ChatGPT SearchOct 12, 2026
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Data as of Oct 15, 2026Based on 371 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Clay holds a clear lead across agency recommendations, standing out for digital product design and well-funded tech startups. For enterprise dashboard redesigns, Fuselab Creative is the usual answer.
Rank and Mentioned in · since Jul 5
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | digital product design and branding for growth-stage tech startups | digital product design and branding for growth-stage tech startups | 33% |
| 2 | embedded SaaS product design teams and subscription-based UX work | embedded SaaS product design teams and subscription-based UX work | 20% |
| 3 | enterprise dashboard design, complex data visualization, and regulated industries | enterprise dashboard design, complex data visualization, and regulated industries | 17% |
| 4 | deep customer research, usability testing, and foundational product strategy | deep customer research, usability testing, and foundational product strategy | 17% |
| 5 | large-scale digital product transformations and mobile-first experiences | large-scale digital product transformations and mobile-first experiences | 17% |
| 6 | redesigning legacy internal tools and complex B2B workflows | redesigning legacy internal tools and complex B2B workflows | 16% |
| 7 | boutique interface design paired with brand identity for SaaS | boutique interface design paired with brand identity for SaaS | 15% |
| 8 | simple, usable interface craft for fast-growing digital products | simple, usable interface craft for fast-growing digital products | 14% |
| 9 | navigating agency searches and early product UX needs | navigating agency searches and early product UX needs | 12% |
| 10 | 10% | ||
| 11 | evidence-driven UX research, usability testing, and interface evaluations | evidence-driven UX research, usability testing, and interface evaluations | 10% |
| 12 | 9% | ||
| 13 | 8% | ||
| 14 | 7% | ||
| 15 | 7% |
What’s changing · since July
Since July, Punchcutrising has become the go-to agency for SaaS copilot and generative AI interfaces, while OmniSenseLabrising also gained ground. Work & Corising joined the most named options for general agency searches, whereas Frogfalling saw reduced visibility for enterprise dashboards.
Week of Sep 21–27 · Since Jul 5
Widest split: Clay, 23% on ChatGPT Search and 43% on Google AI Mode.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Clay | 23% | 43% | |
| Eleken | 13% | 27% | |
| Fuselab Creative | 16% | 19% | |
| IDEO | 13% | 21% | |
| Work & Co | 12% | 23% | |
| Momentum Design Lab | 15% | 16% | |
| Ramotion | 13% | 17% | |
| MetaLab | 8% | 20% | |
| Neuron UX | 8% | 16% | |
| Lazarev Agency | Outside ChatGPT Search's top 25 | 14% |
46% of citations point at the ranked brands’ own sites. reddit.com, linkedin.com, youtube.com are the most-cited sites outside the ranked brands’ own domains.
Market map
Mentioned in · since Jul 5
Leading brands by topic
ChatGPT SearchOct 12, 2026
Which agencies are good at taking an outdated website and giving it a modern, mobile-friendly overhaul?
Google AI ModeOct 14, 2026
Which UX design agencies conduct customer research usability testing and product strategy before producing interface concepts?
Which UI design firms can build accessible design systems and document components for an internal engineering team?
Which product design agencies provide developer-ready handoff and measure whether the redesign improves task completion?
Our internal tools are ugly and hard to use. Who offers UI/UX design specifically for enterprise dashboards?
What is the best digital design agency for startups?
If your website feels outdated, I’d look for an agency that does more than give it a visual makeover. The best partner will combine modern design, mobile-first development, fast load times, accessibility, and SEO so the new site looks better and helps your business grow.
Since you appear to be in the Spring Lake, North Carolina area, I’ve narrowed this down to a mix of nearby agencies and nationally recognized website redesign firms. The best choice depends on your budget, industry, and how much of your existing website needs rebuilding.
Fayetteville, NC · Local option
Best for small and midsize businesses that want a modern website alongside marketing support. Its services include web design, SEO, paid advertising, and branding.
