AI Customer Research Blog

Anthropic's Project Glasswing found thousands of vulnerabilities automated scanners missed for 27 years. Your customer feedback tools have the same blind spot.

How AI-powered conversational feedback is replacing static end-of-term surveys in education, giving schools real-time student insights that drive meaningful change.

Why real estate teams are replacing contact forms with AI-powered conversations that capture buyer intent, timeline, and budget before an agent picks up the phone.

How healthcare practices are replacing paper intake forms with AI-powered conversations that adapt to each patient, improving data quality and reducing wait times.

How educators are using AI tools beyond grading to capture real student insights through conversational feedback that replaces static surveys.

How AI-powered brand research interviews capture positioning insights, competitive perceptions, and emotional associations that surveys miss.

How top real estate agents use conversational AI to respond instantly, qualify leads automatically, and convert at 2-3x the rate of traditional contact forms.

Why annual employee surveys miss what matters and how AI-powered conversations capture the context, nuance, and honesty that drive real engagement improvements.

A comparison of event registration platforms in 2026, including why the best ones are moving from static forms to conversational AI-powered registration.

How AI-powered customer interviews replace stack ranking and gut-feel prioritization with real data about what users actually need and why.

Why the best home services contractors are replacing contact forms with AI-powered conversational intake that qualifies leads in real-time and routes to the right crew.

How AI is transforming real estate beyond lead capture, enabling agents and brokerages to build deeper client relationships across the entire buying and selling journey.

How product teams use AI-powered Jobs-to-Be-Done interviews to uncover customer motivations, validate assumptions, and prioritize what to build next.

Why nonprofit donor satisfaction surveys miss what matters and how AI-powered conversations uncover the motivations, concerns, and loyalty signals that drive retention.

Why traditional student feedback surveys fail to capture what students actually think, and how AI-powered conversations are replacing them with better data and higher engagement.

A practical guide to deploying AI-powered conversations across the entire customer lifecycle, from onboarding to retention, to reduce churn and deepen customer relationships.

Why event registration forms drive abandonment and miss attendee intent, and how conversational AI registration captures better data with higher completion rates.

How AI-powered win-loss interviews uncover the real reasons deals close or fall through, giving product and sales teams actionable intelligence at scale.

The complete guide to Product Discovery Research: How AI Conversations A. Best practices, tools, and strategies for product teams.

Static intake forms lose 75-81% of prospects before submission. The real intake form alternative isn't a better form — it's not a form at all.

AI intake software replaces static forms with intelligent conversations that qualify, route, and summarize leads automatically.

Most 'AI legal intake' tools are just forms with automation bolted on. Here's why the firms winning in 2026 are replacing forms entirely with conversational AI — and seeing 3x more qualified consultations.

An insurance chatbot case study: How AI for insurance transformed lead intake, automated quotes in 90 seconds, and drove 55% year-over-year growth—leaving legacy competitors behind.

Perspective AI is now SOC 2 Type II and ISO 27001 certified. Your conversations are protected — now it's official.

Insurance conversational AI obsesses over deflection rates. But the real ROI comes from understanding what policyholders are telling you.

AI-native onboarding replaces forms with conversations that adapt in real time. A practical guide for product managers evaluating AI onboarding tools.

Master product-market fit research with modern methods. Learn how to measure PMF, run effective customer interviews, and validate your product direction.

Traditional customer research is expensive and slow. Learn how conversational AI delivers deeper insights at a fraction of the cost—with real examples.

Looking for a Typeform alternative? We compare the top options in 2026—from budget-friendly form builders to AI-powered conversation platforms that capture structured data AND 10x more context than traditional forms.

The complete guide to voice of customer. Learn best practices, tools, and strategies for product teams.

If your first customer touch is still a web form, you are leaving context, intent, and momentum behind. AI-driven interviews capture the signal forms cannot, and turn first touch into a real advantage.

This month brings our most powerful integrations yet—connect Perspective to your favorite AI assistants, deploy three specialized agent types, and automate post-interview routing with intelligent completion flows.

Anthropic Runs AI-Led Interviews Internally, Why Aren’t You?

In 2025, AI isn't just a time-saver — it's a growth engine. This guide shows how small businesses are turning efficiency into strategy using real-world insights from recent research.

