Aimdoc vs Oliv AI (2026)
The decision is how much of your company the agent needs to see. Aimdoc's agent is grounded in one thing, the customer's own website, documents and FAQs, and works one side of the conversation: a visitor arrives, the agent answers from that material, qualifies against criteria the customer sets, books a meeting and notifies a person when one is needed. Oliv ingests the opposite way. Its capture layer takes every meeting, every email, every call and every document automatically across two mail providers, two conferencing platforms, several dialers, two systems of record and a stated seventy or more further applications, and writes all of it to the right account, contact and deal before seven functions of agents work on top of it. Both sit at full documented depth in this index. What separates them is that one can be evaluated by pointing it at a public website, and the other cannot be evaluated at all until it holds the recorded conversations of an entire revenue organisation.
- The evaluation should not require handing over your company first. Aimdoc ingests a public website, uploaded documents and FAQs in minutes and can be judged on live sessions from that alone, against a counterpart whose capture layer needs your mailboxes, call recordings and documents before it does anything at all.
- You need a security artefact before the pilot rather than after it. Aimdoc claims a service organisation control type two with a dedicated trust portal, and documents practice beyond the badge covering background checks, least privilege authorisation, change management with peer review, vulnerability management, continuity and incident response.
- Machines should be able to talk to your sales agent. Aimdoc publishes a protocol server and a public agent gateway endpoint so an external agent can query its sales agent directly, alongside named object level behaviour in both major systems of record, webhooks and a public interface.
- You want the whole revenue organisation covered rather than one funnel stage. Seven functions each carry their own page and their own agents, spanning sales development, sales, onboarding, customer success, expansion, revenue operations and enablement, with two supervising agents above them.
- Migration cost is what has blocked you before. Oliv accepts five named competing meeting recorders in place of its own rather than requiring a move, and migration from a competing tool is offered free with recordings, transcripts, notes and metadata included and the vendor's own team managing it.
- You want to try it without booking a sales conversation. A sandbox lets a buyer connect and use the product unaided, and a pricing calculator converts a team size into an annual figure, with the no fees claim enumerated rather than asserted, naming training, support, implementation and integrations as included.
Plain facts
Side by Side
| Axis | A Aimdoc |
O Oliv AI |
|---|---|---|
|
AI Capability
|
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| AI Centrality | ||
| Autonomy and Oversight Model | ||
| AI Disclosure and Model Transparency | ||
| Operational and Outcome Evidence | ||
|
Compliance and Risk
|
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| Outreach Compliance Posture | ||
| Data Privacy Posture | ||
| Data Licensing and Provenance | ||
| Platform Terms Exposure | ||
| AI Safety and Data Stewardship | ||
| Recipient Disclosure and Authenticity | ||
|
Integration and Deployment
|
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| Ecosystem and Integration Depth | ||
| Deployment Model and Data Residency | ||
| Security Certifications and Trust Center | ||
|
Commercial and Operational
|
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| Commercial Transparency | ||
| Exit and Data Portability | ||
| Deliverability and Sending Discipline | ||
| Segment and Market Coverage | ||
The short version of each
Aimdoc
Aimdoc is a sales agent that works the inbound side rather than the outbound one, ingesting a company's website, documents and FAQs, then conversing with visitors, qualifying them against criteria the customer defines, booking meetings through a calendar integration and escalating to a human with a notification when a person is needed. The GTM Tech Index grades it A on AI centrality, earned by construction since the product is a conversational agent with no non AI remainder, and B on ecosystem and integration depth for named object level behaviour in both major systems of record alongside a published protocol server and a public agent gateway endpoint that lets an external agent query the sales agent directly. The index grades it C on recipient disclosure, since nothing states whether a visitor is told at first contact that they are talking to software.
Source: GTM Tech Index, 2026
Oliv AI
Oliv AI is an agent platform for revenue teams where every meeting, email, call and document is captured automatically and written to the right account, contact and deal, then synthesised into an object graph, a signal graph and a process graph, with named agents running on top across seven functions and two supervising agents above them. The GTM Tech Index grades it B on AI disclosure and model transparency for architectural disclosure that is genuinely unusual, publishing a five layer account with a dedicated page for each layer and stating the shape of the model estate directly as more than a hundred small models each fine tuned to one revenue question. The index grades it C on security certifications: five certification marks appear as unlinked images on the pricing page and there is no security page or trust centre anywhere.
Source: GTM Tech Index, 2026
Common questions
Is Aimdoc better than Oliv AI?
