Koah Labs vs Vaudit (Formerly BlokID)
Reviewed by MarTechRadar Research Desk. Pricing & entity snapshots verified Oct 12, 2026.
Koah Labs (Web SaaS) and Vaudit (Formerly BlokID) (Web SaaS) both compete in Dynamic Creative Optimization / DCO. On pricing, Koah Labs lists Custom / enterprise pricing (no free plan disclosed), whereas Vaudit (Formerly BlokID) lists Custom / enterprise pricing (no free plan disclosed). Technically, Koah Labs is rated L3 · Conditional automation with a 3.7/5.0 (Proprietary moat) moat, while Vaudit (Formerly BlokID) is rated L3 · Conditional automation with a 3.7/5.0 (Proprietary moat) moat. Corporate profile: Koah Labs (founded 2024, HQ San Francisco, CA, $25.5M funding) vs. Vaudit (Formerly BlokID) (founded 2023, HQ San Diego Metropolitan Area, $8.6M funding). Both profiles are verified by the MarTechRadar Research Desk (Oct 12, 2026). At a 5-seat team baseline, Koah Labs starts at Custom quote vs Vaudit (Formerly BlokID) at Custom quote.
Koah Labs
AI-native advertising network and dynamic creative mediation layer delivering real-time intent matching inside conversational agents and generative.
5-User Team Cost: Custom quote (Custom / enterprise pricing) · Autonomy: L3 · Conditional automation · Moat: 3.7/5.0 (Proprietary moat)
Target fit: Performance Marketing Directors, Ad Agencies, Retail Media Advertisers (Web SaaS)
Vaudit (Formerly BlokID)
Agentic AI verification platform auditing programmatic ad spend and reconciling impression telemetry before vendor invoices are paid.
5-User Team Cost: Custom quote (Custom / enterprise pricing) · Autonomy: L3 · Conditional automation · Moat: 3.7/5.0 (Proprietary moat)
Target fit: Performance Marketing Directors, Ad Agencies, Retail Media Advertisers (Web SaaS)
How Koah Labs and Vaudit (Formerly BlokID) differ
- Vaudit (Formerly BlokID) was founded earlier (2023) than Koah Labs (2024).
- Headquarters: Koah Labs in San Francisco, CA, Vaudit (Formerly BlokID) in San Diego Metropolitan Area.
- Verified backing: Koah Labs records $25.5M (South Park Commons); Vaudit (Formerly BlokID) records $8.6M (Plug and Play, Mucker Capital, AppWorks, Kyber Knight Capital, AVV).
- Company headcount: Koah Labs is 2-10 employees; Vaudit (Formerly BlokID) is 11-50 employees.
- Ecosystem stack: Koah Labs connects with Twilio Segment; Vaudit (Formerly BlokID) connects with Salesforce, HubSpot, Shopify, Twilio Segment.
Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.
When to choose Koah Labs vs Vaudit (Formerly BlokID) (and when to walk away)
Choose Koah Labs if
- Target ICP & Stack Fit: You operate as Performance Marketing Directors, Ad Agencies and Retail Media Advertisers requiring a Web SaaS deployment for DCO, with verified ecosystem connectivity for Twilio Segment.
- L3 Architecture & Defensibility: Proprietary real-time intent extraction inside conversational LLM sessions coupled with dedicated mediation pipelines built explicitly for generative UI ad delivery.
- Commercial Model Fit: Your procurement budget aligns with Custom / enterprise pricing.
Walk away from Koah Labs if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Koah Labs requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate contextual hallucination and brand safety: Unpredictable conversational prompt divergence introduces potential misalignments between dynamically matched creative content and highly variable user dialogue contexts.
- Walk away if latency budget constraints is a deal-breaker for your team: Executing semantic intent parsing and programmatic bid mediation alongside streaming token generation risks response latency spikes across real-time agent workflows.
Choose Vaudit (Formerly BlokID) if
- Target ICP & Stack Fit: You operate as Performance Marketing Directors, Ad Agencies and Retail Media Advertisers requiring a Web SaaS deployment for DCO, with verified ecosystem connectivity for Salesforce, HubSpot, Shopify, Twilio Segment.
- L3 Architecture & Defensibility: Defensibility stems from deterministic ad exchange telemetry reconciliation coupled with automated financial invoice validation, creating pre-settlement friction against fraudulent vendor billing.
- Commercial Model Fit: Your procurement budget aligns with Custom / enterprise pricing.
