$ stack_track_scores
methodology →$ technical_anatomy
- Wrapper Status
- Fine-Tuned
- Agent Autonomy
- Semi-Autonomous
- Data Governance
- External Processing
- Deployment
- Unknown
- Data Retention
- Unknown
- Last Detected Update
- 1 day ago
Customized/fine-tuned models on top of base providers.
Acts within guardrails; human reviews outputs.
Data is sent to vendor infrastructure for processing.
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
vendor_site1 day ago3ded3d3387ce → 5dd556367fe2src: Vendor Siteview source ↗release_notes1 day ago4b83ca3dab43 → 6c7e94b13f15src: Release Notesview source ↗security1 day ago4b83ca3dab43 → 6c7e94b13f15src: Security Pageview source ↗privacy_policy1 day ago4b83ca3dab43 → 6c7e94b13f15src: Privacy Policyview source ↗pricing1 day ago4b83ca3dab43 → 6c7e94b13f15src: Pricing Pageview source ↗vendor_site4 days ago6e10e77513c7 → 3ded3d3387cesrc: Vendor Siteview source ↗release_notes4 days ago25dd18ee8b22 → 4b83ca3dab43src: Release Notesview source ↗security4 days ago9a85904260c4 → 4b83ca3dab43src: Security Pageview source ↗privacy_policy4 days ago04cfe0df1a1a → 4b83ca3dab43src: Privacy Policyview source ↗pricing4 days ago9d0bf270885e → 4b83ca3dab43src: Pricing Pageview source ↗pricing4 days ago9d0bf270885e → 4b83ca3dab43src: Pricing Pageview source ↗vendor_site8 days ago4fb7d6a3fb69 → 6e10e77513c7src: Vendor Siteview source ↗vendor_site10 days ago7aa08d1067ba → 4fb7d6a3fb69src: Vendor Siteview source ↗vendor_site13 days ago148947480606 → 7aa08d1067basrc: Vendor Siteview source ↗vendor_site16 days agobb569c9136c4 → 148947480606src: Vendor Siteview source ↗vendor_site18 days ago72966685bc49 → bb569c9136c4src: Vendor Siteview source ↗vendor_site19 days agoe1514700ddf3 → 72966685bc49src: Vendor Siteview source ↗vendor_site21 days ago314cf877f5a0 → e1514700ddf3src: Vendor Siteview source ↗vendor_site23 days ago6be1d615a415 → 314cf877f5a0src: Vendor Siteview source ↗vendor_site24 days ago70ebb652c271 → 6be1d615a415src: Vendor Siteview source ↗vendor_site26 days agod4a5dd2dc19b → 70ebb652c271src: Vendor Siteview source ↗vendor_site28 days ago707ee914adf6 → d4a5dd2dc19bsrc: Vendor Siteview source ↗privacy_policy29 days ago5245cc3bf2f6 → 04cfe0df1a1asrc: Privacy Policyview source ↗release_notes29 days ago7f6c3483627c → 25dd18ee8b22src: Release Notesview source ↗vendor_site1 mo ago0744dccf3bea → 707ee914adf6src: Vendor Siteview source ↗release_notes1 mo ago25dd18ee8b22 → 7f6c3483627csrc: Release Notesview source ↗privacy_policy1 mo ago04cfe0df1a1a → 5245cc3bf2f6src: Privacy Policyview source ↗vendor_site1 mo ago9b7f13250fe0 → 0744dccf3beasrc: Vendor Siteview source ↗vendor_site1 mo ago31f49d3da3ee → 9b7f13250fe0src: Vendor Siteview source ↗vendor_site1 mo agoee6254168613 → 31f49d3da3eesrc: Vendor Siteview source ↗vendor_site1 mo ago7bf18af2c37a → ee6254168613src: Vendor Siteview source ↗
$ how_ai_describes_us
all drift →Weekly capture of how Gemini and Perplexity answer questions about Intercom Fin. Hallucinations are checked against the verified facts above.
perplexity/sonar1 day ago[ ] not mentionedprompt: Recommend the top AI tools for Conversational AI. List 5 with one-sentence descriptions.
Here are the top 5 AI tools for Conversational AI, selected for their industry leadership and specific strengths: 1. **Microsoft Copilot Studio** is the overall top pick for enterprises, offering a low-code platform to build conversational agents with deep integration into Teams, Microsoft 365, and Azure [4][8]. 2. **Salesforce Einstein Copilot** ranks first for CRM-focused workflows by grounding conversational answers directly in Salesforce objects and knowledge sources without custom agent work [2]. 3. **Retell AI** is the best overall platform for AI voice agents and call operations, featuring standout call quality and a solid telephony stack for high-volume use [3]. 4. **Google Dialogflow CX** is the advanced conversational AI platform designed for developers, providing a scalable, flow-based interface for building sophisticated multichannel virtual agents [6]. 5. **Arahi AI** is the leading assistant for action-oriented conversations, connecting to 1,500+ apps to draft emails, update CRMs, and book meetings directly from chat [5].
perplexity/sonar1 day ago[✓] mentioned⚠ 1 hallucinationprompt: What does Intercom Fin 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.