Listed rating: 5.0/5 (66 reviews)
910-364-9101
Fayetteville, NC · Website redesign + SEO
Worth considering if you want a local provider to handle website development, Google visibility, and digital advertising together. It offers packaged website builds as well as ongoing marketing services.
Listed rating: 5.0/5 (14 reviews)
910-812-3474
Raleigh area · Mobile-friendly business sites
A good candidate for a service business that needs a fast, easy-to-use website designed to generate calls and inquiries, with local SEO as an additional priority.
Listed rating: 5.0/5 (39 reviews)
919-623-8746
National agency · Custom design
A strong option if you want a more substantial redesign, custom user experience, and responsive development. Clutch lists a 4.9/5 rating across 111 reviews, with a stated minimum project budget of $5,000.
National agency · Premium visual redesign
Best to consider if the existing website needs a broader refresh of its brand identity, visual design, and user experience. Clutch lists 5.0/5 across 65 reviews and a minimum project budget of $10,000.
Ratings and budgets are published listing details, not guarantees of project quality or your final quote. Directory listings may include featured placements.
These are rough planning ranges, not quotes from the agencies above.
| Redesign scope | Estimated budget |
|---|---|
| Simple small-business website refresh | $1,500–$5,000 |
| Professional, custom mobile-friendly redesign | $5,000–$15,000 |
| Advanced site with integrations, e-commerce, or custom functionality | $15,000–$50,000+ |
For an independent comparison, Clutch's North Carolina web design directory lets you review portfolios, budgets, and client feedback.
The most useful next step is matching the agency to your actual project.
1. What kind of website do you have?
Small business / local services
Professional services (law, consulting, finance, etc.)
Online store / e-commerce
Nonprofit or community organization
Other
2. What's your approximate budget?
Under $3,000
$3,000–$10,000
$10,000–$25,000
$25,000+
3. What's the biggest priority?
Modern look and mobile friendliness
More Google traffic and better SEO
More leads, calls, or sales
A complete redesign and rebuild
4. What platform is the current website built on?
WordPress
Wix or Squarespace
Shopify
Custom-built or another platform
Not sure
[Find my best-fit agencies]
Google AI ModeSep 23, 2026
When you are looking to overhaul an outdated web presence into a high-performing, mobile-responsive asset, several top-tier agencies stand out for their modern UI/UX design and technical execution.
To bring your online presence up to modern standards with a fast, mobile-responsive layout, several top-tier web design and development agencies specialize in full site overhauls.
Here are some reputable firms known for modern, responsive website redesigns:
To help narrow down the ideal firm for your specific project, could you share:
ChatGPT SearchOct 3, 2026
I found several Philadelphia-area firms that look well aligned with a full website redesign + modern responsive/mobile experience, rather than just a cosmetic refresh.
Roja Interactive Web Design — Boutique Philadelphia firm offering custom web design/development, UI/UX, responsive design, speed optimization, hosting and ongoing support. A good fit if you want a hands-on agency rather than a large production shop.
Kelly Website Design — Focuses on custom WordPress redesigns for small and midsize organizations, with emphasis on mobile performance, speed and generating inquiries.
Splat, Inc. — Full-service Philadelphia digital/creative agency doing custom web design and development alongside branding, content and marketing.
Spacious — Particularly worth considering if you're a nonprofit or mission-driven organization. They combine web design, development, branding and ongoing WordPress support.
POP THE PIXEL — Philadelphia studio combining web design, branding and digital marketing, with mobile-friendly WordPress builds and performance/SEO considerations.
When designing an AI copilot for a SaaS product, the UX challenge shifts from deterministic UI (buttons, forms, static dashboards) to probabilistic design —handling latency, managing user trust when the AI hallucinates or misinterprets context, designing inline inline-actions, and balancing chat panels versus contextual inline suggestions.[](https://www.lazarev.agency/industries/ux-design-for-ai-products)
Specialized digital product and UX design agencies that explicitly focus on AI interfaces, B2B SaaS workflows, and generative copilots include:
To help narrow down which partner fits your timeline and budget, tell me:
ChatGPT SearchOct 14, 2026
For a SaaS copilot, I’d look for specialists in AI product design, human–AI interaction, and generative AI UX — not just a general UI/UX agency that can make a chatbot look polished.