Walk away from Vaudit (Formerly BlokID) if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Vaudit (Formerly BlokID) requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate telemetry access restrictions: Walled-garden platforms frequently restrict raw impression-level log exports, limiting reconciliation depth to aggregated reporting APIs rather than deterministic event logs.
- Walk away if invoice ingestion latency is a deal-breaker for your team: Unstandardized vendor billing formats and delayed invoice deliveries can stall automated matching cycles, forcing manual human-in-the-loop schema mapping.
Side-by-side facts
| Field | Koah Labs | Vaudit (Formerly BlokID) |
|---|---|---|
| Subtrack | Dynamic Creative Optimization / DCO | Dynamic Creative Optimization / DCO |
| Pricing | Custom / enterprise pricing | Custom / enterprise pricing |
| Pricing model | Enterprise / quote | Enterprise / quote |
| Published pricing tiers | Enterprise / Custom (Custom quote) | Enterprise / Custom (Custom quote) |
| Free access | No free plan disclosed | No free plan disclosed |
| Enterprise plan | Yes | Yes |
| AI autonomy level | L3 · Conditional automation | L3 · Conditional automation |
| Moat tier & score | 3.7 / 5.0 · Proprietary moat | 3.7 / 5.0 · Proprietary moat |
| Delivery | Web SaaS | Web SaaS |
| Audience | Performance Marketing Directors, Ad Agencies, Retail Media Advertisers | Performance Marketing Directors, Ad Agencies, Retail Media Advertisers |
| Ecosystem integrations | Twilio Segment | Salesforce, HubSpot, Shopify, Twilio Segment, Google Ads |
| Compliance & governance | — | SOC 2, GDPR, ISO 27001 |
| Funding & backing | $25.5M · Backed by South Park Commons | $8.6M · Backed by Plug and Play, Mucker Capital, AppWorks, Kyber Knight Capital, AVV |
| Founders | Herrick Fang, Mike Choi, Nick Baird | Michael Hahn, Mike Hahn |
| Company size | 2-10 employees | 11-50 employees |
| Founded | 2024 | 2023 |
| Headquarters | San Francisco, CA | San Diego Metropolitan Area |
| Fact-checked | MarTechRadar Research Desk, Oct 12, 2026 | MarTechRadar Research Desk, Oct 12, 2026 |
| Governance & docs | System Status ↗ · API & Docs ↗ · Changelog ↗ · Terms ↗ · Privacy ↗ | DPA ↗ · Privacy ↗ |
Koah Labs vs Vaudit (Formerly BlokID): TCO & constraint stress test
Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.
Koah Labs
High Deal-Risk · Constraint Mismatch- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Koah Labs does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
- Sales-Gated Contract Terms: Commercial pricing is available on request through tailored enterprise sales quotes based on organizational scale and seats.
- Primary Operational Bottleneck: Latency Budget Constraints: Executing semantic intent parsing and programmatic bid mediation alongside streaming token generation risks response latency spikes across real-time agent workflows.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Koah Labs requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Koah Labs order form before signing a 12-month enterprise commitment.
Vaudit (Formerly BlokID)
High Deal-Risk · Constraint Mismatch- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Vaudit (Formerly BlokID) does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
- Sales-Gated Contract Terms: Commercial access is available on request through tailored enterprise sales quotes based on organizational scale and seats. The model scales alongside monitored media volume and financial connector complexity, typically structured without publicly published rates.
- Primary Operational Bottleneck: Invoice Ingestion Latency: Unstandardized vendor billing formats and delayed invoice deliveries can stall automated matching cycles, forcing manual human-in-the-loop schema mapping.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Vaudit (Formerly BlokID) requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Vaudit (Formerly BlokID) order form before signing a 12-month enterprise commitment.
Limitations
Koah Labs
Operational considerations and platform boundaries include: Contextual Hallucination and Brand Safety: Unpredictable conversational prompt divergence introduces potential misalignments between dynamically matched creative content and highly variable user dialogue contexts.Full limitations in the Koah Labs review
Vaudit (Formerly BlokID)
Operational considerations and platform boundaries include: Telemetry Access Restrictions: Walled-garden platforms frequently restrict raw impression-level log exports, limiting reconciliation depth to aggregated reporting APIs rather than deterministic event logs.Full limitations in the Vaudit (Formerly BlokID) review
Official vendor architectural differentiators & migration proof
To help buyers evaluate real-world switching costs, verified founders, solutions architects, and PMMs at both Koah Labs and Vaudit (Formerly BlokID) can submit up to 3 evidence-backed architectural differentiators or verified customer migration case studies.
