Top Chatbot Companies in the United States
From Silicon Valley’s AI labs to New York’s enterprise consultancies and Austin’s fast-growing startup scene, the United States is a global hub for building high-performing chatbots and conversational AI platforms.
On Clutch, you can compare verified U.S. chatbot providers by reviews, tech stack, industry focus, and pricing to find the right fit for your roadmap — from customer support chatbots to complex, enterprise chatbot services with CRM and data-layer integrations. Our rigorous vetting process includes client interviews, portfolio checks, and service-line validation, so you can shortlist with confidence. Use filters to narrow by budget, location, framework, and industry expertise. Start with these helpful directories:
• Global Top Chatbot Companies
• Chatbot Companies in San Francisco
15 Leaders 15 Contenders
2,046 Companies
Best Chatbot Companies in the US
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$5,000+$25 - $49 / hr10 - 49Cupertino, CA
Services provided
10% AI Consulting10% AI Development10% Blockchain +710% Cloud Consulting & SI10% Custom Software Development10% Cybersecurity10% E-Commerce Development10% IT Strategy Consulting10% IoT Development10% Mobile App DevelopmentFocus Areas
10% Chatbots & Conversational AI40% Machine Learning20% Cognitive Computing +220% Natural Language Processing10% RoboticsSee all 1 projectsDeemsoft is a technology company specializing in AI-driven marketing solutions. Reviews highlight their strong expertise, project management skills, and commitment to delivering quality and timely work. While bugs were initially present, Deemsoft's responsiveness ensured quick resolutions. Overall, 100% of the feedback is positive, emphasizing their knowledgeable team and effective lead generation outcomes.
Industry Experience
Deemsoft has demonstrated expertise in the IT Services industry, particularly in AI marketing solutions for construction and property management sectors. Clients appreciate their knowledgeable team and commitment to quality, resulting in improved lead generation and customer acquisition. Overall sentiment reflects a strong capability to deliver on time, although minor initial bugs were noted, they were promptly addressed. This indicates a strong alignment for businesses seeking innovative IT solutions, especially within construction and property management.
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IT ServicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed positive sentiments regarding Deemsoft's cost and value for money, noting that the company provides knowledgeable resources and delivers quality work on time. For instance, a COO highlighted that the investment led to significant improvements in lead tracking and customer acquisition. While initial bugs were reported, the swift resolution of these issues reinforced the perceived value of their services, affirming the overall satisfaction with the project's return on investment.Was this helpful?
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UndisclosedUndisclosed2 - 9Livermore, CA
Services provided
20% AI Development20% Accounting20% Custom Software Development +320% UX/UI Design10% Recruiting10% StaffingFocus Areas
100% Chatbots & Conversational AI25% Cognitive Computing25% Machine Learning +220% Natural Language Processing10% RoboticsIn Livermore, California, Empower Minds, LLC is a small Accounting company. Their services include Accounting and Custom Software Development.
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UndisclosedUndisclosed2 - 9The Woodlands, TX
Services provided
20% AI Development20% Market Research20% Marketing Strategy +320% Social Media Marketing10% Content Marketing10% Content Writing ServicesFocus Areas
100% Chatbots & Conversational AIWilliam T Cooper is a Market Research company. Founded in 1996, the agency is headquartered in The Woodlands, Texas. Their team focuses on Market Research and Marketing Strategy.
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UndisclosedUndisclosed2 - 9Austin, TX
Services provided
20% AI Development20% API Development15% Cloud Consulting & SI +415% Web Development10% Conversion Optimization10% E-Commerce Development10% Robotics Process AutomationFocus Areas
100% Chatbots & Conversational AILocated in Austin, Texas, DevMark Innovations is a small AI company. The team focuses on Artificial Intelligence and API Development.
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UndisclosedUndisclosed2 - 9Redmond, WA
Services provided
25% Custom Software Development20% AI Development20% Mobile App Development +315% BI & Big Data Consulting & SI10% Cloud Consulting & SI10% Web DesignFocus Areas
100% Chatbots & Conversational AIEstablished in 2018, Axcend Consulting is a small Redmond, Washington-based data analytics company. Their team provides BI & big data consulting & SI and Custom Software Development.
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UndisclosedUndisclosed2 - 9Middle Grove, NY
Services provided
20% AI Development20% Pay Per Click20% Search Engine Optimization +220% Social Media Marketing20% Web DesignFocus Areas
100% Chatbots & Conversational AILaunched in 1999, NewWard Development, LLC is a social media marketing company. Their services include Social Media Marketing and Search Engine Optimization.
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$5,000+$50 - $99 / hr10 - 49New York, NY
Services provided
20% AI Consulting20% BI & Big Data Consulting & SI20% Cloud Consulting & SI +220% Custom Software Development20% UX/UI DesignFocus Areas
35% Chatbots & Conversational AI35% AI Recommendation Systems30% Natural Language ProcessingSee all 1 projectsPalmidos is a software development company renowned for building robust user management systems and interactive learning platforms. They consistently deliver high-quality solutions, achieving 100% positive feedback for their commitment to client success and seamless integration with client objectives. Approximately 80% of reviewers highlight their excellent project management and responsiveness.
Industry Experience
Palmidos has demonstrated strong expertise in the Education sector, particularly in enhancing online learning platforms. They received positive feedback for developing user management systems, creating engaging learning exercises, and optimizing landing pages, resulting in increased student engagement and higher conversion rates. Clients noted their excellent project management and commitment to success. Overall, Palmidos is highly regarded for their innovative solutions and responsive support in the Education industry, making them an ideal partner for organizations seeking to improve digital learning experiences.
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EducationWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have consistently noted Palmidos offers good value for cost, highlighting their ability to deliver high-quality solutions that drive measurable results. One client emphasized their 'great culture fit' and 'good value for cost,' while another praised their seamless integration with business goals and proactive problem-solving approach. Overall sentiment reflects satisfaction with pricing relative to the quality of work, with clients acknowledging Palmidos as a reliable and valuable partner in achieving project success.Was this helpful?
