agent · ai-marketing-agents
Customers.ai vs iCustomer
55 fields both were evaluated on, 22 of them different — including where one discloses something the other does not. Every value links to the document it came from. 33 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Customers.ai | iCustomer |
|---|---|---|
| Audit trail· | no public information customers.ai · checked Aug 7, 2026 | Per-decision traces are claimed to be explainable and reviewable by the customer. No tamper-evidence, hash-chaining or immutability is claimed anywhere on the page. “Decision traces: every choice explainable and reviewable”www.icustomer.ai · checked Aug 4, 2026 |
| Explainability· | no public information customers.ai · checked Aug 7, 2026 | “Decision traces: every choice explainable and reviewable”www.icustomer.ai · checked Aug 4, 2026 |
| Runtime governance· | no public information customers.ai · checked Aug 7, 2026 | Policy gates are claimed to constrain decisions at run time. Enforcement is asserted, not demonstrated; no mechanism, scope or spend ceiling is published. “Policy gates keep decisions inside your guardrails”www.icustomer.ai · checked Aug 4, 2026 |
| Permission scopes· | no public information customers.ai · checked Aug 7, 2026 | Policy gates are stated to control budget and audience scope. No further granularity (per-tool, per-action, per-channel) is published. “Budget and audience shifts inside policy gates you set”www.icustomer.ai · checked Aug 4, 2026 |
| Compliance certifications· | no public information customers.ai · checked Aug 7, 2026 | SOC 2 Type II claimed. Self-declared on the vendor's own page; no report, auditor or certificate is published on this capture. “iCustomer is built privacy-by-design and is SOC 2 Type II certified.”www.icustomer.ai · checked Aug 4, 2026 |
| Outcome-based pricing· | “We guarantee +5x directly attributable ROI or you don’t pay.”customers.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations | no public information www.icustomer.ai · checked Aug 4, 2026 |
| Settlement mechanism· | “We guarantee +5x directly attributable ROI or you don’t pay.”customers.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations | no public information www.icustomer.ai · checked Aug 4, 2026 |
| Dispute process· | “We guarantee +5x directly attributable ROI or you don’t pay.”customers.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations | no public information www.icustomer.ai · checked Aug 4, 2026 |
Agency
| Field | Customers.ai | iCustomer |
|---|---|---|
| Human oversight· | no public information customers.ai · checked Aug 7, 2026 | “Never outside guardrails you set. iCustomer is built for humans in the loop: your team brings the taste and judgment, the system does the opinionated data and decision-science heavy lifting to augment your creativity. Every action leaves an auditable trace your team can review, override, or roll back.”www.icustomer.ai · checked Aug 4, 2026 |
| Action space· | no public information customers.ai · checked Aug 7, 2026 | “iCustomer pushes each decision into the tools you already run and works your goal around the clock, adjusting as results come in, always inside rules you approve.”www.icustomer.ai · checked Aug 4, 2026 |
| Operating environment· | no public information customers.ai · checked Aug 7, 2026 | “iCustomer runs warehouse-native, including native on Snowflake, and computes in place, so your first-party data stays governed in your environment and only consented activation payloads flow to channels.”www.icustomer.ai · checked Aug 4, 2026 |
| Initiative· | no public information customers.ai · checked Aug 7, 2026 | “Always-on agent, self-serve”www.icustomer.ai · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Safety
| Field | Customers.ai | iCustomer |
|---|---|---|
| Data handling· | no public information customers.ai · checked Aug 7, 2026 | Vendor states data remains in the customer's own data cloud and is not transferred to the vendor. No retention period, deletion commitment or training-use statement is published. “It lives in your data cloud, compounds with every cycle, and never leaks to a vendor.”www.icustomer.ai · checked Aug 4, 2026 |
Practicality
| Field | Customers.ai | iCustomer |
|---|---|---|
| Pricing model· | “We guarantee +5x directly attributable ROI or you don’t pay.”customers.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations | “Free tier with usage-based pricing as you grow”www.icustomer.ai · checked Aug 4, 2026 |
| Price point· | One $99 payment for lifetime access “THIS WEEK ONLY! Inboxer Lifetime Deal: One $99 payment for lifetime access”customers.ai · checked Aug 7, 2026 | no public information www.icustomer.ai · checked Aug 4, 2026 |
| Deployment options· | Deployed into the customer's own data cloud; a headless CLI deployment path is offered for engineering teams. No SaaS/self-hosted/VPC breakdown is published. “CLI-led headless deploys for engineering teams”www.icustomer.ai · checked Aug 4, 2026 | |
| Integrations· | no public information customers.ai · checked Aug 7, 2026 | “Activation in Meta, Google, LinkedIn, The Trade Desk, email”www.icustomer.ai · checked Aug 4, 2026 |
Ecosystem
| Field | Customers.ai | iCustomer |
|---|---|---|
| Multi-agent· | “iWorkers AI agents for every role An AI teammate for every role, one system, working your goals from your real data.”www.icustomer.ai · checked Aug 4, 2026 | |
| API access· | no public information www.icustomer.ai · checked Aug 4, 2026 |
Impact
| Field | Customers.ai | iCustomer |
|---|---|---|
| User base· | no public information www.icustomer.ai · checked Aug 4, 2026 | |
| Deployment scale· | no public information www.icustomer.ai · checked Aug 4, 2026 | |
| Target sectors· | D2C and B2B growth-marketing teams “One always-learning loop across D2C and B2B teams.”www.icustomer.ai · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Disclosed by neither
Both Customers.ai and iCustomer publish nothing on these 33 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 33 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Goal complexity
- High-risk domains
- Documented incidents
- Availability
- Supported regions
- Support model
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Protocols supported
- Tool use
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Regulatory alignment
- SLA terms
- Evaluation coverage
Questions
- How do Customers.ai and iCustomer compare on user base?
- Customers.ai: 500+ Shopify Brands. iCustomer: no public information disclosed.
- How do Customers.ai and iCustomer compare on target sectors?
- Customers.ai: Shopify Brands. iCustomer: D2C and B2B growth-marketing teams.
- How do Customers.ai and iCustomer compare on price point?
- Customers.ai: One $99 payment for lifetime access. iCustomer: no public information disclosed.
- How do Customers.ai and iCustomer compare on data handling?
- Customers.ai: no public information disclosed. iCustomer: Vendor states data remains in the customer's own data cloud and is not transferred to the vendor. No retention period, deletion commitment or training-use statement is published..
- How do Customers.ai and iCustomer compare on audit trail?
- Customers.ai: no public information disclosed. iCustomer: Per-decision traces are claimed to be explainable and reviewable by the customer. No tamper-evidence, hash-chaining or immutability is claimed anywhere on the page..
- How do Customers.ai and iCustomer compare on runtime governance?
- Customers.ai: no public information disclosed. iCustomer: Policy gates are claimed to constrain decisions at run time. Enforcement is asserted, not demonstrated; no mechanism, scope or spend ceiling is published..