing deadlines.

    93/100
    Market
    India
    7d signal
    +21.1%
    High intent
    146
    Tested price
    ₹7,999–₹19,999/mo
    high build · moderate competitionInspect signal ↗
  3. ComplianceAUCTION

    Compliance Evidence Agent

    Continuously assembles audit evidence from the tools European startups already use, without turning every control into a ticket.

    92/100
    Market
    European Union
    7d signal
    +14.7%
    High intent
    97
    Tested price
    €149–€249/mo
    high build · high competitionInspect signal ↗
  4. Public sectorVALIDATED

    EU Tender Response Copilot

    Maps public tender requirements to existing company evidence and exposes unanswered risks before a bid is submitted.

    91/100
    Market
    European Union
    7d signal
    +12.8%
    High intent
    76
    Tested price
    €199–€399/mo
    high build · moderate competitionInspect signal ↗
  5. LogisticsCLAIMABLE

    Logistics Cash Reconciliation

    Reconciles driver collections, transfers, fuel advances, and proof of delivery for Nigerian last-mile operators.

    90/100
    Market
    Nigeria
    7d signal
    +24.9%
    High intent
    133
    Tested price
    ₦45,000–₦90,000/mo
    medium build · low competitionInspect signal ↗
  6. CommerceCLAIMED

    Shopify Margin Anomaly Monitor

    Flags discount, fulfilment, return, and ad-spend changes that quietly turn best-selling products unprofitable.

    89/100
    Market
    United States
    7d signal
    +9.6%
    High intent
    103
    Tested price
    $79–$149/mo
    medium build · high competitionInspect signal ↗
  7. LogisticsEXCLUSIVE

    Freight Demurrage Dispute Workbench

    Builds evidence-backed demurrage disputes from shipment events, contracts, and port records for freight forwarders.

    88/100
    Market
    Singapore
    7d signal
    +16.2%
    High intent
    89
    Tested price
    $249–$499/mo
    high build · low competitionInspect signal ↗
  8. HealthcareVALIDATED

    Dental Insurance Rejection Assistant

    Turns rejected dental claims into evidence-backed resubmissions and shows front-desk teams what is still missing.

    87/100
    Market
    United States
    7d signal
    +3.2%
    High intent
    91
    Tested price
    $189–$349/mo
    high build · moderate competitionInspect signal ↗
  9. PropertyTESTING

    Property Maintenance Triage

    Converts tenant reports into diagnosed, prioritised work orders with the evidence UK property managers need to dispatch once.

    84/100
    Market
    United Kingdom
    7d signal
    +7.4%
    High intent
    67
    Tested price
    £99–£179/mo
    medium build · moderate competitionInspect signal ↗
  10. HealthcareTESTING

    Clinic No-show Recovery

    Predicts high-risk appointments and recovers empty slots through consent-aware outreach for Brazilian outpatient clinics.

    81/100
    Market
    Brazil
    7d signal
    +11.3%
    High intent
    58
    Tested price
    R$249–R$599/mo
    medium build · moderate competitionInspect signal ↗
  11. Professional servicesTESTING

    Trade Quote Conversion Desk

    Turns site notes and supplier prices into fast, consistent quotes for Australian electrical and plumbing contractors.

    78/100
    Market
    Australia
    7d signal
    +2.6%
    High intent
    49
    Tested price
    $129–$249/mo
    medium build · high competitionInspect signal ↗
  12. AgricultureTESTING

    Agri-input Inventory Network

    Helps independent Kenyan agrodealers locate stock, pool replenishment orders, and avoid losing farmers to unavailable inputs.

    76/100
    Market
    Kenya
    7d signal
    -4.1%
    High intent
    44
    Tested price
    KES 3,500–KES 7,500/mo
    medium build · low competitionInspect signal ↗