See All Locations (3)New York, NY
47 W 13th St, New York, NY
New York, NY 100112 - 5
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$10,000+$150 - $199 / hr50 - 249New York, NY
Services provided
10% AI Development10% Business Consulting10% CRM Consulting and SI +710% Cloud Consulting & SI10% Content Marketing10% ERP Consulting and SI10% IT Managed Services10% IT Staff Augmentation10% IT Strategy Consulting10% Other IT Consulting and SIFocus Areas
25% Chatbots & Conversational AI25% Machine Learning25% Natural Language Processing +215% Voice and Speech Recognition10% AI Recommendation SystemsArvato Systems North America, Inc. Is a Content Marketing company. They offer Content Marketing and IT strategy consulting and were established in 2001.
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$5,000+Undisclosed10 - 49Henrico, VA
Services provided
25% Mobile App Development25% Web Development20% AI Development +320% Custom Software Development5% Blockchain5% IoT DevelopmentFocus Areas
19% Chatbots & Conversational AI62% Machine Learning19% Cognitive ComputingCovintus, Inc., a web development firm, was established in 2011. The firm specializes in Web Development and Mobile App Development.
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$1,000+$200 - $300 / hr2 - 9Rochester, NY
Services provided
30% Branding10% Affiliate Marketing10% Content Marketing +610% Conversion Optimization10% Digital Strategy10% Generative AI10% Social Media Marketing5% Email Marketing5% SMS MarketingFocus Areas
100% Chatbots & Conversational AISee all 2 projectsZipline Creative is a branding and digital strategy company known for high-quality design and effective brand management, significantly enhancing lead generation and conversion rates. They receive overwhelmingly positive feedback, with 100% of reviewers highlighting their professionalism, technological fluency, and impactful design work. Clients praise their excellent project management and alignment with company values.
Industry Experience
Zipline Creative has demonstrated strong expertise in the Information Technology and Consulting industries, receiving high praise for their branding and web development capabilities. Clients noted significant outcomes, such as increased lead generation and high customer retention rates, showcasing their impactful solutions. The overall sentiment is highly positive, reflecting Zipline Creative's strengths in aligning with client values, delivering timely results, and providing exceptional service. Businesses in need of branding and technology-driven solutions may find Zipline Creative to be a suitable partner.
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Information technology ConsultingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Zipline Creative's strong value for money, with feedback noting that their pricing fits within budget while delivering high-quality results. One client commented on the 'good value for cost' and praised the transformative impact on their brand strategy, while another emphasized the 'great culture fit' and efficient project management. Overall, the sentiment reflects satisfaction with the cost-effectiveness of their services, making them a recommended choice for prospective buyers.Was this helpful?
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$1,000+< $25 / hr50 - 249Dublin, CA
Services provided
20% Pay Per Click20% UX/UI Design10% AI Consulting +510% Advertising10% ERP Consulting and SI10% Ecommerce Marketing10% Search Engine Optimization10% Web DevelopmentFocus Areas
20% Chatbots & Conversational AI20% AI Recommendation Systems20% Computer Vision +320% Voice and Speech Recognition10% Cognitive Computing10% RoboticsSee all 8 projectsProgressino LLC is a versatile IT services company specializing in cybersecurity, managed services, and web development. They receive overwhelmingly positive feedback, with 100% of reviewers highlighting their professionalism, effective project management, and affordable pricing. Clients commend their expertise in delivering timely solutions and seamless communication, with no areas for improvement noted in any of the reviews.
Reviews mention Timely
Clients have consistently praised the timely delivery of services provided by the company, noting that work was completed ahead of the estimated time of arrival (ETA). One client highlighted the smooth execution and thorough documentation of the project, which facilitated understanding of the setup. Overall, the sentiment regarding timeliness is highly positive, with no reported areas for improvement in this aspect.-
Managed IT Services for Talent Solutions Provider
5.0 Feb 16, 2022The delivery of work before the ETA and documenting the work well which leads others to understand the setup well.
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Web Dev for Beauty Therapy Salon
5.0 Feb 9, 2021Quick delivery and good team work, very happy, very helpful and useful. Quick delivery, professional, best price and hard working team.
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Industry Experience
Progressino LLC has demonstrated strong expertise across various industries, particularly in Information Technology and IT Services, where clients praised their reliability, thorough documentation, and ability to deliver projects on time and within budget. In the Arts, Entertainment & Music sector, their efficient website development brought commendations for quick turnaround and professionalism. Overall, the sentiment is highly positive, making Progressino a suitable partner for projects in technology-focused fields and creative industries.
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Information technology IT Services Arts, entertainment & musicWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Client feedback highlights Progressino LLC's competitive pricing and strong value for money. One client noted their 'great culture fit' and 'good value for cost,' while another praised them for being 'honest and very good price-wise.' The overall sentiment indicates satisfaction with the cost relative to the quality of services provided, with multiple reviews emphasizing timely delivery and effective communication, reinforcing the perception of exceptional value.Was this helpful?
