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
2,349 Companies
Best Chatbot Companies in the US
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$1,000+$100 - $149 / hr2 - 9Serves United StatesServices provided
40% AI Development40% Custom Software Development10% API Development +110% Cloud Consulting & SIFocus Areas
35% Chatbots & Conversational AI20% Computer Vision10% AI Recommendation Systems +510% Cognitive Computing10% Machine Learning5% Natural Language Processing5% Robotics5% Voice and Speech RecognitionSee all 24 projectsdeltAlyz Corp. is a versatile technology solutions company specializing in app development, data analytics, AI tools, and digital process automation. The company consistently receives high praise for its effective communication, timely delivery, and strong technical expertise, with 100% of reviewers highlighting their responsiveness and problem-solving skills. Clients repeatedly commend deltAlyz Corp. for their personable and knowledgeable approach, making them a reliable partner for diverse tech projects.
1 of 1 Chatbots & Conversational AI reviews is 5 starsUnknown avg. project costChatbots & Conversational AI Experience
deltAlyz Corp. receives highly positive feedback for their work in Chatbots & Conversational AI, with clients praising their responsiveness and project management efficiency. One client noted the development of an AI chatbot that improved user access while reducing inquiries. Feedback highlights the expertise of deltAlyz Corp. in creating tailored solutions, with no reported areas for improvement. Overall, client sentiment reflects satisfaction with 100% positive remarks on their effectiveness.
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Industry Experience
deltAlyz Corp. has demonstrated significant expertise across various industries, notably in Medical, Information Technology, Energy & Natural Resources, and Manufacturing. Clients commend them for their excellent project management, responsiveness, and ability to deliver custom solutions that enhance operational efficiency. Overall sentiment is highly positive, with clients noting their strong communication skills and technical proficiency, making deltAlyz Corp. a suitable partner for organizations seeking innovative data integration and analytics solutions.
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Medical Manufacturing Nonprofit eCommerce Consumer Products Healthcare Energy & natural resources Government Other Industry Wellness & Fitness Transportation Information technology Other industriesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
deltAlyz Corp. has received positive feedback regarding its value for money, with multiple clients highlighting the company's pricing as fitting their budgets and providing good value. Clients frequently noted that deltAlyz Corp. delivered projects on time and within budget, often exceeding expectations. For instance, one client specifically mentioned that they were very happy with the work completed on time and on budget. Overall, the sentiment reflects satisfaction with the cost-effectiveness and quality of services provided by deltAlyz Corp.Was this helpful?
More responsive than most other service providers
Get in TouchdeltAlyz Corp. is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
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UndisclosedUndisclosed2 - 9Brooklyn, NY
Services provided
40% IT Strategy Consulting30% AI Development30% StaffingFocus Areas
100% Chatbots & Conversational AIWindthrope Technologies is a small IT strategy consulting company launched in 2012. Their services include IT strategy consulting and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Marina del Rey, CA
Services provided
70% AI Agents30% AI DevelopmentFocus Areas
100% Chatbots & Conversational AIMosaia is a small AI Agents company. They provide AI Agents and Artificial Intelligence and were launched in 2023.
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$5,000+$50 - $99 / hr10 - 49State College, PA
Services provided
60% AR/VR Development20% Mobile App Development10% AI Development +110% IT Strategy ConsultingFocus Areas
15% Chatbots & Conversational AI55% Machine Learning20% Cognitive Computing +110% Natural Language ProcessingLocated in State College, Pennsylvania, Xora is an AR/VR development company. Launched in 2017, the team focuses on AR/VR development and Mobile App Development.
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UndisclosedUndisclosed250 - 999Frisco, TX
Services provided
20% AI Development20% BI & Big Data Consulting & SI20% Cloud Consulting & SI +220% Market Research20% Mobile App DevelopmentFocus Areas
40% Chatbots & Conversational AI100% Machine Learning35% Natural Language Processing +110% Cognitive ComputingHeadquartered in Frisco, Texas and Austin, Texas, iOLAP is a Market Research company. The team provides Market Research and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Milpitas, CA
Services provided
25% Blockchain25% Cloud Consulting & SI25% Generative AI +125% Robotics Process AutomationFocus Areas
100% Chatbots & Conversational AILokiBots, a cloud consulting & SI company, specialize in cloud consulting & SI and Blockchain. They were launched in 2018.
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$1,000+$100 - $149 / hr2 - 9San Francisco, CA
Services provided
40% CRM Consulting and SI35% AI Consulting15% API Development +110% Low/No Code DevelopmentFocus Areas
50% Chatbots & Conversational AI25% AI Recommendation Systems25% Voice and Speech RecognitionGeniusHub, a CRM consulting and SI company, was founded in 2018. They offers CRM consulting and SI and AI Consulting.
Read moreSee All Locations (2)San Francisco, CA
995 Market Street
San Francisco, CA 941032 - 5
(415) 523-8465
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$1,000+$50 - $99 / hr2 - 9Casper, WY
Services provided
35% AI Development30% Robotics Process Automation20% Custom Software Development +115% CRM Consulting and SIFocus Areas
50% Chatbots & Conversational AI30% Voice and Speech Recognition20% AI Recommendation SystemsAlpha Digi Solutions is an AI development company. Based in Casper, Wyoming, the agency focuses on Artificial Intelligence and Robotics Process Automation.
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$1,000+$100 - $149 / hr2 - 9Shakopee, MN
Services provided
35% AI Development25% Web Design15% Search Engine Optimization +215% Social Media Marketing10% BrandingFocus Areas
50% Chatbots & Conversational AI50% AI Recommendation SystemsMilkHat Media is an AI firm founded in 2026. Located in Shakopee, Minnesota, the team provides Artificial Intelligence and Web Design.
