$ stack_track_scores
methodology →$ buyer_risk_breakdown
UNRATEDUnrated — insufficient public disclosure.
Not enough public disclosure to rate yet — 4 of 5 procurement inputs are still unknown. This is a data gap, not a negative signal.
- Compliance certifications
No SOC 2, ISO 27001, HIPAA, or GDPR posture disclosed in our sources.
to improve → Vendor publishes a trust/security page listing at least one certification.
- Funding stage
Funding stage not yet captured (may be a division of a larger public company).
to improve → Mark parent company or public/profitable status.
- Company age
Founding year not yet captured.
to improve → Add founding year to vendor profile.
- Team size
Team size band not yet captured.
to improve → Add team size band (LinkedIn / vendor disclosure).
- Data governance posture
Zero-copy warehouse: data never leaves customer perimeter.
$ technical_anatomy
- Wrapper Status
- Sovereign AI
- Agent Autonomy
- Fully Agentic
- Data Governance
- Zero-Copy Warehouse
- Deployment
- Unknown
- Data Retention
- Unknown
- Last Detected Update
- 1 day ago
Owns the full model stack and inference infrastructure.
Plans and executes multi-step workflows end-to-end.
Runs inside your warehouse. No data leaves your perimeter.
Where the inference pipeline runs.
How long ingested data persists in vendor systems.
When we last detected a meaningful infrastructure change.
$ marketing_fit
- Use cases
- Unknown
- Channels
- Unknown
- Output types
- Unknown
- Integrations
- Unknown
$ commercial
- Pricing model
- Unknown
- Pricing transparency
- Unknown
- Time to value
- Unknown
- Compliance
- Unknown
- Notable customers
- Unknown
- Customer logo count
- Unknown
How customers are charged.
Is pricing visible without sales contact?
How quickly customers see results.
Public customer logos counted on vendor site.
$ company
- Founded
- Unknown
- Team size
- Unknown
- Funding stage
- Unknown
- Headquarters
- Unknown
Year of incorporation.
Headcount band.
Latest disclosed round.
Primary office location.
$ changelog --tail
security1 day ago1205e460526b → 694e4f15207dsrc: Security Pageview source ↗release_notes4 days ago6ecf29241685 → 138eff26b6edsrc: Release Notesview source ↗release_notes9 days agoc3315fbae2ad → 6ecf29241685src: Release Notesview source ↗security23 days ago6adf9562ae1a → 1205e460526bsrc: Security Pageview source ↗security1 mo ago1d2da73af691 → 6adf9562ae1asrc: Security Pageview source ↗vendor_site1 mo ago274d6f140a2f → 01b800e25bd9src: Vendor Siteview source ↗privacy_policy1 mo ago399f651b88db → 3df5ffdc6466src: Privacy Policyview source ↗pricing1 mo ago7a41b653cfda → 5a9b8f33c2f2src: Pricing Pageview source ↗pricing1 mo ago61c2a0047cef → 7a41b653cfdasrc: Pricing Pageview source ↗vendor_site1 mo ago5d423209c0e1 → 274d6f140a2fsrc: Vendor Siteview source ↗security1 mo agocb9e17d9ff4d → 1d2da73af691src: Security Pageview source ↗vendor_site1 mo ago7f4d5f4b2c0b → 5d423209c0e1src: Vendor Siteview source ↗pricing1 mo ago6dbd91babffa → 61c2a0047cefsrc: Pricing Pageview source ↗security1 mo ago6adf9562ae1a → cb9e17d9ff4dsrc: Security Pageview source ↗vendor_site1 mo ago9a5af214ae2f → 7f4d5f4b2c0bsrc: Vendor Siteview source ↗release_notes1 mo ago899846c82fb4 → c3315fbae2adsrc: Release Notesview source ↗release_notes1 mo ago80d8d71e79bd → 899846c82fb4src: Release Notesview source ↗pricing1 mo