Sentaiment vs SMB Sales Boost

Echo Score

The Echo Score is a proprietary, quantified metric that represents your brand's clarity across AI models. It is a single, data-driven number derived from sentiment analysis, accuracy ratings, and consistency checks, providing an immediate benchmark for your brand's AI perception health and a baseline for measuring improvement over time.

Multi-Model Parallel Analysis

This feature conducts simultaneous, direct queries across all major LLM interfaces, including ChatGPT, Claude, Gemini, Perplexity, Grok, and Llama. It provides a side-by-side comparative analysis, highlighting variances in narrative, sentiment, and factual reporting between different models, which is critical for comprehensive brand monitoring.

Perceived Attributes & Sentiment Breakdown

The platform delivers a detailed taxonomy of how AI models describe your brand's core attributes, such as market positioning, brand values, and tone of voice. This is paired with granular sentiment scoring (positive, neutral, negative) for each attribute, offering precise insight into the emotional context of AI-generated brand descriptions.

Model-Specific Suggested Actions

Beyond diagnostics, Sentaiment provides prioritized, actionable recommendations tailored to each LLM's output. These data-driven fixes are ranked by potential impact and explain the reasoning, guiding teams on specific content updates, SEO adjustments, or knowledge base submissions to correct misrepresentations effectively.

Daily Fresh Lead Delivery

The system automatically sources and processes new business registrations every single day, delivering a curated list of fresh leads directly to a user's inbox. This automated pipeline ensures a consistent flow of opportunities, with an average of nearly 10,000 new leads added daily. The data includes verified email and phone contact information, providing sales teams with actionable intelligence on businesses that are so new they are absent from legacy databases like Apollo or ZoomInfo, fundamentally eliminating competition for initial outreach.

AI-Powered Keyword & Category Filtering

Users can precisely target their ideal prospects using intelligent filtering across a vast database of over 1,200 specific SMB categories, including restaurants, law firms, realtors, salons, and contractors. This goes beyond simple industry codes, utilizing AI to scan and categorize businesses based on registration details and keywords. This granular control allows for highly segmented lead lists, ensuring marketing and sales efforts are focused on the most relevant new businesses that match a user's specific service or product offerings.

Automation-First API & AI Agent Integration

SMB Sales Boost provides full programmatic access via a comprehensively documented REST API featuring over 35 endpoints. This allows for custom integration into any CRM, email sequencing tool, or dialer. Crucially, it offers native integration for AI agents through an official MCP server and a published Claude Code skill. This enables AI agents to directly query, filter, and retrieve live lead data as part of an autonomous workflow, turning outbound prospecting into a fully automated, data-driven pipeline.

Verified Contact Data & Export Flexibility

All leads consist of contact data collected and verified from multiple direct sources at the point of business registration. The platform provides multiple export options, including CSV, JSON, and Excel formats, ensuring seamless compatibility with any Customer Relationship Management (CRM) system or sales engagement platform. This eliminates manual data entry and allows for the immediate ingestion of fresh leads into existing sales tech stacks for rapid outreach initiation.

Proactive Brand Narrative Management

Marketing and PR teams use Sentaiment to audit and proactively shape how their brand is described by AI. By identifying discrepancies between intended messaging and AI-generated narratives, teams can implement strategic content updates to ensure consistency and accuracy before these perceptions reach a broad audience.

Competitive Intelligence and Benchmarking

The Competitive Echo feature allows brands to analyze not only their own AI perception but also that of key competitors. This use case enables teams to identify competitive advantages, uncover gaps in competitors' AI presence, and strategically position their brand to outperform rivals in AI-driven vendor research.

AI Readiness and Website Optimization

Organizations employ Sentaiment's AI Readiness Evaluator to audit their digital footprint. This analysis determines if their website and public content are structured and optimized for AI discovery and accurate interpretation, providing a technical roadmap for SEO and content strategy adjustments to improve AI comprehension.

