Invoca vs Structurely
Invoca (Web SaaS) and Structurely (Web SaaS) both compete in Conversational Voice Calling Agents. On pricing, Invoca lists Custom / enterprise pricing (no free plan disclosed), whereas Structurely lists From $0.02 usage-based · Enterprise plan (no free plan disclosed). Technically, Invoca is rated L3 · Conditional automation with a 4.2/5.0 (Proprietary moat) moat, while Structurely is rated L3 · Conditional automation with a 3.6/5.0 (Proprietary moat) moat. Corporate profile: Invoca (founded 2008, HQ West Hollywood, California, $201.5M funding) vs. Structurely (founded 2016, HQ Ames, IA). Fact-checked by Anthony Hay (Oct 14, 2026) for Invoca and Jiacky Lee (Oct 17, 2026) for Structurely. At a 5-seat team baseline, Invoca starts at Custom quote vs Structurely at Metered ($0.02).
Invoca
Enterprise conversation intelligence and AI revenue agent platform that tracks inbound calls, analyzes spoken dialogue via deep learning, and automates.
5-Seat Floor: Custom quote (Custom / enterprise pricing) · Autonomy: L3 · Conditional automation · Moat: 4.2/5.0 (Proprietary moat)
Target fit: B2B SaaS, DTC / eCommerce, Enterprise Brands (Web SaaS)
Structurely
Conversational AI voice and SMS inside sales agent platform automating two-way lead qualification and booking.
5-Seat Floor: Metered ($0.02) (From $0.02 usage-based · Enterprise plan) · Autonomy: L3 · Conditional automation · Moat: 3.6/5.0 (Proprietary moat)
Target fit: B2B SaaS, Marketing & Growth Teams (Web SaaS)
How Invoca and Structurely differ
- Pricing model: Invoca is enterprise / quote, Structurely is usage-based.
- Moat score: Invoca scores 4.2/5.0 vs. Structurely at 3.6/5.0 (Proprietary moat).
- Invoca was founded earlier (2008) than Structurely (2016).
- Headquarters: Invoca in West Hollywood, California, Structurely in Ames, IA.
- Company headcount: Invoca is 201-500 employees; Structurely is 11-50 employees.
- Audience: Invoca targets DTC / eCommerce, Enterprise Brands; Structurely targets Marketing & Growth Teams.
- Ecosystem stack: Invoca connects with Salesforce, HubSpot, Slack, Twilio Segment; Structurely connects with Salesforce, HubSpot, Outreach.
Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.
When to choose Invoca vs Structurely (and when to walk away)
Choose Invoca if
- Target ICP & Stack Fit: You operate as B2B SaaS, DTC / eCommerce and Enterprise Brands requiring a Web SaaS deployment for AI Calling, with verified ecosystem connectivity for Salesforce, HubSpot, Slack, Twilio Segment.
- L3 Architecture & Defensibility: Invoca holds a defensible data moat through patented dynamic call tracking infrastructure, billions of parsed conversational voice interactions across regulated consumer industries, and proprietary custom Signal detection models embedded into enterprise ad tech stacks.
- Commercial Model Fit: Your procurement budget aligns with Custom / enterprise pricing.
Walk away from Invoca if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Invoca requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate number pool exhaustion: High-traffic web spikes can deplete dynamic number pools, causing attribution collisions or unassigned session IDs when visitor volume outpaces allocated telephony pools.
- Walk away if signal model calibration overhead is a deal-breaker for your team: Custom intent detection requires substantial manual review and domain-specific audio training samples to maintain high precision across varied regional accents and noisy phone lines.
Choose Structurely if
- Target ICP & Stack Fit: You operate as B2B SaaS and Marketing & Growth Teams requiring a Web SaaS deployment for AI Calling, with verified ecosystem connectivity for Salesforce, HubSpot, Outreach.
- L3 Architecture & Defensibility: Structurely builds vertical inside-sales defensibility through its 21X conversational engine, combining two-way AI voice calling and SMS lead nurturing with deep real estate, mortgage, and SMB CRM integrations.
