Apify vs Demand AI
Reviewed by MarTechRadar Research Desk. Pricing & entity snapshots verified Oct 23, 2026.
Apify (SaaS Platform) and Demand AI (Web SaaS) both compete in Lead Enrichment & Waterfall Orchestration. On pricing, Apify lists Free plan · $19–$999/mo · Enterprise plan (free plan), whereas Demand AI lists Custom / enterprise pricing (no free plan disclosed). Technically, Apify is rated L3 · Conditional automation with a 4.7/5.0 (Proprietary moat (category leader)) moat, while Demand AI is rated L3 · Conditional automation with a 3.3/5.0 (Workflow-embedded (strong)) moat. Corporate profile: Apify (founded 2016, HQ Prague, Hlavni mesto Praha, Czech Republic, $3.5M funding) vs. Demand AI (founded 2025, HQ Greenwood Village, Colorado, $6.5M funding). Verified by the MarTechRadar Research Desk (Oct 23, 2026 for Apify; Oct 11, 2026 for Demand AI). At a 5-seat team baseline, Apify starts at ~$199/mo (base) vs Demand AI at Custom quote.
Apify
Cloud web scraping and browser automation marketplace offering 2,000+ ready-to-run Actors and MCP servers for GTM lead extraction and AI agents.
5-User Team Cost: ~$199/mo (base) (Free plan · $19–$999/mo · Enterprise plan) · Autonomy: L3 · Conditional automation · Moat: 4.7/5.0 (Proprietary moat (category leader))
Target fit: B2B Marketing & GTM Teams (SaaS Platform)
Demand AI
AI-native go-to-market data engine that orchestrates multi-source B2B intent signals, automates waterfall enrichment, and synchronizes qualified account.
5-User Team Cost: Custom quote (Custom / enterprise pricing) · Autonomy: L3 · Conditional automation · Moat: 3.3/5.0 (Workflow-embedded (strong))
Target fit: B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps) (Web SaaS)
How Apify and Demand AI differ
- Pricing model: Apify is freemium, Demand AI is enterprise / quote.
- Apify publishes an entry price (Free plan · $19–$999/mo · Enterprise plan); Demand AI does not (Custom / enterprise pricing).
- Apify has a free plan; none is recorded for Demand AI.
- Moat tier: Apify is rated Proprietary moat (category leader), Demand AI Workflow-embedded (strong).
- Delivery: Apify is a SaaS Platform product; Demand AI is a Web SaaS product.
- Apify was founded earlier (2016) than Demand AI (2025).
- Headquarters: Apify in Prague, Hlavni mesto Praha, Czech Republic, Demand AI in Greenwood Village, Colorado.
- Verified backing: Apify records $3.5M (Y Combinator, J&T Ventures, Reflex Capital, INCOMMING ventures); Demand AI records $6.5M.
- Company headcount: Apify is 201-500 employees; Demand AI is 51-200 employees.
- Audience: Apify targets B2B Marketing & GTM Teams; Demand AI targets B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps).
- Ecosystem stack: Apify connects with Salesforce, HubSpot, Pipedrive, Slack; Demand AI connects with Salesforce, HubSpot, Apollo.io.
Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.
When to choose Apify vs Demand AI (and when to walk away)
Choose Apify if
- Target ICP & Stack Fit: You operate as B2B Marketing & GTM Teams requiring a SaaS Platform deployment for Sales Intelligence, with verified ecosystem connectivity for Salesforce, HubSpot, Pipedrive, Slack.
- L3 Architecture & Defensibility: Apify commands a deep developer and GTM data-extraction moat through its marketplace of thousands of community-maintained scraping Actors, managed anti-blocking proxy infrastructure, and native Model Context Protocol (MCP) server for AI agents.
- Commercial Model Fit: Your procurement budget aligns with Free plan · $19–$999/mo · Enterprise plan and want a self-serve free tier for zero-cost initial validation.
Walk away from Apify if
- Walk away if your workflow requires uncapped enterprise volume on the Free plan · $19–$999/mo · Enterprise plan entry plan without upgrading tiers.
- Walk away if your workflow cannot tolerate compute unit & residential proxy cost unpredictability: Because complex headless browser Actors and residential proxy traffic consume metered compute units and gigabytes ($8/GB to $19/month+ depending on tier), poorly optimized recursive crawls can exhaust monthly prepaid credits rapidly.
- Walk away if third-party actor maintenance dependency is a deal-breaker for your team: Many popular GTM and social scrapers in the Apify Store are built by independent community developers; when target websites alter their DOM structure or anti-bot defenses, workflows face temporary breakage bottlenecks until the maintainer patches the Actor.