Agency Client Reporting and Strategy

Marketing and communications agencies utilize Sentaiment to provide tangible, data-backed reports to clients on their AI brand health. The platform's trend tracking and Echo Score metrics offer clear, quarterly KPIs to demonstrate the value of ongoing content and digital strategy work in the context of AI influence.

B2B Sales Team Prospecting

Sales teams targeting the SMB market can use SMB Sales Boost to build a pipeline of entirely new, uncontacted businesses. By accessing leads daily, reps can be the first to make contact with decision-makers at companies that are actively in a buying cycle for essential services like insurance, payment processing, SaaS tools, or office supplies, dramatically increasing conversion rates by avoiding established vendor lock-in.

Marketing Agency Lead Generation

Digital marketing, web design, and SEO agencies can leverage the platform to identify newly launched businesses that immediately require online presence services. Filtering by location and category allows agencies to target specific verticals, such as new restaurants needing websites or local contractors seeking local SEO, enabling hyper-targeted, timely outreach that addresses a prospect's most urgent foundational needs.

AI-Powered Automated Sales Workflows

Developers and sales operations teams can integrate the SMB Sales Boost API or MCP server into AI agent frameworks. This allows for the creation of fully automated workflows where an AI agent continuously pulls in fresh leads, qualifies them based on custom criteria, enriches the data, and initiates personalized email or SMS sequences without human intervention, scaling outbound efforts efficiently.

Freelancer & Consultant Client Acquisition

Freelancers (e.g., accountants, business coaches, IT consultants) and independent consultants can use the service to find newly registered businesses in their local area or niche. This provides a steady stream of potential clients who likely lack established professional service partnerships, presenting an opportunity to become a trusted advisor from the company's inception.

Sentaiment is an AI brand perception monitoring and management platform engineered for marketing, communications, PR agencies, and enterprise teams. It provides comprehensive, technical visibility into how leading large language models (LLMs) like OpenAI's ChatGPT, Anthropic's Claude, Google's Gemini, Perplexity, xAI's Grok, and Meta's Llama represent a brand. The platform operates by executing direct, parallel queries across these models using a proprietary library of over 50 real-world brand scenarios, delivering a complete multi-model analysis within five minutes. Its core value proposition is to eliminate guesswork in the AI age by giving brands the data, clarity, and control needed to proactively manage their narrative before it influences market opinion. Sentaiment identifies critical risks from misrepresentation or factual inaccuracy, uncovers strategic opportunities for improved positioning, and delivers model-specific, actionable guidance to align AI-generated perceptions with intended brand messaging.

SMB Sales Boost is a specialized B2B leads database engineered to provide a decisive first-mover advantage in sales prospecting. Its core function is the daily aggregation and delivery of contact data for newly registered small-to-medium businesses (SMBs) across all 50 US states. The platform's fundamental value proposition lies in its exclusive focus on fresh business registrations, sourcing data daily to ensure sales teams access email addresses and phone numbers before these new market entrants appear in traditional, stale databases used by competitors. This targets the critical window of opportunity when a new business is actively seeking vendors and has no established supplier relationships. The product is built for B2B sales teams, marketing agencies, freelancers, and consultants who sell products or services to the SMB sector. Beyond raw data delivery, SMB Sales Boost is architected for modern sales workflows, featuring AI-powered filtering across an extensive taxonomy of over 1,200 SMB categories, multiple export formats for CRM compatibility, and a comprehensive, fully documented REST API. A key differentiator is its native integration capability with AI agents via an official MCP (Model Context Protocol) server and a Claude Code skill, enabling the direct piping of live lead data into automated, agentic sales pipelines. This combination of ultra-fresh data, intelligent filtering, and automation-ready access defines its technical edge in the market.

How does Sentaiment gather its data on my brand?

Sentaiment gathers data by executing a proprietary set of over 50 real-world, brand-specific query scenarios directly through the public interfaces of each major LLM (ChatGPT, Claude, Gemini, etc.). It does not scrape search results or rely on third-party data; it performs parallel, live queries to simulate how potential customers are actually using AI to research your brand.