agod9fd2e260f64 → 6dbd91babffasrc: Pricing Pageview source ↗vendor_site1 mo agoad3014f80bf7 → 9a5af214ae2fsrc: Vendor Siteview source ↗pricing1 mo ago417d85be7d2f → d9fd2e260f64src: Pricing Pageview source ↗pricing1 mo ago387bf84a54ab → 417d85be7d2fsrc: Pricing Pageview source ↗security1 mo ago1d2da73af691 → 6adf9562ae1asrc: Security Pageview source ↗vendor_site1 mo ago2f1da73ccf4f → ad3014f80bf7src: Vendor Siteview source ↗pricing1 mo ago67f6c47896df → 387bf84a54absrc: Pricing Pageview source ↗pricing1 mo ago417d85be7d2f → 67f6c47896dfsrc: Pricing Pageview source ↗vendor_site1 mo ago9e5d3013b059 → 2f1da73ccf4fsrc: Vendor Siteview source ↗security1 mo ago6adf9562ae1a → 1d2da73af691src: Security Pageview source ↗security1 mo ago1d2da73af691 → 6adf9562ae1asrc: Security Pageview source ↗privacy_policy1 mo ago4160ce2a31d7 → 399f651b88dbsrc: Privacy Policyview source ↗release_notes1 mo agoc3315fbae2ad → 80d8d71e79bdsrc: Release Notesview source ↗pricing1 mo ago425741d7ea21 → 417d85be7d2fsrc: Pricing Pageview source ↗security1 mo ago6adf9562ae1a → 1d2da73af691src: Security Pageview source ↗vendor_site1 mo ago2f1da73ccf4f → 9e5d3013b059src: Vendor Siteview source ↗privacy_policy1 mo ago3df5ffdc6466 → 4160ce2a31d7src: Privacy Policyview source ↗privacy_policy1 mo ago399f651b88db → 3df5ffdc6466src: Privacy Policyview source ↗release_notes1 mo ago80d8d71e79bd → c3315fbae2adsrc: Release Notesview source ↗release_notes1 mo agoc3315fbae2ad → 80d8d71e79bdsrc: Release Notesview source ↗pricing1 mo ago417d85be7d2f → 425741d7ea21src: Pricing Pageview source ↗pricing1 mo ago417d85be7d2f → 425741d7ea21src: Pricing Pageview source ↗security1 mo agocb9e17d9ff4d → 6adf9562ae1asrc: Security Pageview source ↗security1 mo ago6adf9562ae1a → cb9e17d9ff4dsrc: Security Pageview source ↗vendor_site1 mo ago9e5d3013b059 → 2f1da73ccf4fsrc: Vendor Siteview source ↗release_notes1 mo ago80d8d71e79bd → c3315fbae2adsrc: Release Notesview source ↗pricing2 mo ago67f6c47896df → 417d85be7d2fsrc: Pricing Pageview source ↗security2 mo ago4b8edc4dbd72 → 6adf9562ae1asrc: Security Pageview source ↗security2 mo ago1d2da73af691 → 4b8edc4dbd72src: Security Pageview source ↗vendor_site2 mo ago2f1da73ccf4f → 9e5d3013b059src: Vendor Siteview source ↗privacy_policy2 mo ago3df5ffdc6466 → 399f651b88dbsrc: Privacy Policyview source ↗pricing2 mo agod9fd2e260f64 → 67f6c47896dfsrc: Pricing Pageview source ↗pricing2 mo ago417d85be7d2f → d9fd2e260f64src: Pricing Pageview source ↗security2 mo ago6adf9562ae1a → 1d2da73af691src: Security Pageview source ↗security2 mo agof32972e37439 → 6adf9562ae1asrc: Security Pageview source ↗privacy_policy2 mo ago4160ce2a31d7 → 3df5ffdc6466src: Privacy Policyview source ↗privacy_policy2 mo agoe26253bf2096 → 4160ce2a31d7src: Privacy Policyview source ↗release_notes2 mo agobcf77e278b5a → 80d8d71e79bdsrc: Release Notesview source ↗pricing2 mo agoc61a41d004c4 → 417d85be7d2fsrc: Pricing Pageview source ↗pricing2 mo ago417d85be7d2f → c61a41d004c4src: Pricing Pageview source ↗security2 mo agocb9e17d9ff4d → f32972e37439src: Security Pageview source ↗release_notes2 mo agoc3315fbae2ad → bcf77e278b5asrc: Release Notesview source ↗privacy_policy2 mo ago399f651b88db → e26253bf2096src: Privacy Policyview source ↗pricing2 mo agod5af9f470fe1 → 417d85be7d2fsrc: Pricing Pageview source ↗security2 mo ago1d2da73af691 → cb9e17d9ff4dsrc: Security Pageview source ↗release_notes2 mo ago795ec27e1532 → c3315fbae2adsrc: Release Notesview source ↗release_notes2 mo ago80d8d71e79bd → 795ec27e1532src: Release Notesview source ↗pricing2 mo ago417d85be7d2f → d5af9f470fe1src: Pricing Pageview source ↗vendor_site2 mo ago502d22e14284 → 2f1da73ccf4fsrc: Vendor Siteview source ↗vendor_site2 mo ago2f1da73ccf4f → 502d22e14284src: Vendor Siteview source ↗security2 mo ago6adf9562ae1a → 1d2da73af691src: Security Pageview source ↗vendor_site2 mo ago8a59f5823e03 → 2f1da73ccf4fsrc: Vendor Siteview source ↗privacy_policy2 mo ago3df5ffdc6466 → 399f651b88dbsrc: Privacy Policyview source ↗privacy_policy2 mo ago399f651b88db → 3df5ffdc6466src: Privacy Policyview source ↗release_notes2 mo agoc3315fbae2ad → 80d8d71e79bdsrc: Release Notesview source ↗pricing2 mo ago417d85be7d2f → Salesforce Agentforce: 7 feature updatessrc: Pricing Pageview source ↗vendor_site2 mo agof597091fb154 → 8a59f5823e03src: Vendor Siteview source ↗vendor_site2 mo ago28a43131f953 → f597091fb154src: Vendor Siteview source ↗pricing2 mo ago79c18b757d1b → 417d85be7d2fsrc: Pricing Pageview source ↗security2 mo ago732e4d89e358 → 6adf9562ae1asrc: Security Pageview source ↗vendor_site2 mo ago8a59f5823e03 → 28a43131f953src: Vendor Siteview source ↗privacy_policy2 mo ago1b354d581d6c → 399f651b88dbsrc: Privacy Policyview source ↗pricing2 mo agof163d7dad773 → 79c18b757d1bsrc: Pricing Pageview source ↗pricing2 mo ago43175d5ca184 → f163d7dad773src: Pricing Pageview source ↗security2 mo ago1461758ee038 → 732e4d89e358src: Security Pageview source ↗release_notes2 mo ago3d7cdfb1c364 → c3315fbae2adsrc: Release Notesview source ↗privacy_policy2 mo ago87d93e041469 → 1b354d581d6csrc: Privacy Policyview source ↗vendor_site2 mo agob4c98936ed26 → 8a59f5823e03src: Vendor Siteview source ↗pricing2 mo ago193b48e3f5a2 → 43175d5ca184src: Pricing Pageview source ↗vendor_site2 mo agobffae1ce9ee9 → b4c98936ed26src: Vendor Siteview source ↗pricing2 mo ago037e28602797 → 193b48e3f5a2src: Pricing Pageview source ↗pricing2 mo ago193b48e3f5a2 → 037e28602797src: Pricing Pageview source ↗vendor_site2 mo ago8329248625e4 → bffae1ce9ee9src: Vendor Siteview source ↗privacy_policy2 mo ago9b852a175f5c → 87d93e041469src: Privacy Policyview source ↗pricing2 mo ago9fb3c16cdcaa → 193b48e3f5a2src: Pricing Pageview source ↗vendor_site2 mo agof6c8b0ca8a18 → 8329248625e4src: Vendor Siteview source ↗pricing2 mo ago193b48e3f5a2 → 9fb3c16cdcaasrc: Pricing Pageview source ↗release_notes2 mo agod9630a67cc0c → 3d7cdfb1c364src: Release Notesview source ↗vendor_site2 mo agobffae1ce9ee9 → f6c8b0ca8a18src: Vendor Siteview source ↗pricing2 mo ago193b48e3f5a2 → Salesforce Agentforce: 6 price changes: Flex Credits, Conversations, Agentforce add-ons, Agentforce Industries add-ons, Agentforce 1 Editions, Agentforce User License · 7 feature updatessrc: Pricing Pageview source ↗vendor_site2 mo ago32a84b8d8b42 → bffae1ce9ee9src: Vendor Siteview source ↗release_notes2 mo ago3d7cdfb1c364 → d9630a67cc0csrc: Release Notesview source ↗security2 mo agofcdccc4a4f44 → 1461758ee038src: Security Pageview source ↗pricing3 mo ago39a8a67ee7b4 → 193b48e3f5a2src: Pricing Pageview source ↗
$ how_ai_describes_us
all drift →Weekly capture of how Gemini and Perplexity answer questions about Salesforce Agentforce. Hallucinations are checked against the verified facts above.