The key challenge is designing how users and AI work together inside your existing product: when the copilot appears, how it uses context, how users refine results, how it handles mistakes, and when it asks permission before taking action. These are distinct design problems from traditional SaaS UX.
1. Punchcut
(Best for complex AI experiences)
An established design and innovation firm with AI assistant, agent, and multimodal experience. A strong candidate if your copilot is strategically important and needs sophisticated interaction design and research.
ChatGPT SearchOct 14, 2026
Yes — there are UX and product design agencies that specialize in AI-powered experiences, including conversational interfaces, AI copilots, agentic workflows, and integrating generative AI into existing SaaS products.
For your use case, I’d look beyond traditional UX agencies that have simply added “AI” to their marketing. You want a partner that understands how to design an AI copilot that fits into an existing software workflow — including how users provide context, review generated results, correct mistakes, manage uncertainty, and stay in control.
The most relevant partners generally fall into three groups:
I found several firms whose published services specifically address AI product UX, rather than just general product design. These would be my starting shortlist based on the type of work they describe.
1.
Google AI ModeOct 14, 2026
Google AI ModeOct 14, 2026
Several prominent UX and product design agencies specialize in zero-to-one generative AI applications, complex enterprise workflows, and contextual SaaS copilots . [](https://www.eleken.co/blog-posts/ai-design-agency)[[2](https://www.linkedin.com/pulse/why-users-struggling-saas-product-works-7-ux-design-agencies-146sc)](https://www.linkedin.com/pulse/why-users-struggling-saas-product-works-7-ux-design-agencies-146sc)[[3](https://www.925studios.co/blog/top-ai-product-design-agencies-2026)](https://www.925studios.co/blog/top-ai-product-design-agencies-2026)
When designing a copilot, the core challenge is moving beyond the standard chat sidebar to craft patterns that feel transparent, controllable, and contextually embedded into existing user workspaces.[]()
ChatGPT SearchOct 14, 2026
To help narrow down which of these (or other boutique options) fits best, tell me:
Eastern Standard is a more substantial Philadelphia-rooted agency. Its capabilities include UX/web design, WordPress, Drupal, React, Contentful, SEO and analytics. For larger redesigns, it says engagements can run 4–12 months, with formal information architecture, wireframes, visual design and responsive layouts for mobile, tablet and desktop.
Biondo Creative has been doing custom websites for 25 years and explicitly offers responsive design, UX/UI, accessibility, content migration, integrations, website audits and redesigns.
For the project you described, I'd get proposals from 3 firms with different approaches:
I'd ask each one to quote the same scope: UX audit → sitemap/information architecture → new visual design → responsive development → content migration → SEO preservation/redirects → accessibility → performance optimization → cross-device QA → launch. That makes the proposals much easier to compare.
If you give me your current website URL, I can also research the firms' portfolios and identify 3–5 that appear to be the closest match to your site's size, industry, and redesign requirements, with their typical project range and contact links.
Website:
2. ParallelHQ
(Best for SaaS integration)
Focuses on AI product design, UX research, prototyping, and design systems. Particularly relevant if you want to embed a copilot into existing B2B workflows rather than build a standalone chatbot.
Website:
3. OmniSenseLab
(Best for dedicated AI UX expertise)
A specialist consultancy founded by Saikat Mandal, whose background includes Google, Kaiser Permanente, and NetApp. Its stated services directly cover embedded SaaS copilots, LLM interfaces, conversational UX, and AI-specific design systems.
Website:
4. Reload UX
Best for shipping an AI feature quickly
Offers AI-native product design, agentic workflow UX, conversational interfaces, and AI trust and explainability design. Worth considering if you already have a SaaS product and need to get an AI feature into production.
Website:
5. Embed Studios
Best for design plus implementation
Works on AI copilots, agentic interfaces, enterprise UX, and design systems, with development capabilities as well. Consider it if you want a partner who can carry the work from design through implementation.