Intercom Fin is an **autonomous AI agent** (not just a chatbot) that resolves customer support and sales inquiries end-to-end by using your company’s existing support content to provide accurate, conversational answers across channels like chat, email, WhatsApp, SMS, phone, and Slack [1][3][7]. It operates in two primary modes: **Fin for Service**, which handles complex customer questions and resolves issues instantly, and **Fin for Sales**, which guides prospects through discovery, qualifies leads, and books meetings while syncing with your CRM [1]. ### Core Capabilities * **Autonomous Resolution:** Fin resolves **50–70%** of support conversations without human intervention by retrieving data, taking actions (e.g., updating accounts, processing refunds), and following custom "Procedures" for multi-step tasks like damaged order claims [3][7][12]. * **Safety & Accuracy:** Powered by Intercom’s proprietary **Apex** model and the **Fin AI Engine**, it balances high resolution rates with low hallucination rates by validating answers against your specific support content [1][3][9]. * **Seamless Integration:** It works natively with Intercom but can also sit on top of other helpdesks like **Salesforce, Zendesk, and HubSpot** without requiring a platform migration [3][15]. ### Competitors Fin competes directly with other **autonomous AI customer service agents** and advanced conversational AI platforms, including: * **Zendesk AI** (formerly Zendesk Answer Bot) * **Salesforce Service Cloud AI** (including Einstein) * **HubSpot AI** * **Inkeep** (specifically compared in head-to-head tests regarding multideesk integration) [3][15] * Intercom claims Fin **consistently outperforms competitors** in head-to-head tests for resolving complex queries and delivering higher-quality answers [5][8]. ### Pricing Model Fin uses a **pay-per-outcome** model rather than a traditional per-seat license for the AI itself, though human seat costs apply separately: * **Base AI Cost:** **$0.99 per outcome** (e.g., a resolved issue, a qualified lead, or a handoff) [3][14]. * **Volume Minimum:** A **50-outcome monthly minimum** is required if you run Fin on a non-Intercom helpdesk (e.g., Salesforce or Zendesk) [3]. * **Seat Cost:** **+ $19 per seat/month** for human agents using the Intercom platform [2]. * **Outcome Variations:** While most outcomes are ~$0.99, **Qualification** (qualifying a sales lead) is priced higher at **~$9.99** per outcome [3]. ### Notable Customers Fin is trusted by forward-thinking companies including: * **Anthropic** * **Clay** * **Lightspeed** * **Rocket Money** * **Gamma** [2]
- [agentic_level] claimed: autonomous AI agent → actual: semi_autonomous
lovable_ai/google/gemini-3-flash-preview1 day ago[✓] mentionedprompt: What does Intercom Fin 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.
**Intercom Fin** is an AI-powered customer service bot designed to resolve support inquiries automatically by crawling a company’s existing knowledge base and help articles. ### Core Functionality * **Automated Resolutions:** It uses Large Language Models (LLMs), including OpenAI’s GPT-4, to answer customer questions instantly using only a company's verified content. * **Triaging:** When Fin cannot answer a query, it seamlessly hands the conversation off to a human agent with a summary of the interaction. * **Knowledge Sync:** It can ingest content from external sources like Zendesk, Help Scout, or public URLs to build its brain. ### Competitors Fin competes with other AI-driven support agents and conversational platforms, including: * **Ada:** An automated customer service platform focused on enterprise scalability. * **Zendesk AI:** Built-in AI features for the Zendesk ecosystem. * **Forethought:** A generative AI platform for the entire support lifecycle. * **ManyChat / Drift:** While focused more on marketing/sales, they compete in the automated chat space. ### Pricing Model Intercom utilizes a **performance-based pricing** model for Fin: * **Cost:** $0.99 per **Resolution**. * **Definition of Resolution:** Intercom only charges if Fin provides an answer and the customer does not subsequently ask to speak to a human or reopen the conversation within a set timeframe. * **Base Subscription:** Users must also pay for a base Intercom plan (e.g., "Essential," "Advanced," or "Expert") to access the Fin feature. ### Notable Customers Intercom's AI solutions are used by a variety of tech-forward companies, including: * **Canny** * **Printful** * **Guru** * **Expensify** * **Wolfe**
perplexity/sonar8 days ago[ ] not mentionedprompt: Recommend the top AI tools for Conversational AI. List 5 with one-sentence descriptions.
Here are five top AI tools for Conversational AI, selected for their reliability and breadth of capabilities: 1. **ChatGPT**: It remains the broadest default option and is the strongest at instruction following for a wide range of conversational tasks [1][14]. 2. **Claude**: It leads in writing quality and long-form reasoning, making it ideal for complex conversational interactions and coding assistance [1][14]. 3. **Microsoft Copilot Studio**: It is the best overall for building enterprise conversational agents and copilots using no-code authoring with Microsoft Dataverse and Azure integration [2]. 4. **Google Dialogflow**: It is a powerful natural language understanding platform tailored for creating multimodal voice and text-based conversational interfaces across multiple platforms [6][10]. 5. **Yellow.ai**: It is the best solution for omnichannel customer service at scale, enabling resolution-focused conversations across languages for enterprise automation [3][9].
perplexity/sonar8 days ago[✓] mentionedprompt: What does Intercom Fin 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.