perplexity/sonar11 days ago[ ] not mentionedprompt: Recommend the top AI tools for Conversational AI. List 5 with one-sentence descriptions.
Here are **5 strong conversational AI tools** to consider, covering both enterprise platforms and general-purpose assistants:[1][2][10] - **Microsoft Copilot Studio** — Best for building enterprise conversational agents with Microsoft ecosystem integration.[1][7] - **Dialogflow CX** — A Google Cloud platform for designing structured conversational flows and contact-center bots.[1][10] - **Amazon Lex** — AWS-native conversational AI for building voice and chatbots with cloud integration.[1][5] - **IBM watsonx Assistant** — An enterprise assistant platform aimed at scalable customer-service and automation use cases.[1][10] - **Rasa** — An open-source conversational AI framework for teams that want full control and customization.[1][11] If you want, I can also give you a **top 5 by use case** (customer support, voice agents, internal assistants, open-source, no-code).
perplexity/sonar11 days ago[✓] mentionedprompt: What does Salesforce Agentforce do? It is an AI tool in the Conversational AI category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
Salesforce **Agentforce** is Salesforce’s **AI agent platform** for building conversational AI agents that can answer questions, take actions, and automate business tasks across Salesforce workflows and customer interactions.[1][8][17] Salesforce describes it as a **proactive, autonomous** AI application/platform, and its product materials emphasize that these agents can use trusted enterprise data to reason, execute actions, and work alongside employees.[1][5][13] - **What it does:** supports conversational interactions in plain language, surfaces insights, and executes tasks such as updating records, routing leads or cases, scheduling appointments, generating quotes, and moving workflows forward.[7][4][15] - **How it works:** it is built on the Salesforce Platform and integrates with Salesforce data and tools; Salesforce also highlights features like low-code agent building, agent orchestration/studio, voice support, mobile SDK, prompt building, and batch testing.[2][8][9] - **Typical use cases:** sales, service, marketing, commerce, field service, and revenue management automation.[9][16] **Competitors** Salesforce does not publish a simple “competitors” list in the sources provided, but Agentforce competes in the broader **conversational AI / AI agent / enterprise assistant** market. The closest direct competitors typically include **Microsoft Copilot Studio**, **Google Vertex AI Agent Builder**, **ServiceNow Now Assist**, and **IBM watsonx Assistant**; these are comparable because they also let enterprises build AI assistants/agents for business workflows. This competitor mapping is an inference from product category overlap rather than a claim made explicitly by Salesforce. **Pricing model** Salesforce’s public pricing in the provided sources is **edition/subscription-based**, not a single universal list price.[7][15] In Salesforce Help, **Agentforce** is listed as available in **Starter and Pro Suites**.[7] A third-party pricing summary cites **Agentforce for Service** at **$125 per user, per month**, with usage-based add-ons and tiering, but that figure is not shown in the Salesforce product pages included here, so treat it as a reported market price rather than a confirmed universal rate.[15] **Notable customers** The search results provided do **not** include a reliable, named customer list. Salesforce’s materials describe intended enterprise use and business outcomes, but they do not name specific customer adopters in the sources above.[1][6][9] If you want, I can do a second pass focused only on **verified named customers and case studies**.