Choose Demand AI if
- Target ICP & Stack Fit: You operate as B2B Sales Leaders, SDR/BDR Teams and Revenue Operations (RevOps) requiring a Web SaaS deployment for Sales Intelligence, with verified ecosystem connectivity for Salesforce, HubSpot, Apollo.io.
- L3 Architecture & Defensibility: Data normalization algorithms combined with intent telemetry aggregation and tailored waterfall orchestration that unify fragmented B2B signals into actionable lead scoring models.
- Commercial Model Fit: Your procurement budget aligns with Custom / enterprise pricing.
Walk away from Demand AI if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Demand AI requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate bulk waterfall latency: Calling multiple data providers in sequence adds wait time during large list imports before records reach the CRM.
- Walk away if custom CRM schema upkeep is a deal-breaker for your team: Syncing custom intent scores and enriched fields into complex Salesforce or HubSpot setups takes ongoing admin upkeep.
Side-by-side facts
| Field | Apify | Demand AI |
|---|---|---|
| Subtrack | Lead Enrichment & Waterfall Orchestration | Lead Enrichment & Waterfall Orchestration |
| Pricing | Free plan · $19–$999/mo · Enterprise plan | Custom / enterprise pricing |
| Pricing model | Freemium | Enterprise / quote |
| Published pricing tiers | Free / Sandbox ($0) · Starter ($19/mo) · Scale ($199/mo) · Business ($999/mo) | Enterprise / Custom (Custom quote) |
| Free access | Free plan | No free plan disclosed |
| Enterprise plan | Yes | Yes |
| AI autonomy level | L3 · Conditional automation | L3 · Conditional automation |
| Moat tier & score | 4.7 / 5.0 · Proprietary moat (category leader) | 3.3 / 5.0 · Workflow-embedded (strong) |
| Delivery | SaaS Platform | Web SaaS |
| Audience | B2B Marketing & GTM Teams | B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps) |
| Ecosystem integrations | Salesforce, HubSpot, Pipedrive, Slack, LinkedIn, Intercom | Salesforce, HubSpot, Apollo.io |
| Compliance & governance | SOC 2, GDPR, CCPA | — |
| Funding & backing | $3.5M · Backed by Y Combinator, J&T Ventures, Reflex Capital, INCOMMING ventures | $6.5M |
| Founders | Jakub Balada, Jan Čurn | Charlie Whife, John O'Malley, Michael Whife |
| Company size | 201-500 employees | 51-200 employees |
| Founded | 2016 | 2025 |
| Headquarters | Prague, Hlavni mesto Praha, Czech Republic | Greenwood Village, Colorado |
| Fact-checked | MarTechRadar Research Desk, Oct 23, 2026 | MarTechRadar Research Desk, Oct 11, 2026 |
| Governance & docs | — | Privacy ↗ |
Apify vs Demand AI: TCO & constraint stress test
Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.
Apify
Low Procurement Risk · Strong Fit- Published Self-Serve Entry Floor: Apify publishes a transparent entry point (Free plan · $19–$999/mo · Enterprise plan) with a free tier for initial validation before committing.
- Tier Fit for 5-Seat Scale: Scale ($199/mo): Verified $199/mo Scale tier from vendor pricing schedule.
- Primary Operational Bottleneck: Compute Unit & Residential Proxy Cost Unpredictability: Because complex headless browser Actors and residential proxy traffic consume metered compute units and gigabytes ($8/GB to $19/month+ depending on tier), poorly optimized recursive crawls can exhaust monthly prepaid credits rapidly.
Walk-Away Rule: Walk away if your workflow requires uncapped enterprise volume on the Free plan · $19–$999/mo · Enterprise plan entry plan without upgrading tiers.
Negotiation Lever: Validate exact quota thresholds (seats, credits, or API calls) included in Apify's Free plan · $19–$999/mo · Enterprise plan tier before converting from monthly to annual billing.
Demand AI
High Deal-Risk · Constraint Mismatch- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Demand AI does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
- Annual Contract Lock-in Risk Detected: Demand AI sells through custom enterprise contracts with pricing available on request. Annual quotes scale with contact enrichment credit volume, monitored intent topics, connected CRM spaces, and setup support. Buyers book a sales call to scope an annual contract.
- Primary Operational Bottleneck: Bulk Waterfall Latency: Calling multiple data providers in sequence adds wait time during large list imports before records reach the CRM.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Demand AI requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Demand AI order form before signing a 12-month enterprise commitment.