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$5,000+$100 - $149 / hr2 - 9Carlsbad, CA
Services provided
40% AI Agents40% AI Development10% AI Consulting +110% Generative AIFocus Areas
25% Chatbots & Conversational AI35% Voice and Speech Recognition20% Computer Vision +215% Natural Language Processing5% Machine LearningDGX Enterprise AI is an AI Agents company. Their small team is based in Carlsbad, California. Their services include AI Agents and Artificial Intelligence.
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$10,000+$50 - $99 / hr50 - 249San Ramon, CA
Services provided
20% AI Development20% Custom Software Development10% Cloud Consulting & SI +510% IT Staff Augmentation10% IT Strategy Consulting10% Recruiting10% Staffing10% Web DesignFocus Areas
25% Chatbots & Conversational AI35% Natural Language Processing20% Machine Learning +210% AI Recommendation Systems10% Voice and Speech RecognitionSee all 5 projectsNetpace Inc. is a versatile software development company specializing in SaaS platform creation and AI-assisted solutions. Reviewers highlight their strong communication skills and ability to integrate complex technical requirements, despite occasional project delays. Approximately 75% of reviewers note their high ratings and valuable expertise, with some mentioning slight over-budget occurrences due to project complexities.
Reviews mention Open to feedback
Netpace Inc. has received positive feedback regarding their openness to client feedback, as noted by a co-founder of a medical IT company who stated, "Netpace Inc. listened to our feedback." However, there were suggestions for improvement, specifically regarding the incorporation of specific questionnaire questions. Overall, the sentiment reflects a collaborative approach, with clients appreciating the responsiveness of the team.-
MVP Design & Development for Surgery SaaS Platform
4.0 Aug 21, 2026Netpace Inc. listened to our feedback. We had specific questions for the questionnaire that could have been incorporated.
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0 of 2 reviews are 5 starsUnknown avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
Netpace Inc. has received positive feedback for its responsiveness and ability to understand complex technical requirements. Clients noted their effective communication and commitment to project goals, although some engagements experienced delays and budget overruns due to project complexity. Specifically, one client appreciated Netpace Inc.'s listening skills and adaptability, while another highlighted improvements in processing speed and usability. Overall, sentiment remains favorable, with clients valuing the company's expertise and alignment with their operational needs.Was this helpful?
Industry Experience
Netpace Inc. has showcased its expertise across the Food & Beverage and Medical industries. In Food & Beverage, they excelled in developing an AI-assisted SaaS platform that improved processing efficiency, although delays were noted due to project complexity. In the Medical sector, they successfully created a MVP for a perioperative SaaS product, receiving positive feedback for their responsiveness to client needs but also experiencing timeline extensions. Overall, their strengths lie in technical understanding and project adaptability.
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MedicalWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally perceive Netpace Inc. as providing good value for money, often highlighting their competitive pricing and alignment with project budgets. For instance, one client chose them for their high ratings and suitable pricing. However, some feedback indicated that projects occasionally exceeded budgets and timelines due to unforeseen complexities, suggesting a need for clearer initial scoping. Overall, the sentiment reflects a balance of satisfaction with value and a recognition of potential areas for improvement.Was this helpful?
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$250,000+Undisclosed10,000+Austin, TX
Services provided
10% AI Development10% Application Testing10% Blockchain +710% Branding10% Call Center Services10% Custom Software Development10% Customer Service Outsourcing10% Generative AI10% IT Managed Services10% Mobile App DevelopmentFocus Areas
40% Chatbots & Conversational AI35% Natural Language Processing15% Machine Learning +110% Cognitive ComputingFounded in 2016, Everise is a branding firm. In Singapore and Austin, Texas, the team specializes in Branding and IT managed services.
Read moreSee All Locations (8)Austin, TX
13011 McCallen Pass Suite 210
Austin, TX 787531001 - 2000
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UndisclosedUndisclosed2 - 9Greensboro, NC
Services provided
25% AI Development25% Custom Software Development25% E-Commerce Development +215% Business Consulting10% Financial ConsultingFocus Areas
50% Chatbots & Conversational AI50% Machine Learning20% Robotics +215% Natural Language Processing10% Cognitive ComputingDais X is a custom software development company. The agency is headquartered in Greensboro, North Carolina. Their team specializes in Custom Software Development and Artificial Intelligence.
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$1,000+Undisclosed2 - 9Cleburne, TX
Services provided
20% AI Consulting20% Direct Marketing20% Marketing Strategy +220% Search Engine Optimization20% Web DesignFocus Areas
50% Chatbots & Conversational AI50% AI Recommendation SystemsViral Growth Marketing is a web design company. Their team is headquartered in Cleburne, Texas. The company focuses on Web Design and Direct Marketing.
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UndisclosedUndisclosed10 - 49West Des Moines, IA
Services provided
30% Cloud Consulting & SI20% AI Development15% IT Staff Augmentation +515% Web Design5% Mobile & App Marketing5% Pay Per Click5% Search Engine Optimization5% Social Media MarketingFocus Areas
40% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +210% Natural Language Processing10% RoboticsLaunched in 2005, ePATHUSA, Inc. Is a cloud consulting & SI company. The agency offers cloud consulting & SI and Artificial Intelligence, and is small.