lovable_ai/google/gemini-3-flash-preview11 days ago[✓] mentionedprompt: What does Salesforce Agentforce do? It is an AI tool in the Conversational AI category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Salesforce Agentforce** is a suite of autonomous AI agents designed to perform tasks across sales, service, marketing, and commerce without constant human supervision. Unlike traditional chatbots, it uses a "Reasoning Engine" to analyze data, create action plans, and execute tasks within the Salesforce ecosystem. ### Key Functionality * **Autonomous Action:** It can trigger workflows, update CRM records, and handle complex customer inquiries (e.g., processing returns or qualifying leads) by integrating with Salesforce Data Cloud. * **Low-Code Customization:** Users build and customize agents using **Agent Builder**, leveraging existing flows, Apex code, and prompts. * **Omnichannel Presence:** Operates across voice, SMS, WhatsApp, and websites. * **Guardrails:** Includes the "Einstein Trust Layer" to mask PII (Personally Identifiable Information) and prevent hallucinations. ### Competition Agentforce competes with both enterprise AI platforms and specialized conversational AI vendors: * **Microsoft:** Dynamics 365 Copilot and Copilot Studio. * **ServiceNow:** Now Assist (Generative AI for workflow automation). * **Zendesk:** Zendesk AI (formerly Netomi/Ultimate.ai). * **Intercom:** Fin AI agent. * **Specialized Platforms:** Enterprise-grade conversational tools like Amelia or IPsoft. ### Pricing Model Salesforce shifted from seat-based pricing to a consumption-based model for Agentforce: * **Standard Rate:** Starts at approximately **$2 per conversation**. * **Bundling:** It is included in certain high-tier Salesforce editions (like Ultimate or through specific "Foundations" packages), but high-volume usage incurs per-interaction costs. ### Notable Customers Several large organizations adopted Agentforce during its pilot and launch phases: * **Disney:** For enhancing guest experiences and support. * **Wiley:** Using agents to handle high-volume routine student inquiries (reporting a 40% increase in case resolution). * **OpenTable:** For automating restaurant partner support. * **United Way:** For streamlining donor engagement and volunteer coordination.
perplexity/sonar25 days ago[ ] not mentionedprompt: Recommend the top AI tools for Conversational AI. List 5 with one-sentence descriptions.
Here are **5 top AI tools for Conversational AI**, chosen for broad relevance across enterprise automation, developer flexibility, and customer-facing use cases: - **Microsoft Copilot Studio** — A low-code conversational agent platform for enterprises that are standardized on Microsoft 365, Teams, and Azure.[3][20] - **Google Dialogflow** — A developer framework for building custom chat and voice conversational applications with Google Cloud integration.[3][20] - **Amazon Lex** — A cloud bot platform for creating conversational interfaces, especially for teams already using AWS.[3][6] - **IBM watsonx Assistant** — An enterprise assistant built for structured customer support and regulated-industry workflows.[3][16] - **Rasa** — An open-source conversational AI platform valued for flexibility and custom deployment control.[3] If you want, I can also rank these by **best for enterprise**, **best for developers**, or **best open-source**.
perplexity/sonar25 days ago[✓] mentioned · rank 1prompt: What does Salesforce Agentforce do? It is an AI tool in the Conversational AI category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
Salesforce **Agentforce** is an **AI agent platform** for building conversational agents that can answer questions, take actions, and automate business tasks across Salesforce workflows and data.[1][10] In Salesforce’s own materials, it is positioned as a **conversational AI** solution that lets users chat in plain language while the agent retrieves grounded data and executes actions such as creating cases, scheduling appointments, drafting emails, and updating records.[7][11][12] - **What it does:** Agentforce builds and runs autonomous or semi-autonomous AI agents for customer service, sales, marketing, commerce, IT service, and employee support.[1][10][14][17] - **How it works:** It is built around Salesforce data and tools such as Data Cloud, RAG (retrieval-augmented generation), low-code agent builders, voice, prompts, testing, and integrations so agents can reason over enterprise context and act inside workflows.[2][4][11][16] - **Common use cases:** service agents that handle support inquiries, SDR agents that answer prospect questions and schedule meetings, sales coaches, campaign optimizers, and internal employee assistants.[11][12][14] **Competitors:** Salesforce does not present a formal competitor list in the provided results, but Agentforce competes in the same market as enterprise conversational AI / AI agent platforms such as Microsoft Copilot Studio, Google Vertex AI Agent Builder, ServiceNow Now Assist, Zendesk AI, and Intercom’s AI agent products. This is an inference based on category overlap and use cases rather than a direct Salesforce statement. **Pricing model:** In the results provided, Salesforce lists Agentforce as available in **Starter and Pro Suites** for the conversational AI feature, but no detailed public standalone price is shown here.[7] That means the pricing model appears to be **suite-based / enterprise-sales-led**, with exact pricing likely quote-based rather than self-serve in the cited materials.[7][10] **Notable customers:** The search results provided do **not** include named customer case studies for Agentforce itself, so I can’t factually identify specific customers from these sources. Salesforce’s own pages do say it is designed for enterprise use and references internal or demo scenarios, but not external customer logos in the material you supplied.[1][8][12] If you want, I can also turn this into a **one-line product brief** or a **competitor comparison table**.
