$ stack_track_scores
methodology →$ technical_anatomy
- Wrapper Status
- Fine-Tuned
- Agent Autonomy
- Copilot
- Data Governance
- External Processing
- Deployment
- Unknown
- Data Retention
- Unknown
- Last Detected Update
- 2 days ago
Customized/fine-tuned models on top of base providers.
Suggests; human approves every action.
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_site2 days agof9c9bfa1465f → fc511dad595csrc: Vendor Siteview source ↗pricing3 days ago368df92dd51c → b261fb547749src: Pricing Pageview source ↗vendor_site4 days agofc511dad595c → f9c9bfa1465fsrc: Vendor Siteview source ↗vendor_site7 days agof9c9bfa1465f → fc511dad595csrc: Vendor Siteview source ↗vendor_site16 days ago70861f7e10e3 → f9c9bfa1465fsrc: Vendor Siteview source ↗vendor_site18 days agof9c9bfa1465f → 70861f7e10e3src: Vendor Siteview source ↗vendor_site21 days agofc511dad595c → f9c9bfa1465fsrc: Vendor Siteview source ↗vendor_site23 days agof9c9bfa1465f → fc511dad595csrc: Vendor Siteview source ↗vendor_site24 days agofc511dad595c → f9c9bfa1465fsrc: Vendor Siteview source ↗vendor_site26 days agof9c9bfa1465f → fc511dad595csrc: Vendor Siteview source ↗vendor_site28 days agofc511dad595c → f9c9bfa1465fsrc: Vendor Siteview source ↗security1 mo ago060cf679f96f → 368df92dd51csrc: Security Pageview source ↗release_notes1 mo agob261fb547749 → 368df92dd51csrc: Release Notesview source ↗pricing1 mo ago060cf679f96f → 368df92dd51csrc: Pricing Pageview source ↗vendor_site1 mo agof9c9bfa1465f → fc511dad595csrc: Vendor Siteview source ↗security1 mo ago368df92dd51c → 060cf679f96fsrc: Security Pageview source ↗release_notes1 mo ago368df92dd51c → b261fb547749src: Release Notesview source ↗vendor_site1 mo ago70861f7e10e3 → f9c9bfa1465fsrc: Vendor Siteview source ↗pricing1 mo ago368df92dd51c → 060cf679f96fsrc: Pricing Pageview source ↗vendor_site1 mo agof9c9bfa1465f → 70861f7e10e3src: Vendor Siteview source ↗vendor_site1 mo agofc511dad595c → f9c9bfa1465fsrc: Vendor Siteview source ↗vendor_site1 mo agof9c9bfa1465f → fc511dad595csrc: Vendor Siteview source ↗vendor_site1 mo agofc511dad595c → f9c9bfa1465fsrc: Vendor Siteview source ↗
$ how_ai_describes_us
all drift →Weekly capture of how Gemini and Perplexity answer questions about Iterable. Hallucinations are checked against the verified facts above.
perplexity/sonar1 day ago[ ] not mentionedprompt: Recommend the top AI tools for Cross-Channel Decisioning. List 5 with one-sentence descriptions.
The top AI tools for Cross-Channel Decisioning are **Braze AI Decisioning Studio**, **Salesforce Einstein Decisions**, **Adobe Target**, **Pega Customer Decision Hub**, and **Hightouch AI Decisioning**. 1. **Braze AI Decisioning Studio™**: Optimizes individual customer journeys across email, mobile, SMS, and in-app channels using reinforcement learning to discover behavior drivers and continuously adapt messages [1][12]. 2. **Salesforce Einstein Decisions**: Enables enterprise multichannel marketing automation with AI-driven audience intelligence and journey orchestration across email, mobile, web, social, and advertising [1][7]. 3. **Adobe Target**: Provides decisioning features within Adobe Experience Cloud to orchestrate real-time customer journeys and select next-best actions using unified profiles across email, web, and mobile [1][3]. 4. **Pega Customer Decision Hub**: A leader in enterprise decisioning for regulated industries like banking and insurance, delivering one-to-one personalized experiences across multiple channels [1][6]. 5. **Hightouch AI Decisioning**: Integrates with all marketing channels to deliver one-to-one personalized experiences by activating AI decisioning on unified customer data within a single platform [1][4][6].