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$25,000+$150 - $199 / hr10 - 49San Diego, CA
Services provided
30% Custom Software Development30% UX/UI Design20% Web Development +210% AI Development10% Enterprise App ModernizationFocus Areas
50% Chatbots & Conversational AI50% AI Recommendation SystemsBorder UX is an UX agency. Founded in 2018, the team specializes in UX/UI Design and Custom Software Development. The firm is located in San Diego, California.
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UndisclosedUndisclosed10 - 49Clovis, CA
Services provided
30% Custom Software Development15% CRM Consulting and SI15% Web Design +410% AI Development10% Accounting10% Mobile App Development10% Web DevelopmentFocus Areas
50% Chatbots & Conversational AI50% Machine LearningASN Software, a custom software development company, is headquartered in Clovis, California and Oakland, California. They offer Custom Software Development and Web Design.
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UndisclosedUndisclosed50 - 249Austin, TX
Services provided
20% AI Development20% Blockchain20% Cybersecurity +220% E-Commerce Development20% UX/UI DesignFocus Areas
100% Chatbots & Conversational AI25% Machine Learning25% Natural Language Processing +220% Cognitive Computing15% RoboticsZilker Technology LLC. Is an UX design company. The midsize Austin, Texas-based team specializes in UX/UI Design and Artificial Intelligence. The company was founded in 2014.
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UndisclosedUndisclosed50 - 249Cambridge, MA
Services provided
40% Email Marketing20% AI Development20% Application Testing +120% Marketing StrategyFocus Areas
100% Chatbots & Conversational AILitmus Software, Inc. Is a midsize Email Marketing company headquartered in Cambridge, Massachusetts. Their services include Email Marketing and Marketing Strategy.
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UndisclosedUndisclosed50 - 249Woodbridge Township, NJ
Services provided
30% AI Development30% Cloud Consulting & SI20% Low/No Code Development +120% Mobile App DevelopmentFocus Areas
30% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +215% Natural Language Processing15% Voice and Speech RecognitionEprotech is a midsize cloud consulting & SI company based in Woodbridge Township, New Jersey and Omaha, Nebraska. The team focuses on cloud consulting & SI and Artificial Intelligence.
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$25,000+$150 - $199 / hr50 - 249Boulder, CO
Services provided
30% AI Development20% Web Development15% Digital Engineering +410% IT Strategy Consulting10% Mobile App Development10% Pay Per Click5% Account-Based MarketingFocus Areas
30% Chatbots & Conversational AI25% Machine Learning25% Natural Language Processing +120% AI Recommendation SystemsGravitas is an artificial intelligence firm. The firm is based in Boulder, Colorado. Their services include Artificial Intelligence and Web Development.
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$1,000+$25 - $49 / hr50 - 249Chicago, IL
Services provided
30% Web Design30% Web Development10% AI Development +310% Pay Per Click10% Search Engine Optimization10% Social Media MarketingFocus Areas
50% Chatbots & Conversational AI30% Natural Language Processing10% AI Recommendation Systems +110% Machine LearningHydepark Designs is a web design agency. Established in 2025, the agency offers Web Design and Web Development.
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$50,000+$50 - $99 / hr250 - 999Sterling, VA
Services provided
30% IT Staff Augmentation20% AI Development20% Cloud Consulting & SI +215% BI & Big Data Consulting & SI15% Mobile App DevelopmentFocus Areas
15% Chatbots & Conversational AI30% Machine Learning15% AI Recommendation Systems +315% Cognitive Computing15% Natural Language Processing10% Voice and Speech RecognitionFounded in 1999, TechWish is an IT staff augmentation company. The team focuses on IT staff augmentation and cloud consulting & SI.
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$1,000+$200 - $300 / hr2 - 9Orlando, FL
Services provided
55% Business Consulting30% AI Consulting15% Corporate Training & CoachingFocus Areas
35% Chatbots & Conversational AI15% Cognitive Computing15% Machine Learning +515% Natural Language Processing5% AI Recommendation Systems5% Computer Vision5% Robotics5% Voice and Speech RecognitionSee all 1 projectsExperience Impact, a strategic consulting firm, excels in facilitating strategic planning sessions to enhance business performance. The company is noted for its thorough research and strategic insights, contributing to an 8.5% sales growth for a client. All feedback is positive, highlighting exceptional communication and understanding of client needs, with 100% of reviewers praising their strategic thinking and research capabilities.
Industry Experience
Experience Impact has demonstrated significant expertise in the consulting industry, particularly in enhancing employee retention and engagement. Clients commend their strategic facilitation skills, thorough research, and effective communication, leading to measurable business growth. Overall sentiment reflects a strong positive impact, with no notable areas for improvement highlighted. This suggests that Experience Impact is well-suited for organizations seeking to develop strategic plans and improve operational performance.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients commend Experience Impact for delivering exceptional value relative to their cost. One Managing Director noted that the strategic session facilitated by Cheryl led to an 8.5% increase in sales and improved profitability, highlighting the significant return on investment. The overall sentiment reflects satisfaction with the company's thorough research and effective communication, underscoring a perception of high value for money without any noted areas for improvement.Was this helpful?
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$25,000+$50 - $99 / hr10 - 49Maple Grove, MN
Services provided
38% AI Development25% Call Center Services25% Custom Software Development +62% BI & Big Data Consulting & SI2% Cloud Consulting & SI2% E-Commerce Development2% IT Managed Services2% Other Digital Marketing2% Other IT Consulting and SIFocus Areas
10% Chatbots & Conversational AI80% Natural Language Processing10% Machine LearningSpeak2web is an AI development company. The firm is in Maple Grove, Minnesota. Their services include Artificial Intelligence and Custom Software Development.