Website:
When interviewing these firms or individual designers, ask them to show real product work addressing these six areas:
These are important evaluation criteria for AI interfaces because model outputs are variable and user trust depends on making AI behavior understandable and controllable.
I'd start by talking to ParallelHQ, OmniSenseLab, and Punchcut. They represent three useful approaches: SaaS-focused product design, specialist AI UX consulting, and deeper human-centered AI innovation.
Treat this as a shortlist for evaluation, not a definitive ranking; verify relevant shipped projects, references, team seniority, and budget fit before selecting a partner.
One question that would help me narrow the list further: What kind of copilot are you building?
1. Copilot type
Embedded assistant in an existing SaaS product
Agent that takes actions across workflows
Generative UI that creates interfaces or reports
Domain-specific enterprise copilot
2. Preferred engagement
Independent senior AI UX designer
Agency or project team
Fractional design lead
3. Current stage
Concept / discovery
Prototype / MVP
Live product needing UX improvement
[Narrow down the shortlist]
(Enterprise AI)
Particularly interesting if your copilot serves business users in a complex or regulated environment. Its published work covers AI dashboards, conversational AI, confidence and fallback patterns, and human approval of AI-generated actions.
Best for: complex workflows, trust, explainability, and human-in-the-loop design.
2. Lazarev.agency
A strong candidate for a polished, sophisticated SaaS experience. The agency focuses on AI, data-heavy products, and B2B platforms, making it worth considering when the copilot needs to feel like an integral part of a larger product rather than a separate chatbot.
Best for: high-quality UI, product strategy, and complex B2B interfaces.
3. Groto
Its published AI UX services explicitly include embedded copilots, multi-turn conversations, prompt interfaces, editable outputs, regeneration, and AI-specific UX audits. That is closely aligned with your brief.
Best for: designing and improving a copilot inside an existing SaaS product.
4. Embed Studios
Covers AI and agentic interfaces, enterprise product UX, design systems, UX audits, and development. It could be a good fit if you need a design partner who can take the copilot from research and prototyping through engineering handoff or implementation.
Best for: end-to-end delivery and fitting AI interactions into an established product design system.
5. Reload UX
Positions itself around AI-native product design, agentic workflows, conversational AI, trust and explainability, and redesigning AI features that aren't gaining traction.
Best for: product teams that need AI-specific discovery, interaction design, and adoption improvements.
6. Shipform Studio
Particularly relevant if you're exploring something beyond chat: interfaces where AI generates contextual layouts, cards, controls, or entire interactive views. It also describes building prototypes and front ends connected to a product's backend.
Best for: generative UI, adaptive interfaces, and design-to-code prototyping.
These are candidates to investigate, not a definitive ranking. The descriptions above are based on their published offerings; I'd validate actual shipped copilot case studies, team experience, and client references before selecting one.
For your project, I would start with Groto, Fuselab Creative, and Embed Studios if the primary goal is to embed a copilot into an existing SaaS product. I’d add Shipform if you're considering more ambitious generative UI rather than a conventional chat panel.
When evaluating them, ask to see a real project where they designed:
One particularly useful interview question is: “Can you show us an AI copilot you designed where the primary interaction wasn't a chat window?” The answer should reveal a lot about the team's depth.
I can make a more targeted shortlist if I know a little about your product.