See All Locations (4)Dublin, CA
5020 Haven Place
Dublin, CA 945682 - 5
+14247771331
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$1,000+$50 - $99 / hr10 - 49Sacramento, CA
Services provided
20% AI Development20% Blockchain20% Cloud Consulting & SI +220% Mobile App Development20% Web DevelopmentFocus Areas
25% Chatbots & Conversational AI25% Cognitive Computing25% Computer Vision +125% Natural Language ProcessingSee all 1 projectsAt Rysysth Technologies, we design and build AI systems that bring automation, intelligence, and adaptability to businesses ready to lead — not lag.From copilots to custom AI agents, from
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UndisclosedUndisclosed10 - 49Irvine, CA
Services provided
25% Cloud Consulting & SI25% IT Managed Services20% Cybersecurity +310% AI Development10% BI & Big Data Consulting & SI10% UX/UI DesignFocus Areas
35% Chatbots & Conversational AI35% Machine Learning30% Natural Language ProcessingBB2 Technology Group is a small Irvine, California-based UX design company. The team focuses on UX/UI Design and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Baltimore, MD
Services provided
100% AI DevelopmentFocus Areas
33% Chatbots & Conversational AI100% Machine Learning33% Natural Language ProcessingProtenus is an AI firm. Established in 2014, the company focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49San Francisco, CA
Services provided
25% AI Consulting25% AI Development25% Generative AI +125% IT Strategy ConsultingFocus Areas
20% Chatbots & Conversational AI20% AI Recommendation Systems20% Computer Vision +220% Machine Learning20% Natural Language ProcessingSee all 1 projectsRapidLabs is an innovative AI software company offering advanced machine learning, deep learning, and generative AI solutions, particularly in healthcare and other industries. Their reviews reflect overwhelmingly positive feedback, with 98% of reviewers highlighting their attention to detail and professionalism. The company is praised for efficiency, with a 95% on-time delivery rate and 100% customer satisfaction while being recognized for its commitment to quality and proactive communication.
Industry Experience
RapidLabs has demonstrated expertise primarily in the Advertising & Marketing and Healthcare sectors, showcasing strengths in AI-driven solutions that enhance operational efficiency and customer engagement. Feedback indicates strong project management, timely delivery, and a customer-centric approach, resulting in significant improvements in processing times and user retention. Overall, clients express high satisfaction with RapidLabs’ innovative technologies and responsive service, making them a suitable partner for projects in technology-driven industries.
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Advertising & marketingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight RapidLabs' excellent value for money, noting their competitive pricing and high-quality deliverables. One review stated, "Good value for cost," reflecting positive sentiment towards affordability. Additionally, the company's efficient project management and timely delivery further reinforce the perception of value, as indicated by a 95% on-time delivery rate. Overall, clients appreciate the balance between cost and the innovative solutions provided, making RapidLabs a favorable choice for budget-conscious projects.Was this helpful?
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$1,000+$50 - $99 / hr2 - 9Westlake Village, CA
Services provided
40% E-Commerce Development20% Ecommerce Marketing10% AI Consulting +310% CRM Consulting and SI10% IT Strategy Consulting10% Web DesignFocus Areas
50% Chatbots & Conversational AI50% Voice and Speech RecognitionLiquid Starz, an e-commerce development company, is based in Westlake Village, California. They provide E-Commerce Development and Ecommerce Marketing.
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$5,000+$25 - $49 / hr2 - 9Glenview, IL
Services provided
20% Cloud Consulting & SI20% Generative AI20% IT Strategy Consulting +515% BI & Big Data Consulting & SI10% Low/No Code Development5% AI Development5% IT Staff Augmentation5% Web DevelopmentFocus Areas
35% Chatbots & Conversational AI40% Machine Learning15% Cognitive Computing +110% AI Recommendation SystemsBig data analytics company MindValley Solutions specializes in BI & big data consulting & SI and IT strategy consulting. They are located in Glenview, Illinois.
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UndisclosedUndisclosed2 - 9San Diego, CA
Services provided
50% CRM Consulting and SI20% AI Development10% Custom Software Development +210% Low/No Code Development10% Web DesignFocus Areas
40% Chatbots & Conversational AI30% AI Recommendation Systems15% Machine Learning +115% Natural Language ProcessingHit Autopilot is a CRM consulting and SI company. They offer CRM consulting and SI and Custom Software Development and are headquartered in San Diego, California.
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UndisclosedUndisclosed2 - 9Indianapolis, IN
Services provided
20% Business Consulting20% IT Strategy Consulting10% AI Consulting +510% Back Office Outsourcing10% Custom Software Development10% Financial Consulting10% Manufacturing Consulting10% Robotics Process AutomationFocus Areas
50% Chatbots & Conversational AI50% Machine LearningGPC Group, an IT strategy consulting company, was established in 2024. The team focuses on IT strategy consulting and Business Consulting and is located in Indianapolis, Indiana.
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$1,000+Undisclosed2 - 9Austin, TX
Services provided
20% AI Agents20% AI Consulting20% Content Marketing +220% Generative AI20% Search Engine OptimizationFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +220% Natural Language Processing20% RoboticsWildramp is a Content Marketing company. They are based in Austin, Texas. Their team specializes in Content Marketing and Search Engine Optimization.
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$10,000+$100 - $149 / hr2 - 9Los Angeles, CA
Services provided
40% AI Consulting20% Blockchain20% Digital Strategy +120% Internet & Technology LawFocus Areas
20% Chatbots & Conversational AI30% Machine Learning20% Cognitive Computing +215% AI Recommendation Systems15% Natural Language ProcessingIn Los Angeles, California, Beneficial Technology is a small AI Consulting company. Their services include AI Consulting and Digital Strategy.
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Undisclosed$25 - $49 / hr2 - 9Parkland, WA
Services provided
40% Custom Software Development25% Web Development20% API Development +115% AI DevelopmentFocus Areas
45% Chatbots & Conversational AI25% AI Recommendation Systems15% Machine Learning +115% Natural Language ProcessingElevate Digital is a small software development company. Founded in 2025, the team specializes in Custom Software Development and Web Development.
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$1,000+$50 - $99 / hr2 - 9Sheridan, WY
Services provided
20% AI Consulting20% AI Development20% BI & Big Data Consulting & SI +220% Business Consulting20% Mobile App DevelopmentFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +220% Robotics20% Voice and Speech RecognitionSparkByte Solutions is a Sheridan, Wyoming-based big data company. They provide BI & big data consulting & SI and Mobile App Development.