perplexity/sonar1 day ago[✓] mentionedprompt: What does Iterable do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
Iterable is an **AI customer engagement platform** that enables brands to build adaptive, **cross-channel customer journeys** which respond to individual intent in real time, eliminating the need for rigid campaign logic [1][2]. Specifically within the **Cross-Channel Decisioning** category, its AI capabilities automatically determine the optimal **channel**, **send time**, and **frequency** for every individual to maximize engagement and prevent fatigue [3]. The platform uses an agentic AI layer called **Nova** (including Nova Agent and Nova Decisioning) to read customer signals, decide on next actions, and activate personalized experiences across email, SMS, push, and in-app channels without technical friction [4][5]. ### Key Competitors Iterable competes with other **cross-channel marketing automation** and **journey orchestration** platforms, particularly those that move beyond traditional Email Service Providers (ESPs) to unify SMS, push, and in-app messaging: * **Braze:** A primary competitor focused on enterprise cross-channel engagement and mobile-first journeys [7][15]. * **Customer.io:** Competes in real-time customer engagement and journey automation [7]. * **mParticle / Netcore:** Overlap in cross-channel data and orchestration capabilities [7]. * **Traditional ESPs with expanded channels:** While focused on email, platforms like **Mailchimp** and **Klavioto** are increasingly competing in cross-channel spaces, though Iterable is distinguished by its deeper enterprise focus and unified decisioning logic [7]. ### Pricing Model Iterable does not offer a free tier and uses a **custom quote** model based on **Monthly Active Users (MAUs)** and **message volume** [7]. * **Entry Cost:** Contracts typically start around **$25,000/year** for mid-sized companies [7]. * **Scaling:** Pricing increases as additional channels (e.g., SMS) are added or user counts grow [7]. * **Target Audience:** The platform is built specifically for **enterprise-scale** organizations [9]. ### Notable Customers More than **1,200 global brands** rely on Iterable, including leading companies in travel, retail, health, and technology [10]. Notable customers include: * **DoorDash** (Food delivery) [13] * **Zillow** (Real estate) [13] * **Box** (Cloud storage) [10][13] * **Calm** (Health/Meditation) [13] * **Fabletics** (Fitness apparel) [10] * **Priceline** (Travel) [10] * **Madison Reed** (Hair color) [13] * **Blockchain** (Crypto/Finance) [10] Iterable distinguishes itself by ingesting raw event data from partners like **Segment**, **Mixpanel**, and **Salesforce** to trigger complex "If/Then" logic without engineering support [7].
lovable_ai/google/gemini-3-flash-preview1 day ago[✓] mentioned⚠ 1 hallucinationprompt: What does Iterable do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Iterable** is a cross-channel customer engagement platform that uses AI and automation to help marketers orchestrate personalized communication across email, SMS, push notifications, in-app messaging, and social media. ### Core Functionality * **Cross-Channel Orchestration:** Centralizes customer data to trigger real-time messages based on user behavior. * **AI & Personalization:** Its AI engine, **Iterable AI**, offers predictive goals, optimal send-time optimization, and automated catalog recommendations to individualize content. * **Data Integration:** Utilizes a flexible data schema to ingest data from warehouses (like Snowflake) and CDPs (like Segment) without requiring manual CSV uploads. * **Journey Mapping:** A drag-and-drop workflow builder for designing complex customer lifecycles. ### Competitors Iterable competes with both legacy marketing clouds and modern engagement platforms: * **Braze:** Its primary direct competitor in the cross-channel engagement space. * **Klaviyo:** Frequently competes for e-commerce and retail business. * **Salesforce Marketing Cloud:** The legacy enterprise incumbent. * **Adobe Journey Optimizer:** Competitive in the high-end enterprise segment. * **Customer.io:** A competitor for tech-forward B2B and SaaS companies. ### Pricing Model Iterable uses a **tiered subscription model** based on the following variables: * **Message Volume:** The total number of emails, SMS, or push notifications sent per month. * **Active Users:** The number of unique profiles stored in the platform. * **Add-on Features:** Modules like Advanced AI, SMS services, and premium support carry additional costs. Pricing is not publicly listed and requires a custom quote (typically starting in the mid-five-figure range annually). ### Notable Customers Iterable scales from mid-market to large enterprises. Key clients include: * **DoorDash** * **Zillow** * **Pritikin** * **Redfin** * **Fender** * **Glassdoor**
- [pricing_model] claimed: Iterable uses a tiered subscription model based on message volume, active users, and add-on features. Pricing is not publicly listed and requires a custom quote. → actual: null
perplexity/sonar15 days ago[ ] not mentionedprompt: Recommend the top AI tools for Cross-Channel Decisioning. List 5 with one-sentence descriptions.