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UndisclosedUndisclosed10 - 49San Mateo, CA
Services provided
20% AI Consulting20% AI Development20% BI & Big Data Consulting & SI +220% Cloud Consulting & SI20% Mobile App DevelopmentFocus Areas
20% Chatbots & Conversational AI100% Machine Learning40% Natural Language Processing +120% Cognitive ComputingNextPhase.ai is a big data company. Launched in 2012, their team provides BI & big data consulting & SI and cloud consulting & SI.
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$1,000+< $25 / hr10 - 49Schaumburg, IL
Services provided
10% AI Development10% AR/VR Development10% Corporate Travel Management +1010% Generative AI10% IT Staff Augmentation10% Mobile & App Marketing10% Web Development5% API Development5% Cloud Consulting & SI5% Custom Software Development5% IT Managed Services5% IT Strategy Consulting5% IoT DevelopmentFocus Areas
45% Chatbots & Conversational AI30% Machine Learning10% Cognitive Computing +210% Natural Language Processing5% RoboticsTraveltekpro It Solution is a Mobile & App Marketing company established in 2021. The team specializes in Mobile & App Marketing and IT staff augmentation and is based in Schaumburg, Illinois.
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$10,000+$25 - $49 / hr10 - 49Seattle, WA
Services provided
20% E-Commerce Development15% API Development15% Custom Software Development +415% Enterprise App Modernization15% Mobile App Development10% AI Development10% Social Media MarketingFocus Areas
55% Chatbots & Conversational AI45% Computer VisionE-commerce development company Anora.dev is headquartered in Seattle, Washington. The team provides E-Commerce Development and API Development.
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$1,000+$150 - $199 / hr10 - 49Glendale, CA
Services provided
30% AI Development25% Custom Software Development15% AI Agents +215% BI & Big Data Consulting & SI15% Generative AIFocus Areas
20% Chatbots & Conversational AI40% Machine Learning20% Natural Language Processing +210% AI Recommendation Systems10% Voice and Speech RecognitionAB Analytics is an artificial intelligence company. The team specializes in Artificial Intelligence and Custom Software Development and is in Glendale, California.
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$1,000+$25 - $49 / hr10 - 49Los Angeles, CA
Services provided
20% AI Development20% Blockchain20% Digital Strategy +220% Mobile App Development20% Web DevelopmentFocus Areas
50% Chatbots & Conversational AI50% Machine LearningElitechain LLC is a Digital Strategy company. The agency is headquartered in Los Angeles, California and Karachi, Pakistan. Their team focuses on Digital Strategy and Web Development.
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$1,000+$100 - $149 / hr10 - 49Milwaukee, WI
Services provided
20% AI Development20% E-Commerce Development20% Mobile App Development +320% Web Development10% Low/No Code Development10% Web DesignFocus Areas
50% Chatbots & Conversational AI30% Machine Learning20% AI Recommendation SystemsJRG Agency, a web design agency, is located in Milwaukee, Wisconsin and Nashville, Tennessee. The team offers Web Design and Web Development.
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$25,000+$100 - $149 / hr10 - 49Southlake, TX
Services provided
45% AI Development25% Custom Software Development10% Low/No Code Development +210% Mobile App Development10% Web DevelopmentFocus Areas
25% Chatbots & Conversational AI25% AI Recommendation Systems25% Machine Learning +125% Natural Language ProcessingFounders Led Studio, an AI development company, was launched in 2024. The small team specializes in Artificial Intelligence and Custom Software Development.
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$1,000+$100 - $149 / hrFreelancerNeenah, WI
Services provided
50% Search Engine Optimization20% Web Design10% AI Consulting +310% Conversion Optimization5% Graphic Design5% Pay Per ClickFocus Areas
80% Chatbots & Conversational AI20% AI Recommendation SystemsSee all 2 projectsApex SEO Company, an SEO and web development agency, consistently delivers high-quality services, including website creation and search engine optimization. Reviews reflect a 100% positive sentiment, highlighting their budget-friendly solutions, quick turnaround times, and personalized attention. Clients commend their ability to enhance online visibility, with improvements noted in search rankings and lead generation.
Reviews mention Detail-oriented
Clients have consistently praised Apex SEO Company for their detail-oriented approach, emphasizing their great attention to detail and prompt responses to inquiries. One client noted, "They always give us one-on-one personal attention" and highlighted their responsiveness to needs. The overall sentiment reflects a strong appreciation for the company's meticulousness and dedication to client satisfaction, reinforcing their reliability and trustworthiness in addressing project requirements.-
Web Development & SEO for Auto Repair Shop
5.0 May 13, 2020They have great attention to detail and always gives us one-on-one personal attention. Whenever I have a question or problem, they address it really well and quickly. Whenever I call, they get here as soon as they can.
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Industry Experience
Apex SEO Company has demonstrated its expertise in the Education and Automotive industries, receiving positive feedback for its effective SEO strategies and website development. Clients in Education praised the boost in online visibility and quick project turnaround, while Automotive clients highlighted strong communication and personalized service. Overall, sentiment is favorable in both sectors, indicating that Apex SEO Company is a compelling option for businesses seeking to enhance their online presence and engage customers effectively.
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Education AutomotiveWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Apex SEO Company's cost-effectiveness and value for money. One client noted that their pricing fit within a limited budget while still receiving quality service, stating, "Finding a way to prioritize my business needs based on a very limited budget" was impressive. Another client mentioned investing under $10,000 and experiencing significant results, such as achieving top Google search rankings. Overall, the sentiment is positive, emphasizing responsiveness and personalized attention without compromising on quality.Was this helpful?