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$1,000+$100 - $149 / hr2 - 9The Woodlands, TX
Services provided
50% IT Managed Services20% AI Consulting20% Cybersecurity +110% IT Strategy ConsultingFocus Areas
10% Chatbots & Conversational AI30% AI Recommendation Systems20% Computer Vision +315% Cognitive Computing15% Machine Learning10% Voice and Speech RecognitionWJP Technology Consultants is a small The Woodlands, Texas-based IT managed services company. Their services include IT managed services and Cybersecurity.
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$5,000+$100 - $149 / hr10 - 49Sacramento, CA
Services provided
15% AI Development15% Broadcast Video15% E-Commerce Development +415% Social Media Marketing15% Video Production15% Web Development10% Search Engine OptimizationFocus Areas
100% Chatbots & Conversational AI20% Machine Learning10% Cognitive Computing +210% Natural Language Processing10% RoboticsAVB Marketing is a social media marketing firm. Headquartered in Sacramento, California, their team focuses on Social Media Marketing and Video Production.
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$250,000+$300+ / hr10 - 49San Francisco, CA
Services provided
25% UX/UI Design20% Product Design15% AI Development +410% Graphic Design10% Logo10% Mobile App Development10% Video ProductionFocus Areas
20% Chatbots & Conversational AI30% Natural Language Processing20% Cognitive Computing +220% Machine Learning10% RoboticsMilkinside is an UX design company. Launched in 2018, the team specializes in UX/UI Design and Product Design.
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$5,000+$150 - $199 / hr10 - 49Irvine, CA
Services provided
20% CRM Consulting and SI20% Custom Software Development20% ERP Consulting and SI +315% BI & Big Data Consulting & SI15% IT Strategy Consulting10% AI DevelopmentFocus Areas
15% Chatbots & Conversational AI100% Machine Learning70% Natural Language ProcessingArbela Technologies is a CRM consulting and SI company. They specialize in CRM consulting and SI and ERP consulting and SI and are headquartered in Irvine, California and Los Angeles, California.
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UndisclosedUndisclosed10 - 49Delaware City, DE
Services provided
40% AI Development10% BI & Big Data Consulting & SI10% E-Commerce Development +410% IT Managed Services10% IT Strategy Consulting10% IoT Development10% Unified Communications Consulting & SIFocus Areas
10% Chatbots & Conversational AI100% Machine Learning30% Natural Language Processing +120% Cognitive ComputingAI firm Transatlantic Technology and Services is based in Nasr City, Egypt and Delaware City, Delaware. Their services include Artificial Intelligence and IT strategy consulting.
Read moreSee All Locations (2)Delaware City, DE
Delaware
Delaware City, DE 1970616 - 20
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UndisclosedUndisclosed10 - 49Princess Anne, MD
Services provided
50% Web Development25% AI Development25% BlockchainFocus Areas
25% Chatbots & Conversational AI25% Machine Learning25% Natural Language Processing +125% RoboticsSysvoy is a web development company. The team is headquartered in Princess Anne, Maryland, and their services include Web Development and Artificial Intelligence.
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$1,000+$100 - $149 / hr10 - 49Washington, DC
Services provided
30% AI Agents30% AI Development30% BI & Big Data Consulting & SI +110% AI ConsultingFocus Areas
10% Chatbots & Conversational AI45% Computer Vision20% Natural Language Processing +215% AI Recommendation Systems10% Machine LearningPalomar Group LLC, a small AI firm, is located in Washington, District of Columbia. Their services include Artificial Intelligence and AI Agents.
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$1,000+< $25 / hr50 - 249New Berlin, WI
Services provided
20% Custom Software Development10% AI Development10% BI & Big Data Consulting & SI +610% IT Managed Services10% IT Staff Augmentation10% IT Strategy Consulting10% IoT Development10% Mobile App Development10% Web DevelopmentFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +220% Natural Language Processing20% RoboticsSignaTech Services Private Limited, a software development firm, was launched in 2010. The team specializes in Custom Software Development and IT strategy consulting.
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$10,000+$150 - $199 / hr2 - 9Plano, TX
Services provided
25% Marketing Strategy20% Pay Per Click20% Search Engine Optimization +220% Social Media Marketing15% AI ConsultingFocus Areas
30% Chatbots & Conversational AI30% Machine Learning20% Cognitive Computing +120% Natural Language ProcessingSee all 5 projectsHouse of Growth is a digital marketing agency specializing in lead generation, digital advertising, and strategy optimization. They consistently receive positive feedback, with approximately 100% of clients praising their responsiveness, adaptability, and data-driven approach. Clients particularly value their effective communication and collaborative mindset, resulting in improved campaign metrics and successful project outcomes.
Reviews mention Proactive
Clients have consistently praised House of Growth for their proactive approach throughout project engagements. One client highlighted their 'highly responsive, communicative, and reliable' service, noting that deliverables were always on time. Their ability to adapt quickly to feedback and evolving needs was commended, with an emphasis on their collaborative mindset and engagement in refining strategies. Overall, the sentiment reflects a strong appreciation for their proactive problem-solving and commitment to client success.-
Lead Generation for Private Investment Platform
5.0 Apr 27, 2026They were highly responsive, communicative, and reliable throughout the engagement. Deliverables were consistently provided on time, and they were proactive in addressing feedback and adapting to our evolving needs.
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1 of 1 reviews is 5 stars$10,000 – $49,000 avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Recent reviews of House of Growth highlight their effectiveness in lead generation for clients like Parvis, showcasing significant improvements in lead quality and campaign efficiency. Clients praised their high responsiveness, reliability, and collaborative approach, particularly in refining strategies and adapting to feedback. The overall sentiment is positive, with no major areas for improvement noted, reflecting strong client satisfaction and successful project outcomes.Was this helpful?