Why teams choose Koah Labs over Vaudit (Formerly BlokID)
Work at Koah Labs? Verify your official domain email to publish 3 technical differentiators, migration benchmarks, or a head-to-head buyer sandbox offer on this comparison page:
+ Submit Koah Labs Official Differentiators & Case Study →Why teams choose Vaudit (Formerly BlokID) over Koah Labs
Work at Vaudit (Formerly BlokID)? Verify your official domain email to publish 3 technical differentiators, migration benchmarks, or a head-to-head buyer sandbox offer on this comparison page:
+ Submit Vaudit (Formerly BlokID) Official Differentiators & Case Study →Pricing notes & tier schedules
Koah Labs: Custom / enterprise pricing
Commercial pricing is available on request through tailored enterprise sales quotes based on organizational scale and seats. The model typically pairs programmatic revenue-sharing arrangements across ad impressions served with customized developer access agreements for high-volume platform integrations.
- Enterprise / Custom (Custom quote, 15–50+ seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Credit & Usage Burn Multiplier: Workflows on Koah Labs consume metered credits or usage quotas; high-volume AI generation, batch queries, or recurring automation runs can exhaust base allocations and trigger mid-cycle top-up packs.
- Contextual Hallucination and Brand Safety: Unpredictable conversational prompt divergence introduces potential misalignments between dynamically matched creative content and highly variable user dialogue contexts.
Vaudit (Formerly BlokID): Custom / enterprise pricing
Commercial access is available on request through tailored enterprise sales quotes based on organizational scale and seats. The model scales alongside monitored media volume and financial connector complexity, typically structured without publicly published rates.
- Enterprise / Custom (Custom quote, 15–50+ seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Profile / Workspace Quota Ceilings: Base tiers cap the number of connected profiles, workspaces, or contact records, forcing tier upgrades before seat limits are reached.
- Telemetry Access Restrictions: Walled-garden platforms frequently restrict raw impression-level log exports, limiting reconciliation depth to aggregated reporting APIs rather than deterministic event logs.
Frequently asked questions: Koah Labs vs Vaudit (Formerly BlokID)
How does Koah Labs pricing compare to Vaudit (Formerly BlokID) in 2026?
Koah Labs is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed), whereas Vaudit (Formerly BlokID) is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed).
How do Koah Labs and Vaudit (Formerly BlokID) compare on AI autonomy and moat depth?
On the MarTechRadar L1–L5 scale, Koah Labs is rated L3 · Conditional automation with a Proprietary moat moat (3.7/5.0), while Vaudit (Formerly BlokID) is rated L3 · Conditional automation with a Proprietary moat moat (3.7/5.0).
Which teams are Koah Labs and Vaudit (Formerly BlokID) built for?
Koah Labs is a Web SaaS product in Dynamic Creative Optimization / DCO designed for Performance Marketing Directors, Ad Agencies, Retail Media Advertisers. Vaudit (Formerly BlokID) is a Web SaaS product in Dynamic Creative Optimization / DCO designed for Performance Marketing Directors, Ad Agencies, Retail Media Advertisers.
What are the main limitations of Koah Labs vs Vaudit (Formerly BlokID)?
For Koah Labs: Operational considerations and platform boundaries include: Contextual Hallucination and Brand Safety: Unpredictable conversational prompt divergence introduces potential misalignments between dynamically matched creative content and highly variable user dialogue contexts. For Vaudit (Formerly BlokID): Operational considerations and platform boundaries include: Telemetry Access Restrictions: Walled-garden platforms frequently restrict raw impression-level log exports, limiting reconciliation depth to aggregated reporting APIs rather than deterministic event logs.
What are the hidden TCO drivers and contract negotiation levers for Koah Labs vs Vaudit (Formerly BlokID)?
For Koah Labs: Credit & Usage Burn Multiplier (Workflows on Koah Labs consume metered credits or usage quotas; high-volume AI generation, batch queries, or recurring automation runs can exhaust base allocations and trigger mid-cycle top-up packs.) Negotiation lever: Demand a 30- to 60-day paid pilot opt-out clause in the Koah Labs order form before signing a 12-month enterprise commitment. For Vaudit (Formerly BlokID): Profile / Workspace Quota Ceilings (Base tiers cap the number of connected profiles, workspaces, or contact records, forcing tier upgrades before seat limits are reached.) Negotiation lever: Demand a 30- to 60-day paid pilot opt-out clause in the Vaudit (Formerly BlokID) order form before signing a 12-month enterprise commitment.
Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 12, 2026.