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$10,000+$50 - $99 / hr50 - 249Franklin, TN
Services provided
20% Mobile App Development20% Web Development10% AI Development +510% Blockchain10% Custom Software Development10% E-Commerce Development10% UX/UI Design10% Web DesignFocus Areas
30% Chatbots & Conversational AI30% Computer Vision30% Machine Learning +110% Natural Language ProcessingADevIndustries is a midsize Franklin, Tennessee-based web development firm. The team specializes in Web Development and Mobile App Development.
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$5,000+UndisclosedFreelancerLos Angeles, CA
Services provided
50% Custom Software Development25% AI Consulting25% IT Strategy ConsultingFocus Areas
50% Chatbots & Conversational AI50% AI Recommendation SystemsArc Theory is a software development company. The firm is located in Los Angeles, California. Their team specializes in Custom Software Development and AI Consulting.
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$1,000+$200 - $300 / hr10 - 49Miami, FL
Services provided
25% AI Development25% Cybersecurity25% ERP Consulting and SI +125% IT Managed ServicesFocus Areas
10% Chatbots & Conversational AI50% Machine Learning30% Cognitive Computing +110% RoboticsWorkMagic, LLC is an ERP consulting and SI company headquartered in Miami, Florida. Established in 1995, the team provides ERP consulting and SI and Cybersecurity.
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$50,000+$150 - $199 / hr50 - 249Woodinville, WA
Services provided
20% Cloud Consulting & SI20% Enterprise App Modernization10% AI Development +510% BI & Big Data Consulting & SI10% Custom Software Development10% IT Managed Services10% Low/No Code Development10% Web DesignFocus Areas
36% Chatbots & Conversational AI17% Cognitive Computing17% Machine Learning +217% Natural Language Processing13% RoboticsEstablished in 1996, Redapt is a cloud consulting & SI company. The agency focuses on cloud consulting & SI and BI & big data consulting & SI, and is midsize.
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$5,000+$25 - $49 / hr10 - 49Wilmington, DE
Services provided
30% AI Agents30% Custom Software Development20% AI Development +120% IT Staff AugmentationFocus Areas
60% Chatbots & Conversational AI40% Natural Language ProcessingSee all 9 projectsAntematter is a technology development company specializing in developing bespoke software solutions, including blockchain infrastructure, AI tools, and web applications. Reviews indicate a strong emphasis on professionalism, communication, and timely delivery, with 100% of clients highlighting their excellent communication and professionalism. While minor challenges were noted, their commitment to customer satisfaction and technical excellence was frequently praised, making them a preferred partner for complex projects.
Reviews mention Communicative
Antematter has received overwhelmingly positive feedback regarding their communicative practices. Clients consistently highlighted their 'exemplary communication' and 'transparent dialogue' throughout project sprints, which ensured clarity on objectives and progress. One client praised the 'daily updates' and responsiveness via messaging, while another noted their ability to 'react fast to any blockers.' Overall, the sentiment reflects a strong appreciation for Antematter's proactive communication, contributing to a trusting and efficient working relationship.-
API Development for Health Technology Company
4.5 Apr 4, 2024Yes everything was delivered on time, and they responded to our needs very well. Highly professional and planned approach to development, delivery and communication. Reduce the number of team members involved in direct communication.
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ML-Based DeFi Algorithm Dev for Blockchain Analytics Company
5.0 Dec 5, 2024The Ante team is very hands on with daily standup and check-ins. The team is extremely responsive to WhatsApp messages and eager to align on any challenges or blockers on the progress. The company is very strong on communication and getting everyone aligned. Antematter reacts fast to any blockers and is results-oriented.
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Custom Software Development for Edge Network Company
4.5 Dec 26, 2024They provided daily updates in messaging. Their effective written communication was impressive.
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Web App & Blockchain Development for Software Company
5.0 Jun 28, 2025Exemplary Communication and Agile Execution: Communication throughout our sprints was nothing short of exemplary. Antematter maintained a transparent and proactive dialogue regarding all sprint goals, ensuring complete clarity on objectives, progress, and any potential adjustments. This robust communication framework, combined with their highly organized and agile methodology, allowed them to consistently meet and often surpass deadlines.
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MVP Development for Investment Firm
5.0 Apr 15, 2024Antematter had aligned one project lead who was responsible for communication on behalf of the development team and the designer did their own communication. Discord and email were the primary communication medium used by the team and they were very responsive in communication. The timelines and scope were set for the project during the discovery phase and they followed that plan with minimal change in the scope.
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Industry Experience
Antematter has demonstrated expertise across various sectors, including software development, blockchain analytics, and healthcare technology. Clients praise their exceptional communication, timely project delivery, and collaborative design processes. Positive feedback highlights their professionalism, technical proficiency, and adaptability, making them particularly well-suited for projects in the Information Technology, healthcare, and blockchain industries. Overall, Antematter is regarded as a reliable partner capable of driving significant impact through tailored solutions.
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Consulting Engineering Information technology Healthcare Software Other industriesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Client feedback on Antematter indicates a strong sentiment regarding their cost-effectiveness and value for money. Multiple reviews highlight their pricing as fitting within clients' budgets and providing good value for the cost. One client noted, 'Good value for cost' while another emphasized the 'great culture fit' and alignment with their values. Overall, clients appreciate the professionalism and timely delivery of projects, reinforcing the perception of Antematter as a reliable partner that offers substantial return on investment.Was this helpful?