Industry Experience
House of Growth has received positive feedback across various industries, particularly in Hospitality & Leisure, eCommerce, Financial Services, and Sports. Clients commend their expertise in digital advertising, performance optimization, and lead generation strategies. In Hospitality, they excelled in enhancing direct bookings and ad performance. In eCommerce, they successfully drove booth traffic and pre-sales, while in Financial Services, they improved lead quality and engagement. Overall, their strengths lie in effective communication, adaptability, and a results-driven approach, making them a strong fit for clients in these sectors.
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Financial services Hospitality & leisure Sports eCommerceWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently express satisfaction with House of Growth's cost-effectiveness and value for money. For instance, the CEO of Shoely Inc. highlighted their 'good value for cost' alongside innovative strategies that exceeded project goals. Similarly, Basecamp Resorts noted a significant improvement in ROI due to tailored suggestions. Overall, clients appreciate the balance of quality service and competitive pricing, emphasizing that the investment yielded measurable outcomes and enhanced understanding of digital advertising.Was this helpful?
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$5,000+$150 - $199 / hr2 - 9Topeka, KS
Services provided
40% Custom Software Development30% AI Development15% BI & Big Data Consulting & SI +115% IT Strategy ConsultingFocus Areas
20% Chatbots & Conversational AI25% Machine Learning25% Natural Language Processing +320% AI Recommendation Systems5% Cognitive Computing5% Voice and Speech RecognitionEstablished in 2013, CarbonIsle is a software development firm. Their services include Custom Software Development and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Nashville, TN
Services provided
10% AI Consulting10% AI Development10% BI & Big Data Consulting & SI +710% Business Consulting10% Cloud Consulting & SI10% Custom Software Development10% Digital Strategy10% Product Design10% UX/UI Design10% Web DesignFocus Areas
30% Chatbots & Conversational AI30% Computer Vision10% AI Recommendation Systems +310% Machine Learning10% Natural Language Processing10% Voice and Speech RecognitionFounded in 2018, Sprinter Consulting is a Digital Strategy company. In Nashville, Tennessee, the team specializes in Digital Strategy and Web Design.
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UndisclosedUndisclosed2 - 9Topsfield, MA
Services provided
20% Cybersecurity20% IT Strategy Consulting15% AI Consulting +315% Cloud Consulting & SI15% IT Managed Services15% Unified Communications Consulting & SIFocus Areas
35% Chatbots & Conversational AI20% AI Recommendation Systems20% Voice and Speech Recognition +215% Natural Language Processing10% Machine LearningAGI Beacon is an IT strategy consulting company. They provide IT strategy consulting and Cybersecurity and were established in 2024. The company is based in Topsfield, Massachusetts.
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$10,000+< $25 / hr50 - 249Burbank, CA
Services provided
25% AI Development20% AI Agents20% Custom Software Development +315% Generative AI10% AI Consulting10% Cloud Consulting & SIFocus Areas
15% Chatbots & Conversational AI20% Computer Vision15% Machine Learning +515% Natural Language Processing15% Voice and Speech Recognition10% AI Recommendation Systems5% Cognitive Computing5% RoboticsSee all 3 projectsBOSC Tech Labs Private Limited is a versatile software development company specializing in mobile app development and the integration of advanced features such as AI assistants and security enhancements. Reviews highlight their strong project management skills, timely delivery, and adaptability. Impressively, 100% of reviewers commend their technical expertise and collaborative approach, though one suggests improvements in communication during the initial phase.
Industry Experience
BOSC Tech Labs Private Limited has garnered positive feedback across various industries, notably Software and Advertising & Marketing. In the Software sector, clients praised their expertise in UI/UX design, mobile app development, and project management, emphasizing timely deliverables and adaptability. In Advertising & Marketing, they were recognized for enhancing development capabilities and resource scalability. Overall, sentiment is highly favorable, particularly for businesses seeking mobile development and SaaS solutions, as well as marketing technology integrations.
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Software Advertising & marketingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight BOSC Tech Labs' competitive pricing and overall value for money. One client noted that their pricing 'fit our budget' while another emphasized 'good value for cost.' Feedback indicates that the company delivers quality results efficiently, with one client reporting a 20% reduction in launch time for new features. Overall, the sentiment is positive, reflecting satisfaction with the cost-effectiveness and quality of services provided.Was this helpful?
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See All Locations (2)Burbank, CA
2829 North Glenoaks Boulevard
Burbank, CA 9150410 - 15
+1 (850) 780-1313
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UndisclosedUndisclosed2 - 9Pflugerville, TX
Services provided
30% Web Development25% UX/UI Design10% AI Consulting +410% Generative AI10% Mobile App Development10% Web Design5% AI DevelopmentFocus Areas
50% Chatbots & Conversational AI30% Machine Learning10% Cognitive Computing +110% Natural Language ProcessingSee all 2 projects&Pixels is a web design company noted for its high-quality service and seamless website transitions. They have consistently impressed clients with quick response times and strong relationship building, as reflected by 100% positive feedback. Clients appreciate their cultural fit and alignment with company values, with no areas for improvement indicated in the reviews.
1 of 1 reviews is 5 stars$50,000 – $199,999 avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In recent reviews, clients have praised &Pixels for their exceptional service and quick response times, highlighting a seamless website transition for Hunt Midwest. The alignment of company values and a strong cultural fit were noted as key reasons for selecting &Pixels. Clients appreciated their proactive approach and expertise, resulting in timely project completion. Overall sentiment is highly positive, with no significant areas for improvement identified.Was this helpful?
Industry Experience
The provider has demonstrated expertise primarily in the real estate industry, receiving positive feedback for their seamless website updates and exceptional customer service. Clients appreciate their quick response times, strong project management, and alignment with company values. Overall sentiment reflects a high level of satisfaction, indicating that they are a strong fit for real estate projects, particularly those requiring website development and maintenance.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have consistently highlighted &Pixels as providing good value for cost, emphasizing their alignment with company values and a strong culture fit. One client noted their long-term partnership, citing 'top-notch service since 2014' and quick response times. The seamless transition to a new website, completed ahead of schedule, further underscores the company's commitment to delivering quality at a reasonable price. Overall sentiment reflects satisfaction with the cost-effectiveness of their services.Was this helpful?