They work opposite ends of the revenue motion, so the real question is how much of your company the agent needs to see. Aimdoc works the inbound side only, grounded in your website, documents and FAQs, conversing with visitors, qualifying them and booking meetings. Oliv captures every meeting, email, call and document across the organisation and runs seven functions of agents on top. If the problem is that website traffic does not convert, Aimdoc. If the problem is that nobody knows what is happening across the whole pipeline, Oliv.
How much data does each one need to work?
Enormously, and it is the most practical difference on this page. Aimdoc ingests a company's website, uploaded documents and FAQs, and that is the whole of it, so a buyer can evaluate the agent on live sessions in minutes. Oliv's capture layer takes every meeting, every email, every call and every document automatically across two mail providers, two conferencing platforms, several dialers, two systems of record and a stated seventy or more further applications, so recorded customer conversations, internal representative calls and document contents accumulate continuously before the agents do anything.
Do Aimdoc or Oliv AI disclose which AI models they use?
Neither names a model, and Oliv publishes more about the shape of its estate than almost anyone. Oliv states that its signal layer is more than a hundred small models each fine tuned to one revenue question, and publishes a five layer architecture with a dedicated page per layer, while naming no base model, provider, family or version and identifying no training corpus. Aimdoc describes grounding, in that the agent is trained on the customer's website, documents and FAQs, and names no model or provider anywhere, leaving the lead scoring logic that decides which conversations reach a representative unexplained.
Does my data train models that serve other customers?
Neither answers it, and Oliv's version is sharper because it named the mechanism. Fine tuning is training, the material available to train on is the recorded conversations, emails and documents of every customer on the platform, and nothing published states whether any customer's content contributed to a model serving anyone else. Aimdoc describes its AI as continuously learning from successful interactions and publishes nothing on whether visitor conversations or uploaded knowledge bases inform improvements that serve other customers, with no opt out or contractual exclusion documented.
How much do Aimdoc and Oliv AI cost?
Aimdoc publishes an entry price of 999 dollars a month for the first tier with a fourteen day free trial and the two upper tiers quote only. One mechanical detail is worth knowing: its pricing page renders plans client side, so the served document reads as loading and the only price a machine can fetch sits in the meta description, which is unusual for a vendor that publishes a protocol server and an agent gateway. Oliv prices modularly at nineteen dollars per user per month for the recorder and twenty nine per user per month for each insight pack, with a calculator whose arithmetic checks out, though the agents the site sells carry no figure at all.
How does the GTM Tech Index grade Aimdoc and Oliv AI?
Both are graded on the same seventeen capability and compliance axes from public sources, and both sit at full documented depth. Both take A on AI centrality. The GTM Tech Index grades Aimdoc B on autonomy and oversight, data privacy posture, platform terms exposure, ecosystem depth, security certifications, commercial transparency and segment coverage. Oliv takes B on autonomy and oversight, AI disclosure and model transparency, ecosystem depth and commercial transparency, and C on security certifications, exit and data portability and segment coverage. The index publishes no composite score and declares no winner.
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the AI SDR & Outbound Agents page.
Both products identify people who did not identify themselves, and neither states on what basis. Aimdoc markets anonymous visitor identification and account identification, and its published privacy documentation is a third party generated policy that says nothing about the basis on which an unidentified website visitor is resolved to a person or an account, nor where the identity resolution data comes from, whether it is licensed or contributed, or who stands behind it.
Oliv's research agent produces what the vendor calls deep account dossiers covering buyer pain points and decision maps, which is information assembled about individuals who are not customers and were never asked, and independent reporting on the earlier product generation described that research drawing on the open web, a professional network, a company database and regulatory filings.
Neither vendor draws the distinction between context the customer already owned and intelligence assembled about third parties, and a buyer inherits that question along with the product. Ask both for the lawful basis before the first session runs. The security surfaces then diverge sharply, and the credit belongs where it is earned.
Aimdoc claims a service organisation control type two with a dedicated trust portal and documents practice beyond the badge, covering least privilege authorisation, change management with peer review, vulnerability management, business continuity and incident response, held short of the top band only because the portal requires requesting access and no audit date is visible to an outsider.
Oliv's entire security surface is five certification marks appearing as unlinked images on the pricing page under a heading promising the buyer's data is safe, with no type, scope, period, auditor or issuing body attached to any of them, no security page in the navigation or footer, and no trust centre or status page anywhere. One of the five names a United States health statute, which is a regime a company complies with rather than a certification it holds.