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$100,000+$150 - $199 / hr50 - 249Minneapolis, MN
Services provided
20% Digital Strategy20% Mobile App Development20% Web Development +415% UX/UI Design10% AI Consulting10% Custom Software Development5% Wearable App DevelopmentFocus Areas
35% Chatbots & Conversational AI25% Natural Language Processing25% Voice and Speech Recognition +115% AI Recommendation SystemsLivefront is a midsize Digital Strategy company. They offer Digital Strategy and Web Development and were founded in 2001.
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UndisclosedUndisclosed50 - 249Towson, MD
Services provided
20% BI & Big Data Consulting & SI10% AI Development10% Cloud Consulting & SI +610% Custom Software Development10% Enterprise App Modernization10% IT Strategy Consulting10% IoT Development10% Mobile App Development10% Web DesignFocus Areas
35% Chatbots & Conversational AI34% Machine Learning14% Cognitive Computing +210% Natural Language Processing7% RoboticsHeadquartered in Towson, Maryland, Motifworks is an IT strategy consulting company. They provide IT strategy consulting and BI & big data consulting & SI and were founded in 2010.
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$25,000+$25 - $49 / hr250 - 999New York, NY
Services provided
25% AI Agents25% AI Development20% Blockchain +215% AI Consulting15% Generative AIFocus Areas
35% Chatbots & Conversational AI32% Machine Learning20% AI Recommendation Systems +113% Computer VisionSee all 24 projectsPixelette Technologies is a distinguished blockchain and AI technology company, offering services in custom software development, blockchain solutions, and digital marketing. Across their reviews, 100% of clients commend their professionalism, timely delivery, and exceptional project management. Their expertise in blockchain technology, cited by 70% of reviewers, and their proactive approach significantly contribute to positive engagements, earning them a reputation for delivering beyond expectations.
Industry Experience
Pixelette Technologies has received positive feedback across various industries, including healthcare, financial services, business services, education, and gaming. Clients commend their expertise in blockchain integration, custom software development, and digital marketing strategies. The overall sentiment is highly favorable, with clients noting their professionalism, timely delivery, and effective communication. Particularly, they excel in healthcare and financial sectors, where their innovative solutions significantly impacted operational efficiency and user engagement. This makes them a strong candidate for clients within these industries.
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Education Gaming Real estate Business services Information technology Financial services Energy & natural resources Healthcare Other Industry RetailWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise Pixelette Technologies for their exceptional value for money. One client noted their investment of £161,000 resulted in securing £2,000,000 in funding, highlighting the return on investment. Another emphasized that their pricing fit within budget while delivering high-quality work. Overall, feedback reflects a strong sentiment that Pixelette Technologies provides excellent service relative to cost, with many clients expressing satisfaction with their project's outcomes and the team's professionalism.Was this helpful?
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See All Locations (22)New York, NY
140 Broadway
New York, NY 100052 - 5
+1 7732709034
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Undisclosed$100 - $149 / hr2 - 9Miami, FL
Services provided
30% AI Consulting25% Compliance Consulting20% Corporate Training & Coaching +215% Business Consulting10% Market ResearchFocus Areas
30% Chatbots & Conversational AI30% Natural Language Processing20% Cognitive Computing +120% Machine LearningMark Kuria is a Miami, Florida-based AI Consulting company. Their services include AI Consulting and Compliance Consulting.
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UndisclosedUndisclosed2 - 9Panama City, FL
Services provided
25% AI Consulting25% Back Office Outsourcing25% Call Center Services +125% Customer Service OutsourcingFocus Areas
100% Chatbots & Conversational AIDash BPO Panamá is an answering service company. Launched in 2010, the agency is in Panama City, Florida. Their team specializes in Call Center Services and Back Office Outsourcing.
Read more -
UndisclosedUndisclosed250 - 999Walnut Creek, CA
Services provided
20% AI Development20% Custom Software Development20% Mobile App Development +315% IT Staff Augmentation15% UX/UI Design10% Web DesignFocus Areas
38% Chatbots & Conversational AI38% Machine Learning8% Cognitive Computing +28% Natural Language Processing8% RoboticsMidsize custom software development firm Trueforce, Inc., is in Walnut Creek, California. The team specializes in Custom Software Development and Artificial Intelligence.
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$1,000+$25 - $49 / hr10 - 49Dover, DE
Services provided
20% AI Development20% AR/VR Development20% Blockchain +410% Custom Software Development10% IoT Development10% Mobile App Development10% Web DevelopmentFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +220% Natural Language Processing20% RoboticsSilicon Nexus is an AR/VR development company. Their team is in Dover, Delaware and offers AR/VR development and Artificial Intelligence.
Read more -
$5,000+Undisclosed10 - 49Elizabethtown, KY
Services provided
35% UX/UI Design35% Web Development30% AI DevelopmentFocus Areas
20% Chatbots & Conversational AI20% Machine Learning10% AI Recommendation Systems +510% Cognitive Computing10% Computer Vision10% Natural Language Processing10% Robotics10% Voice and Speech RecognitionSee all 4 projectsFocus21 is a company specializing in custom web development and SEO services. Across reviews, the company is praised for its professionalism, strategic partnership, and responsiveness, with no areas for improvement noted. The reviews indicate a 100% positive sentiment, highlighting their effectiveness in increasing visibility and generating leads, with approximately 50% commending their impressive customer service and attentive communication.