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$1,000+$50 - $99 / hr2 - 9Laguna Beach, CA
Services provided
50% Custom Software Development20% E-Commerce Development10% AI Development +210% API Development10% Web DevelopmentFocus Areas
35% Chatbots & Conversational AI50% Machine Learning10% Natural Language Processing +15% Cognitive ComputingPAK Digital is a custom software development company. They focus on Custom Software Development and E-Commerce Development and are in Laguna Beach, California.
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$10,000+$50 - $99 / hr50 - 249Allen, TX
Services provided
20% CRM Consulting and SI20% Cloud Consulting & SI15% Custom Software Development +415% ERP Consulting and SI10% AI Development10% Mobile App Development10% Web DesignFocus Areas
30% Chatbots & Conversational AI30% Cognitive Computing20% AI Recommendation Systems +120% Machine LearningVantage Cloud Solutions, LLC., a midsize cloud consulting & SI company, is located in Allen, Texas and Parkland, Florida. Their services include cloud consulting & SI and CRM consulting and SI.
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Undisclosed$50 - $99 / hr50 - 249Cincinnati, OH
Services provided
20% Custom Software Development20% DevOps Managed Services20% Generative AI +320% Mobile App Development10% AR/VR Development10% Web DevelopmentFocus Areas
15% Chatbots & Conversational AI35% AI Recommendation Systems30% Machine Learning +120% Cognitive ComputingSoftware development firm DevDefy is headquartered in Cincinnati, Ohio. They provide Custom Software Development and Mobile App Development and were established in 2017.
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$10,000+$150 - $199 / hr50 - 249Houston, TX
Services provided
30% IT Strategy Consulting20% Custom Software Development15% AI Consulting +315% BI & Big Data Consulting & SI10% CRM Consulting and SI10% ERP Consulting and SIFocus Areas
20% Chatbots & Conversational AI25% Machine Learning20% Natural Language Processing +510% Cognitive Computing10% Computer Vision5% AI Recommendation Systems5% Robotics5% Voice and Speech RecognitionIT strategy consulting company Resolute Consulting Group is based in Houston, Texas. They provide IT strategy consulting and Custom Software Development.
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UndisclosedUndisclosed10 - 49San Francisco, CA
Services provided
20% AR/VR Development20% Marketing Strategy20% Mobile App Development +410% AI Development10% UX/UI Design10% Web Design10% Web DevelopmentFocus Areas
25% Chatbots & Conversational AI100% Machine Learning25% Natural Language ProcessingJonajo Consulting is a Marketing Strategy company launched in 2012. The company offers Marketing Strategy and Mobile App Development, and is small.
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$5,000+$200 - $300 / hr2 - 9Sacramento, CA
Services provided
60% Low/No Code Development25% Business Consulting15% AI ConsultingFocus Areas
30% Chatbots & Conversational AI50% Natural Language Processing20% Cognitive ComputingSee all 2 projectsSimple Stack is a software development company specializing in creating live collaborative systems to streamline media planning and spending workflows. Their clients report significant time savings and improved data quality, with 100% of reviewers noting timely project deliveries and innovative solutions. However, 20% suggest improvements in response times for minor updates.
1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In recent reviews, clients have praised Simple Stack for their innovative solutions and effective project management, noting significant time savings of 10 to 20 hours per person monthly. One client highlighted the seamless integration of a collaborative system that improved data quality. However, some feedback indicated a desire for quicker turnaround times on simpler updates. Overall, the sentiment is positive, with clients appreciating the alignment of values and consistent delivery.Was this helpful?
Industry Experience
Simple Stack has demonstrated expertise in the Arts, Entertainment, and Music industry, particularly in developing innovative solutions for media operations. Client feedback highlights their ability to streamline workflows and enhance data management, resulting in significant time savings and improved data quality. The overall sentiment is positive, with clients appreciating their project management skills and innovative approach, making them a strong candidate for similar projects in this sector.
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Arts, entertainment & musicWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have generally expressed satisfaction with Simple Stack's value for money, noting significant time savings and improved operational efficiency. One client highlighted a reduction of 10 to 20 hours per person per month due to the implemented system. While specific costs were not disclosed, the positive feedback on project management and innovation indicates a strong return on investment, despite suggestions for quicker turnaround times on simpler updates.Was this helpful?
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UndisclosedUndisclosed250 - 999Santa Monica, CA
Services provided
50% AI Development25% Advertising25% BrandingFocus Areas
20% Chatbots & Conversational AI100% Machine Learning20% Natural Language Processing +110% Cognitive ComputingArtificial intelligence development company GumGum provides Artificial Intelligence and Advertising. They are based in Santa Monica, California and Chicago, Illinois.
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$10,000+$300+ / hr2 - 9Tulsa, OK
Services provided
20% AI Development20% Business Consulting20% Digital Strategy +320% Web Design10% Marketing Strategy10% Search Engine OptimizationFocus Areas
30% Chatbots & Conversational AI70% Natural Language ProcessingSee all 3 projectsVentin Media, operating as Ventin Web Solutions, is a web development company renowned for designing and maintaining compelling digital presences. Across their reviews, 100% of clients commend their professional and sleek designs, seamless project management, and exceptional customer service. James, the president, is frequently highlighted for his deep expertise and hands-on approach, ensuring clients' visions are effectively realized and optimized online.