- Commercial Model Fit: Your procurement budget aligns with From $0.02 usage-based · Enterprise plan.
Walk away from Structurely if
- Walk away if your workflow requires uncapped enterprise volume on the From $0.02 usage-based · Enterprise plan entry plan without upgrading tiers.
- Walk away if your workflow cannot tolerate vertical concentration in real estate & consumer lending: Structurely's pre-trained conversation scripts and CRM connectors are heavily optimized for real estate, mortgage, and consumer inside sales, requiring custom script engineering for complex B2B enterprise SaaS workflows.
- Walk away if usage-based telephony cost scaling is a deal-breaker for your team: In addition to base platform subscriptions, high-volume outbound calling and SMS campaigns incur per-minute ($0.07/min) and per-message ($0.02/msg) usage charges that require budget monitoring.
Side-by-side facts
| Field | Invoca | Structurely |
|---|---|---|
| Subtrack | Conversational Voice Calling Agents | Conversational Voice Calling Agents |
| Pricing | Custom / enterprise pricing | From $0.02 usage-based · Enterprise plan |
| Pricing model | Enterprise / quote | Usage-based |
| Published pricing tiers | Enterprise / Custom (Custom quote) | Entry / Starter ($0.02/mo) · Growth / Professional ($0.07/mo) · 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 | 4.2 / 5.0 · Proprietary moat | 3.6 / 5.0 · Proprietary moat |
| Delivery | Web SaaS | Web SaaS |
| Audience | B2B SaaS, DTC / eCommerce, Enterprise Brands | B2B SaaS, Marketing & Growth Teams |
| Ecosystem integrations | Salesforce, HubSpot, Slack, Twilio Segment, Google Analytics 4 (GA4) | Salesforce, HubSpot, Outreach |
| Funding & backing | $201.5M | Undisclosed |
| Founders | Colin Kelley, Jason Spievak, Robert Duva | — |
| Company size | 201-500 employees | 11-50 employees |
| Founded | 2008 | 2016 |
| Headquarters | West Hollywood, California | Ames, IA |
| Fact-checked | Anthony Hay, Oct 14, 2026 | Jiacky Lee, Oct 17, 2026 |
| Governance & docs | Trust & Security ↗ · Terms ↗ · Privacy ↗ | API & Docs ↗ · Terms ↗ · Privacy ↗ |
Invoca vs Structurely: TCO & constraint stress test
Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.
Invoca
High Deal-Risk · Constraint Mismatch- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Invoca 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: Number Pool Exhaustion: High-traffic web spikes can deplete dynamic number pools, causing attribution collisions or unassigned session IDs when visitor volume outpaces allocated telephony pools.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Invoca requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Invoca order form before signing a 12-month enterprise commitment.
Structurely
Conditional Fit · Contract & Stack Caveats- Published Self-Serve Entry Floor: Structurely publishes a transparent entry point (From $0.02 usage-based · Enterprise plan) for initial validation before committing.
- Usage / Credit Burn Volatility: Structurely uses credit or usage-metered billing (From $0.02 usage-based · Enterprise plan). High-volume automated workflows across 5 seats can trigger mid-cycle overage charges.
- Tier Fit for 5-Seat Scale: Entry / Starter ($0.02/mo): Text activity is converted into tokens as conversations are sent and received.
- Primary Operational Bottleneck: Usage-Based Telephony Cost Scaling: In addition to base platform subscriptions, high-volume outbound calling and SMS campaigns incur per-minute ($0.07/min) and per-message ($0.02/msg) usage charges that require budget monitoring.
Walk-Away Rule: Walk away if your workflow requires uncapped enterprise volume on the From $0.02 usage-based · Enterprise plan entry plan without upgrading tiers.
Negotiation Lever: Validate exact quota thresholds (seats, credits, or API calls) included in Structurely's From $0.02 usage-based · Enterprise plan tier before converting from monthly to annual billing.