1. What kind of SaaS are you building?
Existing B2B / enterprise SaaS
Industry-specific or vertical SaaS
A new AI-native product
2. What kind of copilot experience are you designing?
An assistant embedded in existing screens
A chat-based assistant
An agent that executes multi-step tasks
Dynamic interfaces generated by AI
A combination of these
3. What do you need the agency to deliver?
UX research, interaction design, and UI
Product strategy and rapid prototyping
Design plus engineering / implementation
4. What's your approximate budget for the engagement?
Under $25k
$25k–$75k
$75k–$150k
$150k+
Not sure yet
5. Where should the agency be based?
United States only
North America
Anywhere globally, including remote teams
[Find the best-fit agencies]
Yes, several specialized UX agencies and product studios focus explicitly on designing interfaces, copilots, and interaction paradigms for generative AI and SaaS platforms . Designing for AI requires solving unique patterns—such as handling non-deterministic outputs, managing latency, designing conversational/contextual sidebars, and moving past the "dreaded empty prompt box".[](https://www.lazarev.agency/articles/generative-ai-ux-design-agencies)[[2](https://studiomaydit.com/agencies/best-ux-design-agencies-for-ai-copilots)](https://studiomaydit.com/agencies/best-ux-design-agencies-for-ai-copilots)[[3](https://studiomaydit.com/agencies/best-ux-design-agencies-for-generative-ai-startups)](https://studiomaydit.com/agencies/best-ux-design-agencies-for-generative-ai-startups)
Top UX agencies specializing in generative AI and SaaS copilots include:
If you'd like to narrow this down, tell me:
I can help you pinpoint which of these firms best matches your current stage.
Top agencies with strong portfolios and relevant focus areas for building a SaaS AI copilot include:
If you want to narrow this down, let me know:
For a SaaS copilot, I’d prioritize agencies that have designed AI inside an existing software workflow, rather than firms whose portfolios focus mainly on attractive AI landing pages or standalone chatbots.
The hardest UX problems are usually contextual awareness (what the copilot knows about the current screen or record), editable AI-generated outputs, source attribution, user approval before actions, and graceful recovery when the model gets something wrong.
I reviewed agencies with publicly visible AI product work and would start with the following shortlist. This is a fit-based recommendation, not a definitive industry ranking.
(Best overall fit)
Best for: A copilot embedded in a complex SaaS product.
Their published portfolio covers generative-AI content tools, built-in LLM agents, enterprise analytics, confidence scoring, citations, and human-in-the-loop workflows. Particularly relevant is their work on Feedvisor, an AI analytics SaaS, and HomeRemitt's built-in AI agent.
(Best for B2B SaaS polish)
Best for: A sophisticated, enterprise-ready interface that feels native to your existing product.
Their work spans AI and data platforms, and they explicitly offer a service for adding reusable AI UX patterns to existing products, including design-system components and developer-ready specifications.
Best for: Data-heavy, regulated, or workflow-intensive SaaS.
Their AI work includes analytics dashboards, clinical decision support, conversational interfaces over knowledge graphs, and multimodal experiences. I'd shortlist them if your copilot must explain its answers, expose uncertainty, and let users override or verify AI decisions.
Best for: A startup that needs hands-on SaaS product design capacity.
Their Modia case is especially worth reviewing: it concerns turning an AI content tool into a SaaS product. That makes it relevant if you're moving from an early AI feature or prototype toward a usable, repeatable workflow.
Best for: Design plus implementation support.
Their stated services include copilot and agent interfaces, enterprise UX, design systems, and frontend/backend delivery. This could be a practical fit if you want a partner to help get designs into a working product, not just hand over Figma files.
Explore services and portfolio
Best for: Focused copilot UX and interface design.
UITOP publishes a case study called “Designing Reliable AI Copilots,” featuring Sully, a healthcare-oriented AI copilot. It's a useful portfolio to inspect if your product needs an assistant that supports users in their existing work rather than replacing the whole workflow with chat.
For your use case, I'd start with Denovers, Lazarev.agency, and Fuselab Creative. They collectively cover embedded AI experiences, B2B product design, and trust-sensitive workflows. Add Eleken if you're an early-stage team that needs flexible SaaS design capacity.
Before choosing, ask each agency to walk you through an actual project—not just polished screenshots—and explain how they handled these five things:
I'd also request a working prototype using your own product context, ideally tested with a few representative users.
1. Where are you in product development?
Existing SaaS adding a copilot
Redesigning an existing AI experience
Building a new AI-native product
2. What do you want the agency to deliver?
UX strategy + UI design
UI design and design system
End-to-end design + engineering
3. What's your approximate budget?
Under $25k
$25k–$75k
$75k–$150k
$150k+
Not sure yet
4. What kind of SaaS do you build?
General B2B SaaS
Analytics / data platform
CRM / sales / customer support
Developer tools
Regulated / enterprise software
[Refine agency shortlist]