The top AI tools for Cross-Channel Decisioning include **BrazeAI Decisioning Studio™**, **Salesforce Einstein Decisions**, **Adobe Target’s decisioning features**, **Pega Customer Decision Hub**, and **Hightouch AI Decisioning**, which are specifically cited as the best platforms for optimizing individual-level journeys across channels [2]. 1. **BrazeAI Decisioning Studio™**: Optimizes customer journeys at the individual level across all channels by selecting the best next action based on real-time context [2]. 2. **Salesforce Einstein Decisions**: Uses AI to rank available next actions across channels and select the one most likely to achieve the desired outcome for each customer [2]. 3. **Adobe Target’s decisioning features**: Enables real-time evaluation of customer history to rank and choose the optimal cross-channel response for personalized engagement [2]. 4. **Pega Customer Decision Hub**: Processes customer behavior, ranks potential responses, and triggers the best action through the most suitable channel based on context [2]. 5. **Hightouch AI Decisioning**: Provides AI-driven real-time decisioning that closes the gap between data and execution by predicting, selecting, and delivering the right message across channels [2].
perplexity/sonar15 days ago[✓] mentionedprompt: What does Iterable do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
Iterable is an **AI customer engagement platform** that unifies customer data and powers intelligent, real-time **cross-channel journeys** using agentic AI features like **Next Best Action**, **Predictive Goals**, and **Brand Affinity** to make autonomous, personalized decisions for every user[1][5]. Its core AI layer, **Nova Decisioning**, automatically optimizes channel selection, send timing, and message frequency by learning from real customer behavior and engagement patterns[2][4]. | **Aspect** | **Details** | | **Competitors** | **Blueshift** is a primary alternative, chosen for its unified data platform and native CDP, whereas Iterable relies mainly on event/behavioral data without a native CDP layer[3][9]. Other competitors in the cross-channel decisioning space include **Customer.io** and **Braze**, though Blueshift is explicitly cited as the main alternative due to segmentation and data unification limitations in Iterable[3]. | | **Pricing Model** | **Channel and Send Time Decisioning** are included in **all plans**; **Frequency Decisioning** is available only to **Premium AI Suite** users[2]. The platform does not publish specific per-user prices, operating under a **custom enterprise pricing** model (request a demo) for its 1,200+ global brands[8][9]. | | **Notable Customers** | **Priceline**, **Fabletics**, **Box**, **Blockchain**, **Cinemark**, **Fender**, **Redfin**, and **Reserve Bar** are confirmed global brands using Iterable for cross-channel experiences[7][8][9]. | Iterable is purpose-built for enterprise-scale, agentic marketing, enabling AI agents to handle ongoing analysis and execution while marketers focus on strategy and goals[5]. It surpassed **one trillion customer interactions** in 2025, serving over 1,200 brands as the backbone of their engagement programs[9].
lovable_ai/google/gemini-3-flash-preview15 days ago[✓] mentionedprompt: What does Iterable do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Iterable** is a cross-channel customer engagement platform that uses AI and automation to orchestrate personalized marketing campaigns across email, SMS, push notifications, in-app messaging, and social media. ### Key Functionality * **Cross-Channel Decisioning:** Uses "Iterable AI" (Smart Hub) to determine the optimal channel, message content, and send time for individual users based on real-time behavior. * **Workflow Studio:** A visual canvas for building complex lifecycle journeys (onboarding, cart abandonment, re-engagement). * **Data Integration:** Ingests high-volume first-party data from CDPs and warehouses to create dynamic user segments. * **AI Optimization:** Includes features like *Brand Affinity* (scoring user loyalty) and *Copy Assist* (generative AI for subject lines and body text). ### Main Competitors In the cross-channel marketing automation space, Iterable primarily competes with: * **Braze** (Direct enterprise competitor) * **Customer.io** (Commonly used by mid-market/tech-focused teams) * **Klaviyo** (Focuses on e-commerce/retail) * **Salesforce Marketing Cloud** / **Adobe Journey Optimizer** (Legacy enterprise stacks) ### Pricing Model Iterable does not publish fixed pricing. It uses a **custom enterprise subscription model** typically based on: 1. **User Reach:** The total number of unique monthly active users (MAU) or profiles in the database. 2. **Message Volume:** The quantity of messages sent across various channels (email, SMS, etc.). 3. **Add-ons:** Fees for advanced features like AI-driven optimization or premium support. ### Notable Customers Iterable scales to enterprise-level volume and is widely used by high-growth B2C companies, including: * **DoorDash** * **Zillow** * **Priceline** * **Redfin** * **Fender** * **Calm**
$ pricing_receipts
all receipts →Weekly snapshot diff of Iterable'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 Iterable against the Cross-Channel Decisioning category. Grounded in disclosed facts only.
Iterable is un-rankable for a serious evaluation due to an extreme lack of disclosed information across nearly every critical criterion, making it a high-risk and non-transparent choice for the buying panel.
- +Discloses 'copilot' agentic level.
- +Vendor's model status is specified as 'fine_tuned'.
- −Profound lack of disclosed information on pricing, integrations, and compliance.
- −No information on channel coverage or notable customers.
- −No vendor maturity signals like founding year or team size.
- −Very low transparency score based on provided index.
$ 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.