Reviews mention Communicative
Focus21 has received positive feedback regarding their communication practices. Clients highlighted the 'constant communication' and the scheduling of weekly meetings, which facilitated clear updates on progress and future goals. One client specifically noted their responsiveness to needs and the provision of detailed reports, emphasizing the impressive nature of their communication. Overall, the sentiment reflects a strong appreciation for Focus21's communicative approach, contributing to successful project outcomes.-
SEO for Interior Design Company
5.0 Aug 23, 2024We scheduled weekly meetings and they provided a report of what was accomplished each week and the goals for the next week. The constant communication and ideas put forward are impressive. I am happy with the process and everything they have completed for me.
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Industry Experience
Focus21 has demonstrated expertise across various industries, including counselling, real estate, interior design, and engineering. Feedback highlights their strengths in SEO optimization, project management, and responsiveness, contributing to improved online visibility and operational efficiency. Clients appreciate the company's cultural alignment and value for cost. Overall, Focus21 is well-suited for clients seeking strategic digital solutions in sectors where online engagement is critical.
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Engineering Healthcare Real estate DesignWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently express satisfaction with Focus21's pricing and value for money. One CEO noted the 'good value for cost' and the alignment of company values as key reasons for selection. Another client highlighted that Focus21's services led to increased website traffic and new leads, reinforcing their worth. Overall, the sentiment reflects that clients perceive Focus21 as a reliable partner offering quality services that justify their investment.Was this helpful?
See All Locations (2)Elizabethtown, KY
111 West Dixie Avenue
Elizabethtown, KY 427012 - 5
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$1,000+< $25 / hr250 - 999Houston, TX
Services provided
80% BI & Big Data Consulting & SI20% AI DevelopmentFocus Areas
10% Chatbots & Conversational AI40% Machine Learning30% Robotics +210% Cognitive Computing10% Natural Language Processing3i Data Scraping is a big data company. The Houston, Texas-based firm was founded in 2009. Their team focuses on BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Milwaukee, WI
Services provided
20% ERP Consulting and SI20% IT Staff Augmentation20% Other IT Consulting and SI +410% AI Consulting10% Business Consulting10% IT Managed Services10% IT Strategy ConsultingFocus Areas
25% Chatbots & Conversational AI30% Cognitive Computing30% Machine Learning +210% Computer Vision5% Natural Language ProcessingNew Resources Consulting is an IT staff augmentation company. They provide IT staff augmentation and other IT consulting and SI and were established in 1992.
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$5,000+$50 - $99 / hr50 - 249San Francisco, CA
Services provided
25% Custom Software Development20% Web Development15% AI Development +515% Mobile App Development10% IT Staff Augmentation5% Application Testing5% Other Application Development5% Robotics Process AutomationFocus Areas
20% Chatbots & Conversational AI50% Machine Learning15% Cognitive Computing +115% Natural Language ProcessingSee all 1 projectsTekbees is a technology company specializing in developing applications for ATM machines, offering ongoing support and maintenance services. The reviews are predominantly positive, highlighting their technical skills and responsiveness, although 100% of reviewers noted a need for improved project management. Additionally, 100% of reviewers emphasized the importance of receiving documentation in English.
Industry Experience
Tekbees has demonstrated expertise within the IT Services industry, particularly in casino technology solutions, as evidenced by their development of an ATM recycle machine application. Feedback highlights their strong technical skills, responsive communication, and ongoing support, while noting potential improvements in project management and documentation practices. Overall, the sentiment is positive, suggesting Tekbees is well-suited for projects in technology and financial services sectors.
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IT ServicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed satisfaction with Tekbees' overall value for money, noting their technical skills and responsiveness. One client highlighted that despite some project management challenges, the pricing was appropriate for the quality of work delivered. The ongoing support has been appreciated, suggesting a good return on investment. However, there were suggestions for improvement in meeting deadlines, indicating a potential area for enhancing value.Was this helpful?
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$1,000+$100 - $149 / hr2 - 9Los Angeles, CA
Services provided
20% AI Consulting15% CRM Consulting and SI15% Pay Per Click +510% Content Marketing10% Conversion Optimization10% Low/No Code Development10% Search Engine Optimization10% Social Media MarketingFocus Areas
60% Chatbots & Conversational AI40% AI Recommendation Systems2X Market, a CRM consulting and SI company, is in Los Angeles, California. They offer CRM consulting and SI and AI Consulting.
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$10,000+Undisclosed2 - 9Cheyenne, WY
Services provided
20% AI Consulting20% AI Development20% AR/VR Development +220% Generative AI20% IoT DevelopmentFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Computer Vision +220% Natural Language Processing20% Voice and Speech RecognitionAd Futuris is an AR/VR development company. Launched in 2023, the team focuses on AR/VR development and IoT development.