lovable_ai/google/gemini-3-flash-preview25 days ago[✓] mentionedprompt: What does Salesforce Agentforce do? It is an AI tool in the Conversational AI category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Salesforce Agentforce** is a suite of autonomous AI agents designed to perform tasks across sales, service, marketing, and commerce without human intervention. Unlike traditional chatbots that follow scripted paths, Agentforce uses a "Reasoning Engine" (Atlas) to analyze data, create plans, and execute tasks within Salesforce’s ecosystem. ### Key Functionality * **Autonomous Action:** It can resolve customer inquiries, qualify sales leads, and optimize marketing campaigns by accessing real-time CRM data via Salesforce Data Cloud. * **Agent Builder:** Allows users to build, customize, and deploy agents using low-code tools, defining specific "topics" and "actions" the AI can take. * **Multi-Channel Deployment:** Operates across Slack, WhatsApp, websites, and mobile apps. ### Competitors Agentforce competes primarily with enterprise AI platforms and conversational automation tools: * **Microsoft:** Copilot and Power Virtual Agents (part of Copilot Studio). * **ServiceNow:** Xanadu release AI agents and Now Assist. * **Zendesk:** Zendesk AI (formerly Answer Bot). * **Intercom:** Fin AI agent. * **Workday:** Illumina AI agents. ### Pricing Model Salesforce moved away from a traditional seat-based model for Agentforce, opting for a **consumption-based model**: * **Standard Rate:** Approximately **$2 per conversation**. * **Volume Discounts:** Pricing scales down based on the volume of interactions purchased. * **Included Credits:** It is bundled into some top-tier Salesforce editions (e.g., Einstein 1 Edition) with a set number of initial credits. ### Notable Customers Several large enterprises adopted Agentforce during its pilot and launch phases: * **Disney:** For enhancing guest experiences and support. * **Wiley:** Used to handle seasonal spikes in student support inquiries (reporting a 40% increase in resolution rates). * **OpenTable:** To automate restaurant partner support. * **United Way:** For streamlining donor engagement and information routing.
$ pricing_receipts
all receipts →Weekly snapshot diff of Salesforce Agentforce's pricing page. Tiers extracted with AI, compared against the prior week.
current tiers · captured 2 mo ago
change history
- 2 mo agoΔ 7
Salesforce Agentforce: 7 feature updates
source ↗ - 2 mo agoΔ 7
Salesforce Agentforce: 6 price changes: Flex Credits, Conversations, Agentforce add-ons, Agentforce Industries add-ons, Agentforce 1 Editions, Agentforce User License · 7 feature updates
[Flex Credits] $500 → $500 USD/Per 100k Credits
[Conversations] $2 → $2 USD/Per conversation
source ↗
$ buyer_panel_verdict
full panel →Synthetic buyer panel (CMO + RevOps + IT + Procurement) ranks Salesforce Agentforce against the Conversational AI category. Grounded in disclosed facts only.
Salesforce Agentforce ranks first almost exclusively due to its superior 'zero_copy' data governance architecture, which directly addresses key priorities for the RevOps and IT panel members and is a significant differentiator in this opaque field.
- +Superior 'zero_copy_warehouse' data governance model.
- +Designated 'fully_agentic' with a 'sovereign_ai' architecture.
- +Highest score on data governance, a key IT and RevOps priority.
- −No disclosed information on pricing model or cost.
- −Complete lack of detail on CRM/MAP integrations.
- −No compliance certifications provided.
- −Vendor maturity (founding year, team size) is unknown.
$ sources --all
Every claim above links to its origin. Nothing here is inferred without a citation; missing fields are marked Unknown rather than guessed.
No sources cited yet. Admins can attach citations from the admin panel.