agent · ai-marketing-agents
Business Frame vs iCustomer
55 fields both were evaluated on, 21 of them different — including where one discloses something the other does not. Every value links to the document it came from. 34 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Business Frame | iCustomer |
|---|---|---|
| Audit trail· | “Every result captured Calls, form leads, and campaign changes become a readable activity trail your team can trust.”www.businessframe.com · checked Aug 1, 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· | “Human-in-the-loop control The agent proposes a change in plain language, shows the impact, and waits for approval before applying it.”www.businessframe.com · checked Aug 1, 2026 | “Decision traces: every choice explainable and reviewable”www.icustomer.ai · checked Aug 4, 2026 |
| Runtime governance· | “Smart negative keywords Low-intent searches are sorted into blocked terms while valuable searches stay eligible.”www.businessframe.com · checked Aug 1, 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 www.businessframe.com · checked Aug 1, 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 www.businessframe.com · checked Aug 1, 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· | no public information www.icustomer.ai · checked Aug 4, 2026 | |
| Dispute process· | no public information www.icustomer.ai · checked Aug 4, 2026 |
Agency
| Field | Business Frame | iCustomer |
|---|---|---|
| Human oversight· | “Human-in-the-loop control The agent proposes a change in plain language, shows the impact, and waits for approval before applying it.”www.businessframe.com · checked Aug 1, 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· | “Business Frame Runs Google Ads So You Don’t Have To”www.businessframe.com · checked Aug 1, 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· | “Business Frame Runs Google Ads So You Don’t Have To”www.businessframe.com · checked Aug 1, 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· | “Always on Agents working for you Business Frame agents monitor budget, search terms, and channel opportunities while you run the business.”www.businessframe.com · checked Aug 1, 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 | Business Frame | iCustomer |
|---|---|---|
| Data handling· | no public information www.businessframe.com · checked Aug 1, 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 | Business Frame | iCustomer |
|---|---|---|
| Pricing model· | “Free tier with usage-based pricing as you grow”www.icustomer.ai · checked Aug 4, 2026 | |
| Price point· | 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· | “Business Frame Runs Google Ads So You Don’t Have To”www.businessframe.com · checked Aug 1, 2026 | “Activation in Meta, Google, LinkedIn, The Trade Desk, email”www.icustomer.ai · checked Aug 4, 2026 |
Ecosystem
| Field | Business Frame | iCustomer |
|---|---|---|
| Tool use· | “Business Frame keeps analysis, approvals, reporting, and lead records in one calm workspace.”www.businessframe.com · checked Aug 1, 2026 | no public information www.icustomer.ai · checked Aug 4, 2026 |
| 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 |
Impact
| Field | Business Frame | iCustomer |
|---|---|---|
| User base· | “Trusted by growing businesses to run their Google Ads every day”www.businessframe.com · checked Aug 1, 2026 | no public information www.icustomer.ai · checked Aug 4, 2026 |
| Deployment scale· | “Trusted by growing businesses to run their Google Ads every day”www.businessframe.com · checked Aug 1, 2026 | no public information www.icustomer.ai · checked Aug 4, 2026 |
| Target sectors· | “On Prem Computer SupaDial Foxlan Landscapes Nationwide Lifts Colorado Business Frame Analysis Campaign Reporting Wallet Reporting Downtown Plumbing Live Leads”www.businessframe.com · checked Aug 1, 2026 | 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 Business Frame and iCustomer publish nothing on these 34 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 34 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
- API access
- 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
- Settlement mechanism
- SLA terms
- Evaluation coverage
Questions
- How do Business Frame and iCustomer compare on data handling?
- Business Frame: 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 Business Frame and iCustomer compare on permission scopes?
- Business Frame: no public information disclosed. iCustomer: Policy gates are stated to control budget and audience scope. No further granularity (per-tool, per-action, per-channel) is published..
- How do Business Frame and iCustomer compare on compliance certifications?
- Business Frame: no public information disclosed. iCustomer: SOC 2 Type II claimed. Self-declared on the vendor's own page; no report, auditor or certificate is published on this capture..