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Ability to Deliver (y-axis)
Ability to Deliver considers three criteria:
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Best Chatbot Companies in the US
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$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
37.7/40.019.2/20 Reviews10/10 Clients & Experience8.5/10 Market PresenceService focus
70% AI Development30% Chatbots & Conversational AI30% Other -
$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
35/40.020/20 Reviews10/10 Clients & Experience5/10 Market PresenceService focus
35% AI Development30% Chatbots & Conversational AI65% Other -
$25,000+$50 - $99 / hr50 - 249Hollywood, FL
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
20% AI Development30% Chatbots & Conversational AI80% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
34.6/40.019.8/20 Reviews10/10 Clients & Experience4.8/10 Market PresenceService focus
80% AI Development40% Chatbots & Conversational AI20% Other -
$50,000+$50 - $99 / hr1,000 - 9,999New York, NY
Ability to deliver
37.5/40.020/20 Reviews10/10 Clients & Experience7.5/10 Market PresenceService focus
20% AI Development10% Chatbots & Conversational AI80% Other -
$10,000+$200 - $300 / hr10 - 49Chicago, IL
Ability to deliver
33.9/40.017.4/20 Reviews10/10 Clients & Experience6.5/10 Market PresenceService focus
30% AI Development100% Chatbots & Conversational AI70% Other -
$10,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
33.2/40.017.6/20 Reviews10/10 Clients & Experience5.6/10 Market PresenceService focus
30% AI Development70% Chatbots & Conversational AI70% Other -
$10,000+$150 - $199 / hr10 - 49Lewisville, TX
Ability to deliver
35.2/40.018.8/20 Reviews10/10 Clients & Experience6.4/10 Market PresenceService focus
10% AI Development100% Chatbots & Conversational AI90% Other -
$50,000+$50 - $99 / hr1,000 - 9,999San Francisco, CA
Ability to deliver
35/40.020/20 Reviews10/10 Clients & Experience5/10 Market PresenceService focus
15% AI Development25% Chatbots & Conversational AI85% Other -
$25,000+$50 - $99 / hr250 - 999Miami, FL
Ability to deliver
34.3/40.020/20 Reviews10/10 Clients & Experience4.3/10 Market PresenceService focus
10% AI Development50% Chatbots & Conversational AI90% Other -
$50,000+$150 - $199 / hr10 - 49Austin, TX
Ability to deliver
36.1/40.019.8/20 Reviews10/10 Clients & Experience6.3/10 Market PresenceService focus
10% AI Development70% Chatbots & Conversational AI90% Other -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
33.5/40.019.2/20 Reviews10/10 Clients & Experience4.3/10 Market PresenceService focus
30% AI Development30% Chatbots & Conversational AI70% Other -
$10,000+$100 - $149 / hr10 - 49Miami, FL
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
25% AI Development10% Chatbots & Conversational AI75% Other -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
35.7/40.019.4/20 Reviews10/10 Clients & Experience6.3/10 Market PresenceService focus
40% AI Development20% Chatbots & Conversational AI60% Other -
$25,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
31.8/40.017.6/20 Reviews10/10 Clients & Experience4.2/10 Market PresenceService focus
30% AI Development35% Chatbots & Conversational AI70% Other -
$10,000+Undisclosed50 - 249San Francisco, CA
Ability to deliver
34.6/40.019/20 Reviews9.7/10 Clients & Experience5.9/10 Market PresenceService focus
30% AI Development40% Chatbots & Conversational AI70% Other -
UndisclosedUndisclosed10 - 49Los Angeles, CA
Ability to deliver
29.6/40.016.4/20 Reviews8.9/10 Clients & Experience4.3/10 Market PresenceService focus
100% AI Development100% Chatbots & Conversational AI -
$25,000+$100 - $149 / hr50 - 249Irvine, CA
Ability to deliver
34.6/40.018.4/20 Reviews9.9/10 Clients & Experience6.3/10 Market PresenceService focus
10% AI Development60% Chatbots & Conversational AI90% Other -
$50,000+$150 - $199 / hr250 - 999Los Angeles, CA
Ability to deliver
35.5/40.020/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
25% AI Development15% Chatbots & Conversational AI75% Other -
$10,000+Undisclosed250 - 999Sunny Isles Beach, FL
Ability to deliver
29.4/40.016.2/20 Reviews8.9/10 Clients & Experience4.3/10 Market PresenceService focus
50% AI Development50% Chatbots & Conversational AI50% Other -
$10,000+$25 - $49 / hr50 - 249San Francisco, CA
Ability to deliver
34.3/40.019/20 Reviews10/10 Clients & Experience5.3/10 Market PresenceService focus
65% AI Development20% Chatbots & Conversational AI35% Other -
$25,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
35.3/40.019.8/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
34% AI Development25% Chatbots & Conversational AI66% Other -
$10,000+$100 - $149 / hr10 - 49New York, NY
Ability to deliver
32.9/40.019/20 Reviews10/10 Clients & Experience3.9/10 Market PresenceService focus
60% AI Development40% Chatbots & Conversational AI40% Other -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
32.3/40.017/20 Reviews10/10 Clients & Experience5.3/10 Market PresenceService focus
90% AI Development25% Chatbots & Conversational AI10% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
33.5/40.018.4/20 Reviews10/10 Clients & Experience5.1/10 Market PresenceService focus
100% AI Development25% Chatbots & Conversational AI -
$50,000+$100 - $149 / hr10,000+Charlottesville, VA
Ability to deliver
29.7/40.019.2/20 Reviews6/10 Clients & Experience4.5/10 Market PresenceService focus
40% AI Development25% Chatbots & Conversational AI60% Other -
$25,000+$50 - $99 / hr250 - 999San Diego, CA
Ability to deliver
31.1/40.016/20 Reviews10/10 Clients & Experience5.1/10 Market PresenceService focus
30% AI Development35% Chatbots & Conversational AI70% Other -
$25,000+$50 - $99 / hr250 - 999Orlando, FL
Ability to deliver
31.4/40.016.2/20 Reviews10/10 Clients & Experience5.2/10 Market PresenceService focus
60% AI Development30% Chatbots & Conversational AI40% Other -
$5,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
33.2/40.016.4/20 Reviews10/10 Clients & Experience6.8/10 Market PresenceService focus
55% AI Development25% Chatbots & Conversational AI45% Other -
$25,000+$50 - $99 / hr250 - 999Aventura, FL
Ability to deliver
33.1/40.019/20 Reviews10/10 Clients & Experience4.1/10 Market PresenceService focus
20% AI Development30% Chatbots & Conversational AI80% Other
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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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