Frequently Asked
Questions

We're a strategy firm built exclusively for dating and matchmaking businesses. We use AI to redesign how your platform matches, converses, and converts members — so the goal shifts from more swiping to more real dates.

• Dating-Industry Focus
• AI + Strategy Combined
• Hands-On Implementation

We work with stagnating dating platforms looking to reignite growth, niche and regional dating startups entering a crowded market, and offline matchmaking agencies looking to add AI without losing their personal touch.

• Dating-Industry Focus
• AI + Strategy Combined
• Hands-On Implementation

Both. Startups get an AI Strategy Roadmap built before they write a line of code, so AI is core to the product from day one. Established platforms typically start with a Date Conversion Audit to find out exactly where AI can move the needle.

• Dating-Industry Focus
• AI + Strategy Combined
• Hands-On Implementation

A Date Conversion Audit usually takes two to three weeks. A full AI Strategy Roadmap and business model redesign typically runs six to ten weeks, depending on the complexity of your platform. Ongoing advisory continues on a quarterly basis.

• Dating-Industry Focus
• AI + Strategy Combined
• Hands-On Implementation

We offer fixed-fee engagements for the Date Conversion Audit and AI Strategy Roadmap, project-based pricing for business model redesign and implementation support, and a monthly retainer for ongoing advisory.

• Flexible Engagement Models
• Transparent Pricing
• No Hidden Fees

A full funnel and drop-off analysis, a matching quality review, benchmarking of your conversation-to-date rate, and a scored diagnostic report with a prioritized list of where AI can have the biggest impact.

• Flexible Engagement Models
• Transparent Pricing
• No Hidden Fees

No. Every engagement starts with a fixed quote covering scope, deliverables, and timeline, agreed before we begin. If scope changes mid-engagement, we'll flag it and re-quote before doing any additional work.

• Flexible Engagement Models
• Transparent Pricing
• No Hidden Fees

For select engagements, yes. We can structure part of our fee against a measurable lift in date-conversion rate, so our incentives are aligned with your platform's actual outcomes rather than just deliverables.

• Flexible Engagement Models
• Transparent Pricing
• No Hidden Fees

We only work with dating and matchmaking businesses. A generic AI consultant knows AI; we know AI and your industry — matching dynamics, trust and safety concerns, and what actually gets a member from a match to a date.

• Data-Driven Diagnostics
• Outcome-Based KPIs
• Tailored to Your Platform

It's our signature diagnostic. We map your full funnel — from signup to first date — and pinpoint exactly where members drop off, so you know precisely where AI can have the biggest impact before you invest in building anything.

• Data-Driven Diagnostics
• Outcome-Based KPIs
• Tailored to Your Platform

Dates booked — not matches, not messages, not time-on-app. Every recommendation we make is tied back to that single outcome, and we track it before and after implementation so the impact is measurable, not anecdotal.

• Data-Driven Diagnostics
• Outcome-Based KPIs
• Tailored to Your Platform

Both. We don't stop at a slide deck — we help you write the technical spec, select the right AI and matching-engine vendors, and coordinate rollout, so the strategy actually reaches production.

• Data-Driven Diagnostics
• Outcome-Based KPIs
• Tailored to Your Platform

Only what's needed to deliver the engagement — funnel and product analytics, aggregated member behavior data, and business information you choose to share with us. We don't request more access than a given deliverable requires.

• Strict Confidentiality
• No Data Resale
• Secure Handling

Wherever possible, we work from aggregated and anonymized data. If deeper access is genuinely required for a specific analysis, it's scoped, agreed with you in advance, and covered under an NDA and data processing agreement.

• Strict Confidentiality
• No Data Resale
• Secure Handling

No. We never sell or share client data with third parties. The only exception is when you explicitly ask us to loop in a vendor or implementation partner as part of the engagement — and even then, only what's necessary is shared.

• Strict Confidentiality
• No Data Resale
• Secure Handling

We sign mutual NDAs before any sensitive information changes hands, limit access to the people directly working on your engagement, and delete working data at the end of the project unless you ask us to retain it for ongoing advisory.

• Strict Confidentiality
• No Data Resale
• Secure Handling