# Michael Bair

Michael Bair provides fractional customer experience leadership and consulting for ecommerce brands, including support for customer retention and AI implementation.

- Profile: https://b2binfluencer.marketing/creators/michael-bair/
- LinkedIn: https://www.linkedin.com/in/michaeljbair
- LinkedIn followers: 4,637
- Topics: artificial-intelligence, leadership, customer-experience
- Based on 11 dated posts, latest 2026-09-17

## Summary

Fractional customer experience leadership and AI implementation support for ecommerce brands.

- Best for: DTC consumable subscription brands scaling customer operations and needing retention and AI support.
- Not for: Paid social influencer campaigns for mass-market consumer launches or broad Gen Z reach.
- Check first: Confirm current audience demographics, sponsor policy, rates, media kit, and partnership terms.

### Takeaways

- Monthly shipments of consumables create more chances for delivery or billing problems.
- They led four ecommerce AI implementations, covering roadmap, success measures, launch, and post-launch improvement.
- Scaling problems may be gaps in CX leadership and readiness, not just tools.

## Main ideas

- **Scaling customer experience often reveals a people-readiness problem, not just a tooling gap**: Michael Bair argues that growth-stage ecommerce brands often mistake CX failures for scaling or readiness problems when the underlying issue is the team. In their account, people are usually not incompetent; they may simply never have had a strong CX leader, may not know what good looks like, and may define the job as keeping the backlog low and CSAT high. As the business grows, that gap becomes a bottleneck: teams lack a staffing strategy, miss policies and procedures that cause customer pain and team-member inefficiency, and do not know which platforms support voice of customer, SLA management or workforce management.
- **For consumable subscriptions, shipment frequency is a customer-experience and retention lever**: Michael Bair argues that monthly shipping creates more chances for something to go wrong—a lost package, damaged order, billing issue or fulfillment delay. Over a long customer relationship, those incidents accumulate and shape how customers think about the brand, whether or not it is at fault. Their proposed test is to move more customers from monthly to quarterly shipments in exchange for a discount. That can reduce fulfillment incidents, lower operational costs, collect cash upfront and make customers more committed.
- **AI customer-service initiatives stall when ownership is unclear**: Michael Bair argues that AI implementation depends less on whether the technology is available than on whether one person owns it end to end. Stalled projects often lack someone whose entire job is to make the initiative succeed—from roadmap and success measures to reporting, stakeholder alignment, tradeoffs, launch and post-launch improvement.

## Work to read

- [Three fractional CX engagements point to the same bottleneck: people readiness](https://www.linkedin.com/posts/michaeljbair_a-mentorpass-call-on-friday-an-intro-call-activity-7503097615253774336-1-Cc)
- [Monthly subscription CX: why shipment frequency is a retention lever](https://www.linkedin.com/posts/michaeljbair_being-a-monthly-subscription-company-especially-activity-7506345501932331009-tiR2)
- [Customer-facing AI implementation needs clear ownership](https://www.linkedin.com/posts/michaeljbair_before-i-left-my-svp-role-at-figs-i-spent-activity-7469751320841793537-glzW)

## Brand relationships

- **FIGS** (employment)
- **SPANX** (client)

## Partnerships

Michael Bair's posts describe commercial work as fractional customer experience (CX) leadership and hands-on AI implementation for ecommerce brands, not sponsored posts, affiliate placements, or paid social formats. They describe multi-year engagements building retention and QA programs, hiring CX managers and directors, and taking an AI agent from roadmap through post-launch improvement. Ask Bair directly about sponsor policy, rates, a media kit, and partnership terms.

## Alternatives

- Nick Stagge: Consider Nick Stagge when the need is subscription-program strategy or marketing economics rather than front-line CX operations. The posts address whether the subscription model is structurally sound, how churn, expected reliability, and convenience versus control interact, and how acquisition, lifecycle marketing, and conversion form one economic system for a founder-led ecommerce brand. They are a better fit when the immediate question is what the subscription business should do, not who should run the CX organization day to day.
- Mohammad Ashraf: Consider Mohammad Ashraf when the need is retention analytics and churn diagnosis. The posts examine subscription economics: how deeper discounts affected take rate, average order value, and LTV; how units per transaction explained flat LTV when the discount did not; and how one brand split churn into four cancellation phases with different causes. They are a better fit when the brand already has cohort and cancellation data and needs to separate the surface metric from the real driver, or segment a retention program by when and why subscribers cancel.
- Buckley Sawyer: Consider Buckley Sawyer when the need is a support-function transformation or CX operating-model problem. The seven-step post maps a shift from transactional support KPIs to experience-driven outcomes, proactive teams, personalization through technology, continuous feedback loops, cross-functional collaboration, root-cause pain-point resolution, and employee experience. It is a better fit when the brand needs a structured framework and change narrative for moving a support center toward a CX operating model, or when the immediate task is hiring a support or CX leader rather than fixing a subscription retention program.

---
AI-assisted summary of public posts. Audience demographics are not available. Engagement appears only where we checked recent posts. Method: https://b2binfluencer.marketing/methodology/