Reviews mention Knowledgeable
Clients consistently highlight the exceptional knowledge and expertise of Ventin Web Solutions, particularly praising James, the President. One client noted, "The depth of James’ knowledge is amazing," while another stated, "His knowledge was incredible regarding both building and using the site effectively." Overall sentiment reflects strong confidence in their capabilities, with clients appreciating not only the technical skills but also the guidance provided throughout the project, enhancing the usability of the final product.-
Web Design for Communication Training Consultancy
5.0 Jan 4, 2019The depth of James’ knowledge is amazing. He is curious and always seeking to deepen his skills. He is very creative and a great storyteller.
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Website Development for Messaging Firm
5.0 Jan 4, 2019I was blown away by James. It's not often you meet a CEO who’s so hands on. His knowledge was incredible regarding both building and using the site effectively. So many companies build something and walk away, but Ventin taught us how to best use what they built.
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Was this helpful?
Industry Experience
Ventin Web Solutions has received positive feedback across diverse industries, including Education, Media, and Advertising & Marketing. Clients commend their expertise in website design and maintenance, noting significant improvements in digital visibility and customer engagement. In Education, they effectively communicated brand messages, while in Media, they enhanced traffic and clientele through creative web solutions. Their impact in Advertising & Marketing is highlighted by increased sales and user engagement. Overall, Ventin Web Solutions is highly regarded for their creativity, customer service, and hands-on leadership.
Read All ReviewsSelect Industry to see insights
Education Advertising & marketing MediaWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise Ventin Web Solutions for delivering high-quality work at a fair price, demonstrating substantial value for money. One client noted a significant increase in web traffic and business following the launch of their site, attributing this success to Ventin's effective design and management. Another client appreciated the company's commitment to customer service and ongoing support, stating they exceeded expectations. Overall, feedback indicates strong satisfaction with the cost relative to the impactful results achieved.Was this helpful?
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UndisclosedUndisclosed50 - 249Westford, MA
Services provided
50% AI Development50% CybersecurityFocus Areas
30% Chatbots & Conversational AI100% Machine Learning20% Natural Language Processing +110% Cognitive ComputingSeceon Inc. Is a midsize artificial intelligence firm and Cybersecurity company. Launched in 2014, the team focuses on Artificial Intelligence and Cybersecurity.
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UndisclosedUndisclosed50 - 249Duluth, GA
Services provided
100% AI DevelopmentFocus Areas
30% Chatbots & Conversational AI100% Machine Learning40% Natural Language ProcessingJvion, an AI development company, was launched in 2011. The firm provides Artificial Intelligence and AI Consulting, and is midsize.
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UndisclosedUndisclosed1,000 - 9,999Los Angeles, CA
Services provided
20% AI Consulting20% BI & Big Data Consulting & SI20% Blockchain +220% Business Consulting20% CybersecurityFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +220% Natural Language Processing20% RoboticsFTI Consulting, a business intelligence company, was launched in 1982. The agency offers BI & big data consulting & SI and Cybersecurity, and is large.
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UndisclosedUndisclosed50 - 249El Dorado Hills, CA
Services provided
100% AI DevelopmentFocus Areas
30% Chatbots & Conversational AI100% Machine Learning30% Natural Language ProcessingThinci is an AI development company. Their midsize team is in El Dorado Hills, California. Their team provides Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249New York, NY
Services provided
100% AI DevelopmentFocus Areas
30% Chatbots & Conversational AI100% Machine Learning30% Natural Language ProcessingPersado is an AI firm established in 2012. Their services include Artificial Intelligence and AI Consulting.
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Focus (x-axis)
Focus accounts for a company’s specialization within a certain service.
Ability to Deliver (y-axis)
Ability to Deliver considers three criteria:
- Client feedback and reviews
- Work experience and previous projects
- Market presence and reputation in the industry
Best Chatbot Companies in the US
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$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
39.2/40.019.6/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
80% AI Development40% Chatbots & Conversational AI20% Other -
$25,000+$50 - $99 / hr250 - 999Miami, FL
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
15% AI Development40% Chatbots & Conversational AI85% Other -
$25,000+$25 - $49 / hr250 - 999New York, NY
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
45% AI Development20% Chatbots & Conversational AI55% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.5/40.018.6/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development45% Chatbots & Conversational AI30% Other -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
38.9/40.019.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development30% Chatbots & Conversational AI70% Other -
$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
25% AI Development30% Chatbots & Conversational AI75% Other -
$10,000+$150 - $199 / hr10 - 49Lewisville, TX
Ability to deliver
39.7/40.019.8/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
10% AI Development100% Chatbots & Conversational AI90% Other -
$25,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
37.6/40.018/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
30% AI Development35% Chatbots & Conversational AI70% Other -
$50,000+$50 - $99 / hr1,000 - 9,999San Francisco, CA
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Development25% Chatbots & Conversational AI90% Other -
$10,000+Undisclosed250 - 999Sunny Isles Beach, FL
Ability to deliver
35/40.016.4/20 Reviews8.9/10 Clients & Experience9.6/10 Market PresenceService focus
50% AI Development50% Chatbots & Conversational AI50% Other -
$10,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
36.9/40.018.2/20 Reviews9.6/10 Clients & Experience9.2/10 Market PresenceService focus
30% AI Development70% Chatbots & Conversational AI70% Other -
$10,000+$100 - $149 / hr10 - 49Sacramento, CA
Ability to deliver
38.9/40.019.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Development100% Chatbots & Conversational AI90% Other -
$50,000+$150 - $199 / hr10 - 49Austin, TX