Limitations
Apify
Operational limitations and technical trade-offs include: Compute Unit & Residential Proxy Cost Unpredictability: Because complex headless browser Actors and residential proxy traffic consume metered compute units and gigabytes ($8/GB to $19/month+ depending on tier), poorly optimized recursive crawls can exhaust monthly prepaid credits rapidly.Full limitations in the Apify review
Demand AI
Limitations and trade-offs to weigh before choosing Demand AI: Bulk Waterfall Latency: Calling multiple data providers in sequence adds wait time during large list imports before records reach the CRM.Full limitations in the Demand AI review
Official vendor architectural differentiators & migration proof
To help buyers evaluate real-world switching costs, verified founders, solutions architects, and PMMs at both Apify and Demand AI can submit up to 3 evidence-backed architectural differentiators or verified customer migration case studies.
Why teams choose Apify over Demand AI
Work at Apify? 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 Apify Official Differentiators & Case Study →Why teams choose Demand AI over Apify
Work at Demand AI? 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 Demand AI Official Differentiators & Case Study →Pricing notes & tier schedules
Apify: Free plan · $19–$999/mo · Enterprise plan
Apify uses a hybrid Freemium subscription plus pay-as-you-go compute consumption model, where monthly subscription fees are credited toward Actor compute units ($0.2 to $0.6 per compute unit), residential proxies, and rented Actors.
- Free / Sandbox ($0, 1–2 seats (Evaluation)): Entry free tier with capped usage or feature quotas for initial workflow testing.
- Starter ($19/mo, 1–2 seats): Verified $19/mo Starter tier from vendor pricing schedule.
- Scale ($199/mo, 5 seats): Verified $199/mo Scale tier from vendor pricing schedule.
- Business ($999/mo, 15 seats): Verified $999/mo Business tier from vendor pricing schedule.
- Credit & Usage Burn Multiplier: Workflows on Apify consume metered credits or usage quotas; multi-provider enrichment lookups, scraping runs, or bulk batch jobs can exhaust base allocations and trigger mid-cycle top-up packs.
- Compute Unit & Residential Proxy Cost Unpredictability: Because complex headless browser Actors and residential proxy traffic consume metered compute units and gigabytes ($8/GB to $19/month+ depending on tier), poorly optimized recursive crawls can exhaust monthly prepaid credits rapidly.
Demand AI: Custom / enterprise pricing
Demand AI sells through custom enterprise contracts with pricing available on request. Annual quotes scale with contact enrichment credit volume, monitored intent topics, connected CRM spaces, and setup support. Buyers book a sales call to scope an annual contract.
- 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 Demand AI consume metered credits or usage quotas; voice/media minutes, multi-step synthesis, or high-frequency runs can exhaust base allocations and trigger mid-cycle top-up packs.
- Bulk Waterfall Latency: Calling multiple data providers in sequence adds wait time during large list imports before records reach the CRM.
Frequently asked questions: Apify vs Demand AI
How does Apify pricing compare to Demand AI in 2026?
Apify is listed at Free plan · $19–$999/mo · Enterprise plan (freemium, free plan), whereas Demand AI is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed).
How do Apify and Demand AI compare on AI autonomy and moat depth?
On the MarTechRadar L1–L5 scale, Apify is rated L3 · Conditional automation with a Proprietary moat (category leader) moat (4.7/5.0), while Demand AI is rated L3 · Conditional automation with a Workflow-embedded (strong) moat (3.3/5.0).
Which teams are Apify and Demand AI built for?
Apify is a SaaS Platform product in Lead Enrichment & Waterfall Orchestration designed for B2B Marketing & GTM Teams. Demand AI is a Web SaaS product in Lead Enrichment & Waterfall Orchestration designed for B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps).
What are the main limitations of Apify vs Demand AI?
For Apify: Operational limitations and technical trade-offs include: Compute Unit & Residential Proxy Cost Unpredictability: Because complex headless browser Actors and residential proxy traffic consume metered compute units and gigabytes ($8/GB to $19/month+ depending on tier), poorly optimized recursive crawls can exhaust monthly prepaid credits rapidly. For Demand AI: Limitations and trade-offs to weigh before choosing Demand AI: Bulk Waterfall Latency: Calling multiple data providers in sequence adds wait time during large list imports before records reach the CRM.
What are the hidden TCO drivers and contract negotiation levers for Apify vs Demand AI?
For Apify: Credit & Usage Burn Multiplier (Workflows on Apify consume metered credits or usage quotas; multi-provider enrichment lookups, scraping runs, or bulk batch jobs can exhaust base allocations and trigger mid-cycle top-up packs.) Negotiation lever: Validate exact quota thresholds (seats, credits, or API calls) included in Apify's Free plan · $19–$999/mo · Enterprise plan tier before converting from monthly to annual billing. For Demand AI: Credit & Usage Burn Multiplier (Workflows on Demand AI consume metered credits or usage quotas; voice/media minutes, multi-step synthesis, or high-frequency 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 Demand AI order form before signing a 12-month enterprise commitment.
Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 23, 2026.