# startup-founder-interview

Published articles for startup-founder-interview.

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## Startp Founder Interview: Stefaniya Barabanava of Sphere Health

DevFeed: [Startp Founder Interview: Stefaniya Barabanava of Sphere Health](<https://devfeed.tech/articles/startp-founder-interview-stefaniya-barabanava-of-sphere-health-64967.md>)

Original publisher: [Read original article](<https://hackernoon.com/startp-founder-interview-stefaniya-barabanava-of-sphere-health?source=rss>)

Author: Sphere Health

Published: 2026-10-05T10:00:02Z

Content type: article

Language: en

Sources: [HackerNoon](<https://devfeed.tech/sources/hackernoon.md>)

Topics: [API Business Models](<https://devfeed.tech/topics/api-business-models.md>), [AI Chat](<https://devfeed.tech/topics/ai-chat.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [build](<https://devfeed.tech/tags/build.md>), [business](<https://devfeed.tech/tags/business.md>), [founder-interview](<https://devfeed.tech/tags/founder-interview.md>), [founders](<https://devfeed.tech/tags/founders.md>), [growth](<https://devfeed.tech/tags/growth.md>), [hackernoon](<https://devfeed.tech/tags/hackernoon.md>), [health](<https://devfeed.tech/tags/health.md>), [healthcare](<https://devfeed.tech/tags/healthcare.md>), [interview](<https://devfeed.tech/tags/interview.md>), [questions-for-startup-founders](<https://devfeed.tech/tags/questions-for-startup-founders.md>), [startup](<https://devfeed.tech/tags/startup.md>), [startup-founder-interview](<https://devfeed.tech/tags/startup-founder-interview.md>), [startup-founder-questions](<https://devfeed.tech/tags/startup-founder-questions.md>), [startup-founders](<https://devfeed.tech/tags/startup-founders.md>), [startup-media-coverage](<https://devfeed.tech/tags/startup-media-coverage.md>)

### AI overview

Stefaniya Barabanava describes Sphere's AI operations layer for independent medical practices, which begins with insurance and payment work and aims to automate more administrative workflows. She discusses customer referrals, measures of business and operational success, and the challenge of scaling while preserving an understanding of each practice's needs.

### Source excerpt

Stefaniya Barabanava shares how Sphere is building an AI operations layer for medical practices and why healthcare administration is ready for change.

## Startup Founder Interview: How AI Search Is Becoming a Revenue Attribution Problem

DevFeed: [Startup Founder Interview: How AI Search Is Becoming a Revenue Attribution Problem](<https://devfeed.tech/articles/startup-founder-interview-how-ai-search-is-becoming-a-revenue-attribution-problem-63335.md>)

Original publisher: [Read original article](<https://hackernoon.com/startup-founder-interview-how-ai-search-is-becoming-a-revenue-attribution-problem?source=rss>)

Author: GP

Published: 2026-10-01T08:30:06Z

Content type: opinion

Language: en

Sources: [HackerNoon](<https://devfeed.tech/sources/hackernoon.md>)

Topics: [API Monetization](<https://devfeed.tech/topics/api-monetization.md>), [API Business Models](<https://devfeed.tech/topics/api-business-models.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-search](<https://devfeed.tech/tags/ai-search.md>), [ai-search-attribution](<https://devfeed.tech/tags/ai-search-attribution.md>), [best-ai-visibility-software](<https://devfeed.tech/tags/best-ai-visibility-software.md>), [founder-interview](<https://devfeed.tech/tags/founder-interview.md>), [founders](<https://devfeed.tech/tags/founders.md>), [interview](<https://devfeed.tech/tags/interview.md>), [revenue](<https://devfeed.tech/tags/revenue.md>), [startup](<https://devfeed.tech/tags/startup.md>), [startup-founder-interview](<https://devfeed.tech/tags/startup-founder-interview.md>), [startup-founder-questions](<https://devfeed.tech/tags/startup-founder-questions.md>), [startup-founders](<https://devfeed.tech/tags/startup-founders.md>), [startup-media-coverage](<https://devfeed.tech/tags/startup-media-coverage.md>)

### AI overview

In this founder interview, ThriveStack describes its citedby product, which tracks how AI assistants mention brands and connects citations to CRM and billing data to attribute deals and revenue. The founder discusses its growth metrics, customer acquisition and expansion plans, and risks from platform changes and competition.

### Source excerpt

Discover why AI visibility is becoming a revenue attribution problem and how brands can connect ChatGPT citations, AI search, and pipeline revenue.