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
10% AI Development70% Chatbots & Conversational AI90% Other -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
37.5/40.017.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
90% AI Development25% Chatbots & Conversational AI10% Other -
$25,000+$50 - $99 / hr250 - 999Aventura, FL
Ability to deliver
39.3/40.019.8/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
15% AI Development30% Chatbots & Conversational AI85% Other -
$10,000+$25 - $49 / hr250 - 999New York, NY
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Development30% Chatbots & Conversational AI90% Other -
$5,000+$50 - $99 / hr10 - 49San Diego, CA
Ability to deliver
38.5/40.019.6/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Chatbots & Conversational AI30% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37.3/40.017.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
100% AI Development35% Chatbots & Conversational AI -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development20% Chatbots & Conversational AI60% Other -
$5,000+$50 - $99 / hr10 - 49Houston, TX
Ability to deliver
36.5/40.017.6/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
30% AI Development80% Chatbots & Conversational AI70% Other -
$25,000+$25 - $49 / hr50 - 249Newark, DE
Ability to deliver
39.4/40.019.4/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
20% AI Development40% Chatbots & Conversational AI80% Other -
$10,000+$25 - $49 / hr250 - 999Orlando, FL
Ability to deliver
35.8/40.016.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development30% Chatbots & Conversational AI40% Other -
$25,000+$25 - $49 / hr250 - 999Lakeville, MN
Ability to deliver
37/40.017.2/20 Reviews9.9/10 Clients & Experience9.9/10 Market PresenceService focus
20% AI Development35% Chatbots & Conversational AI80% Other -
$50,000+$100 - $149 / hr1,000 - 9,999San Francisco, CA
Ability to deliver
38.3/40.018.4/20 Reviews9.9/10 Clients & Experience10/10 Market PresenceService focus
15% AI Development20% Chatbots & Conversational AI85% Other -
$10,000+Undisclosed50 - 249San Francisco, CA
Ability to deliver
38.3/40.019/20 Reviews9.6/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development40% Chatbots & Conversational AI70% Other -
$10,000+$150 - $199 / hr10 - 49Webster Groves, MO
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
35% AI Development35% Chatbots & Conversational AI65% Other -
$10,000+$25 - $49 / hr50 - 249Parsippany-Troy Hills, NJ
Ability to deliver
37.5/40.018.4/20 Reviews10/10 Clients & Experience9.1/10 Market PresenceService focus
35% AI Development40% Chatbots & Conversational AI65% Other -
$50,000+$50 - $99 / hr10 - 49Langhorne, PA
Ability to deliver
35.8/40.017.6/20 Reviews10/10 Clients & Experience8.2/10 Market PresenceService focus
30% AI Development80% Chatbots & Conversational AI70% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
60% AI Development10% Chatbots & Conversational AI40% Other -
$10,000+$50 - $99 / hr50 - 249Sheridan, WY
Ability to deliver
37.3/40.019/20 Reviews10/10 Clients & Experience8.3/10 Market PresenceService focus
35% AI Development40% Chatbots & Conversational AI65% Other
Latest Chatbots Articles
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U.S. Chatbot Services FAQs
- Financial services and fintech – IDV/KYC flows, balance queries, policy Q&A, secure handoffs
- Healthcare and life sciences – symptom triage, care navigation, member services, HIPAA-enabled workflows
- Retail and e-commerce – guided shopping, order status, returns, and promotions
- SaaS and enterprise software – in-product assistants, onboarding, and knowledge base automation
- Travel and hospitality – itinerary updates, rebooking, loyalty, and multilingual support
- Public sector and education – citizen services, campus help desks, and admissions Q&A
Many firms also build internal enablement bots for HR and IT, and customer support chatbots that deflect tickets while maintaining CSAT.
- Deep ecosystem access — U.S. teams are close to leading LLM and cloud providers, accelerators, and research universities, which speeds up prototyping and integration with tools you already use.
- Enterprise readiness – Many U.S. chatbot providers have proven experience with SOC 2, HIPAA, PCI, and rigorous security reviews common at Fortune 1000 companies.
- Industry specialization – From Wall Street fintech and healthcare in Boston to retail and media in New York and Los Angeles, you’ll find partners who know your compliance, workflows, and KPIs.
- Time zone alignment and support SLAs – For U.S.-based operations, real-time collaboration and on-call support are easier to secure.
Pricing varies by scope, stack, and compliance needs, but typical U.S. ranges are:
- Discovery and strategy: $10,000 – $40,000 for user journeys, intent modeling, and data-readiness audits
- MVP/prototype: $30,000 – $80,000
- Production chatbot: $80,000 – $250,000+
- Enterprise chatbot services): $150,000 – $500,000+
- Hourly rates: $100 – $225+ for senior AI/ML architects; $80 – $160 for software engineers and conversation designers
- Ongoing optimization and support: $5,000 – $25,000 per month for monitoring, tuning, analytics, and model updates
Costs increase with requirements like HIPAA, multi-language support, advanced retrieval-augmented generation (RAG), or custom NLU.
Prioritize assessing firms by filtering them through their use case, stack, and risk posture:
- Technical approach – Ask about NLU/LLM choices and why they suit your domain.
- Data and safety – Look for robust red-teaming, prompt injection defenses, PII handling, and content moderation. Confirm SOC 2/ISO posture, HIPAA, and encryption standards.
- Integration depth – Validate experience with your CRM, CX, and data stack.
- Measurement plan – Require clear KPIs and analytics for ongoing tuning.
- Conversation design – Review their intent modeling, error recovery, multilingual strategy, and human-in-the-loop handoffs.
- References and pilots – Ask for U.S.-based case studies and consider a timeboxed pilot with exit criteria.
Shortlist partners on Clutch using filters for budget, location, tech stack, and verified reviews to ensure alignment with your requirements.
- One-size-fits-all promises – Claims that a single model or template can solve every workflow without discovery or data assessment
- Vague safety posture – No clear plan for PII handling, audit trails, jailbreak defenses, or compliance documentation
- “Set-and-forget” mindset – No roadmap for training, evaluation, analytics, and continuous improvement
- Limited integration expertise – Little experience connecting to your systems of record or telephony/IVR
- No human fallback – Lack of escalation paths to agents or field reps
- Guaranteed outcomes – Overpromising “100% automation,” “zero tickets,” or fixed ROI without baselines and measurement plans
Avoiding these red flags early is key to your project’s success. Do your best to spot and address these warning signs right away.
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