Limitations
Invoca
Operational considerations and platform boundaries include: Number Pool Exhaustion: High-traffic web spikes can deplete dynamic number pools, causing attribution collisions or unassigned session IDs when visitor volume outpaces allocated telephony pools.Full limitations in the Invoca review
Structurely
Operational limitations and technical trade-offs include: Vertical Concentration in Real Estate & Consumer Lending: Structurely's pre-trained conversation scripts and CRM connectors are heavily optimized for real estate, mortgage, and consumer inside sales, requiring custom script engineering for complex B2B enterprise SaaS workflows.Full limitations in the Structurely review
Pricing notes & tier schedules
Invoca: Custom / enterprise pricing
Commercial pricing is available on request through tailored enterprise sales quotes based on organizational scale and seats.
- 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: Automated workflows consume metered credits/usage quotas; multi-step enrichment, voice minutes, or high-frequency agent runs can trigger mid-cycle top-up packs.
- Enterprise Governance & Add-On Gating: Advanced capabilities such as Single Sign-On (SSO), custom role permissions, or specialized analytics modules are gated behind upper tiers or paid add-ons.
Structurely: From $0.02 usage-based · Enterprise plan
Structurely publishes a hybrid platform-plus-usage pricing model on its official pricing page (`structurely.com/pricing`). Customers select from Small Team, Large Team, or Enterprise / Broker platform tiers, paired with transparent usage rates starting at $0.02 per AI text message and $0.07 per AI voice minute.
- Entry / Starter ($0.02/mo, 1–2 seats): Text activity is converted into tokens as conversations are sent and received.
- Growth / Professional ($0.07/mo, 5 seats): Call usage is converted into tokens based on AI call minutes.
- 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: Automated workflows consume metered credits/usage quotas; multi-step enrichment, voice minutes, or high-frequency agent runs can trigger mid-cycle top-up packs.
- Enterprise Governance & Add-On Gating: Advanced capabilities such as Single Sign-On (SSO), custom role permissions, or specialized analytics modules are gated behind upper tiers or paid add-ons.
Frequently asked questions: Invoca vs Structurely
How does Invoca pricing compare to Structurely in 2026?
Invoca is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed), whereas Structurely is listed at From $0.02 usage-based · Enterprise plan (usage-based, no free plan disclosed).
How do Invoca and Structurely compare on AI autonomy and moat depth?
On the MarTechRadar L1–L5 scale, Invoca is rated L3 · Conditional automation with a Proprietary moat moat (4.2/5.0), while Structurely is rated L3 · Conditional automation with a Proprietary moat moat (3.6/5.0).
Which teams are Invoca and Structurely built for?
Invoca is a Web SaaS product in Conversational Voice Calling Agents designed for B2B SaaS, DTC / eCommerce, Enterprise Brands. Structurely is a Web SaaS product in Conversational Voice Calling Agents designed for B2B SaaS, Marketing & Growth Teams.
What are the main limitations of Invoca vs Structurely?
For Invoca: Operational considerations and platform boundaries include: Number Pool Exhaustion: High-traffic web spikes can deplete dynamic number pools, causing attribution collisions or unassigned session IDs when visitor volume outpaces allocated telephony pools. For Structurely: Operational limitations and technical trade-offs include: Vertical Concentration in Real Estate & Consumer Lending: Structurely's pre-trained conversation scripts and CRM connectors are heavily optimized for real estate, mortgage, and consumer inside sales, requiring custom script engineering for complex B2B enterprise SaaS workflows.
What are the hidden TCO drivers and contract negotiation levers for Invoca vs Structurely?
For Invoca: Credit & Usage Burn Multiplier (Automated workflows consume metered credits/usage quotas; multi-step enrichment, voice minutes, or high-frequency agent runs can trigger mid-cycle top-up packs.) Negotiation lever: Demand a 30- to 60-day paid pilot opt-out clause in the Invoca order form before signing a 12-month enterprise commitment. For Structurely: Credit & Usage Burn Multiplier (Automated workflows consume metered credits/usage quotas; multi-step enrichment, voice minutes, or high-frequency agent runs can trigger mid-cycle top-up packs.) Negotiation lever: Validate exact quota thresholds (seats, credits, or API calls) included in Structurely's From $0.02 usage-based · Enterprise plan tier before converting from monthly to annual billing.
Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 17, 2026.