What is an "Entity" in my pricing plan?

An "Entity" refers to a single, distinct brand, product, or company name that you configure Sentaiment to monitor. For example, a company and its flagship product would typically be two separate entities. Pricing tiers are based on the number of entities you can track and analyze simultaneously within the platform.

How quickly can I see changes after implementing suggested actions?

The time for changes to propagate through AI models varies based on the model's update cycle and the nature of the fix. Sentaiment's Trend Tracking feature allows you to measure progress systematically. For models like ChatGPT, updates to public knowledge can be reflected within days to weeks after source content is updated and re-indexed.

Does Sentaiment modify AI outputs directly?

No. Sentaiment is a monitoring and diagnostic platform. It does not directly alter or edit the data within an LLM. Instead, it provides specific, actionable recommendations for you to implement at the source--such as updating your website, submitting corrections to knowledge bases, or refining public content--which then influences how AI models learn and respond over time.

How is SMB Sales Boost different from other lead providers like Apollo?

Traditional providers like Apollo aggregate and recycle existing business data, which is often years old, leading to outdated contacts and high competition. SMB Sales Boost focuses exclusively on newly registered businesses, sourcing fresh registrations daily. This means you get contact information for companies that do not yet exist in those legacy databases, giving you a first-mover advantage with higher conversion rates and virtually no competitor outreach.

What is the source of your lead data?

Our lead data is sourced directly from multiple public and proprietary streams that track new business registrations across all 50 US states. We collect and verify this information daily at the point of registration, which includes pulling from official state filings and other business registration sources to ensure the data is as fresh and accurate as possible upon delivery.

How can I integrate this data with my AI sales agent?

We offer multiple integration paths for AI agents. For Claude users, we provide a published Claude Code skill on GitHub for direct API access. For broader AI agent compatibility, we offer an official MCP (Model Context Protocol) server that allows any MCP-compatible agent (e.g., using OpenAI's Assistants API, Cline) to connect directly and query our live database. Our fully documented REST API also allows for custom agent builds.

What is your data accuracy and refund policy?

We prioritize data accuracy by sourcing fresh registrations daily and verifying contact details from multiple points. To back our service, we offer a "no questions asked" 30-day money-back guarantee. If you are unsatisfied with the service for any reason within the first 30 days of your subscription, you can request a full refund, ensuring a risk-free trial of our platform.

Sentaiment is an AI brand perception platform within the marketing technology category. It provides automated audits of how major large language models represent a brand, delivering actionable insights to align AI-generated narratives with intended messaging. Users may explore alternatives for various reasons, including budget constraints, specific feature requirements not addressed by a single platform, or the need for integration with an existing martech stack. Different organizational sizes and maturity levels in AI governance also drive the search for tailored solutions. When evaluating an alternative, key considerations should include the scope of AI models audited, the depth and actionability of the diagnostic reporting, the platform's methodology for testing brand scenarios, and the specificity of its corrective guidance. The ability to track perception changes over time and the security of the data handling process are also critical technical specifications.

SMB Sales Boost is a specialized B2B leads database and intelligence platform within the marketing technology category. It focuses on providing contact data for newly registered small-to-medium businesses across the United States, sourced from fresh business registrations to ensure data recency and competitive advantage. Users may explore alternatives for various reasons, including budget constraints, specific feature requirements not covered by the core offering, or the need for integration with a particular tech stack or CRM ecosystem. Some may seek platforms with different data sourcing methodologies, broader international coverage, or more advanced analytics and reporting layers beyond basic lead delivery. When evaluating an alternative solution, key criteria should include the freshness and sourcing methodology of the business contact data, the depth and accuracy of firmographic filtering available, the flexibility of data export formats and API capabilities for automation, and the overall platform's security and compliance standards. The ideal tool should align with your specific sales workflow and data consumption needs.