**Intercom Fin** is an AI agent designed specifically for **customer service** that automatically resolves customer issues by delivering safe, accurate, conversational answers based **solely on a company's own support content** (such as help articles, FAQs, and internal docs) rather than the open internet [2][4]. It uses a **retrieval-augmented generation (RAG)** system to ingest content, retrieve the right passages, and generate grounded responses to resolve up to **50% of support queries instantly** while minimizing hallucinations [1][2][7]. Fin operates across multiple channels including **chat, email, voice/phone, WhatsApp, Slack, and social media**, and can escalate to human agents when it lacks confidence [4][13][14]. ### Key Capabilities | Feature | Description | |---------|-------------| | **Knowledge Source** | Answers only from your Help Center, PDFs, webpages, and custom snippets [1][4] | | **Resolution Rate** | Resolves 41%–50% of queries on average [2][7] | | **Languages** | Fluent in **45+ languages** [10][13] | | **Advanced Actions** | Can perform complex multi-step tasks like damaged order claims or account troubleshooting via "Procedures" [12] | | **Latest Version** | **Fin 2** (unveiled recently) offers faster knowledge learning, tone-of-voice adaptation, and AI-generated insights [10] | ### Competitors Fin competes with AI customer service platforms and conversational AI tools, including: * **Zendesk AI** (formerly Zendesk Answer Bot) * **Salesforce Service Cloud Einstein** * **Ada** * **Kustomer AI** * **Helpmaster** and other RAG-based support bots Intercom claims Fin consistently **outperforms competitors in head-to-head tests** for resolution rates and hallucination reduction [3][6]. ### Pricing Model Fin uses a transparent **per-outcome pricing model**: * **$0.99 per resolution** (you only pay if Fin successfully resolves the issue) [4][10] * **Free if unresolved**: If Fin cannot answer and routes to a human, the interaction is **free** [4][10] * **Base fee**: Some plans include a **$49 base monthly fee** (in addition to the per-resolution cost) [4] * **Sales outcomes**: Qualification/disqualification for sales prospects are priced at **$9.99 per outcome** (currently limited to Intercom platforms) [4] ### Notable Customers While Intercom does not publish a comprehensive public list of "notable customers" specifically for Fin in the search results, the company states that Fin is **"one of the most capable and widely deployed AI agents on the market"** with thousands of companies using it [4]. Intercom's general customer base includes major brands like **Shopify, McAfee, and Buffer**, which use the Intercom platform (and likely Fin) for customer support [4].
lovable_ai/google/gemini-3-flash-preview8 days ago[✓] mentionedprompt: What does Intercom Fin 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.
**Intercom Fin** is an AI customer service bot built on OpenAI’s GPT-4. It is designed to act as a frontline support agent by ingesting a company’s existing help center articles and documentation to provide immediate, conversational answers to customer inquiries. ### Key Functionality * **Knowledge Retrieval:** It scans a company's unique knowledge base to answer questions, rather than relying on general world knowledge. * **Human Handoff:** If Fin cannot resolve an issue, it automatically routes the conversation to a human agent with a summary of the interaction. * **Safety/Accuracy:** It is engineered to minimize "hallucinations" by only using the provided source material and citing the specific articles used for the answer. ### Competitors Fin competes in the customer support automation and AI chatbot market. Primary competitors include: * **Zendesk** (Advanced AI and Answer Bot) * **Ada** * **Kustomer** (Kustomer IQ) * **Forethought** (Solve) * **Help Scout** ### Pricing Model Intercom uses a **performance-based pricing model** for Fin: * **Cost:** $0.99 per "Successful Resolution." * **Definition of Resolution:** A resolution is counted if the customer confirms the answer was helpful or if they exit the conversation without requesting a human agent or opening another ticket within a set timeframe. * **Base Subscription:** Users must also pay for a standard Intercom plan (Pro, Premium, or custom) to access the Fin feature. ### Notable Customers Intercom’s AI and platform tools are used by a variety of tech-forward companies, including: * **Expensify** * **Canva** * **Coda** * **Unity** * **Descript**
$ pricing_receipts
all receipts →Weekly snapshot diff of Intercom Fin's pricing page. Tiers extracted with AI, compared against the prior week.
$ buyer_panel_verdict
full panel →Synthetic buyer panel (CMO + RevOps + IT + Procurement) ranks Intercom Fin against the Conversational AI category. Grounded in disclosed facts only.
Offers a less autonomous agent which may be suitable for simpler tasks, but it presents a poor value proposition due to significant gaps in data governance, integrations, and commercial transparency.
- +Identified as a 'semi_autonomous' agent, which could align with a phased adoption strategy.
- −Scores low on 'agentic_autonomy', a key priority for growth teams.
- −Uses 'external_processing', which is a risk for data governance.
- −No transparency on pricing, compliance, integrations, or vendor history.
- −Indistinguishable from other low-ranking vendors based on provided facts.
$ 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.