Most podcast growth advice is guesswork. Here’s how independent creators and production teams can use AI-powered research to scale smarter and grow faster.

Learn how to build a market research strategy template that drives action, aligns teams, and informs product, pricing, and messaging decisions.

We launched Voice Agents on Product Hunt, reached #3 Product of the Day, led four categories, and are celebrating with a 75% off Pro Plan subscription offer.

We're introducing grounded quotes, voice model selection, one-click test conversations, bulk participant invites, and quick-start analysis prompts to make research faster and more powerful than ever.

Executives are leaning on 'AI translators'—staff who interpret AI insights for them. This blog explores the benefits, risks, and best practices for managing this growing dynamic.

Discover how AI can make UX concept testing faster, more scalable, and more insightful—allowing you to validate ideas before investing in design and development.

In 2025, evaluating a qualitative research platform means more than just checking for transcription. This post outlines the core capabilities that matter for scaled, synthesized insight generation.

From generative AI breakthroughs to strategic transformation consulting, explore the key trends revolutionizing how businesses approach artificial intelligence consulting services.

The old PM role is gone. AI killed the busywork—but in its place is a new kind of product leader: strategic, intuitive, and deeply human.

AI is shrinking PM teams, eliminating routine tasks, and elevating expectations. Find out how surviving product managers can become indispensable strategic leaders.

Today, we're rolling out a huge set of new features and improvements designed to streamline every step of your workflow, from participant authentication to advanced reporting and analysis.

Our latest research reveals a striking disconnect between how AI companies position their solutions and what actually drives buyer decisions.

Top founders are ditching gut instinct and embracing structured, repeatable customer research. Learn the tactics redefining how modern SaaS teams discover what customers really want—and how you can, too.

Tired of flat survey data? Perspective AI now lets you hear your customers—literally. Discover how voice conversations are transforming customer research and driving richer, more actionable insights.

Chief Customer Officers face a harsh reality: despite investing in VoC programs, your teams operate with conflicting views of customer needs. Learn how Perspective AI creates organizational alignment by giving all humans access to shared customer insights that drive consistent experiences.

Traditional feedback methods are giving way to AI-driven conversations that deliver richer insights and more meaningful customer connections. Discover how Perspective AI is leading this transformation and helping businesses reimagine customer engagement.

Customer acquisition costs continue to rise, making retention more critical than ever. Discover how Perspective AI's conversational approach helps businesses identify churn risks early and implement targeted strategies that reduce customer attrition by up to 30%.

Traditional survey platforms like SurveyMonkey and Qualtrics often fail to capture nuanced customer insights. Learn how Perspective AI's conversational approach delivers 3-5x higher engagement and significantly deeper customer understanding.

Learn how Perspective AI seamlessly connects with your existing business systems with flexible APIs, pre-built connectors, and customizable workflows that adapt to your specific business needs.

Traditional feedback systems create weeks of delay between customer issues and action. Learn how Perspective AI's real-time analysis capabilities provide immediate insights, allowing businesses to respond to customer needs faster than ever before.

Your VOC program might be missing what matters most. Learn why top SaaS teams are rethinking feedback—and how you can get the full story straight from your customers.

Discover why traditional surveys fall short and how Perspective AI's conversational approach delivers deeper insights, higher completion rates, and more actionable data for modern businesses.

Relying on generic surveys keeps you stuck with surface-level data. Find out how winning teams escape the lowest common denominator trap and unlock richer, more actionable customer insights.

The fastest-growing companies don't guess what customers want—they know. Discover how direct, unfiltered feedback is fueling breakout growth and how your team can capture the same edge.

we're thrilled to announce our public launch and our seed funding today. But more importantly, we want to tell you why we exist: to introduce Customer Clarity

Perspective AI's January release brings smarter research automations, advanced analytics, and a smoother user experience—helping SaaS teams unlock deeper customer insights.

See what's new at Perspective AI: enhanced conversation guides, expanded analysis toolkit, and better research tools that make capturing customer insights faster and easier than ever.

Are NPS surveys falling short? Discover why today's SaaS leaders are moving beyond outdated metrics and embracing richer, more actionable customer conversations.