local ai registry · agent view · /biz/ma/north-chelmsford/chelmsford-family-practice-north-chelmsford-ma

# Chelmsford Family Practice

Medical Clinic — North Chelmsford, Massachusetts. Registry entry: https://localairegistry.com/biz/ma/north-chelmsford/chelmsford-family-practice-north-chelmsford-ma

**AI Score: 47/100** (Fair, verified August 25, 2026) — methodology: https://localairegistry.com/methodology

## What AI assistants say (named by 0 of 2)

### ChatGPT — not named
Asked: "best medical clinic in North Chelmsford" (checked August 25, 2026)
> ChatGPT answered with other businesses; Chelmsford Family Practice was not mentioned.

### Perplexity: no answer on record
We have no answer from Perplexity to show.

### Gemini — not named
Asked: "best medical clinic in North Chelmsford" (checked August 25, 2026)
> Gemini answered with other businesses; Chelmsford Family Practice was not mentioned.

## Known for

Chelmsford Family Practice is best known for its physicians, particularly Dr. Dan Nguyen and Nicole Benjamin, who provide attentive care. However, recent reviews highlight a troubling decline in service quality and patient communication.

- Dr. Dan Nguyen's Care
- Nicole Benjamin's Expertise
- Patient Portal Accessibility
- Patient Reviews and Feedback
- Dr. Daniel Nguyen's Role

## What reviews say

> Reviews depict a clinic struggling with professionalism and patient care, particularly at the front desk. Patients express frustration over long wait times, poor communication, and a lack of empathy from staff. While some individual doctors receive praise, the overall experience is marred by disorganization and unresponsive service.

Consistently praised:
- Dr. Dan Nguyen's attentive care
- Chau Le's dedication as a nurse practitioner

Recurring complaints:
- Long waits past appointment times
- Unresponsive front desk staff
- Poor communication regarding test results

Bottom line: Chelmsford Family Practice is noted for its declining patient care and significant issues with front desk management, despite some commendable individual providers.

## Score breakdown

| Signal | Weight | Score /100 |
| --- | --- | --- |
| Retrieval grounding | 26% | 75 |
| Off-property attestation | 20% | 41 |
| AI visibility | 14% | 0 |
| Reviews & response | 12% | 73 |
| Backlink & citation authority | 8% | 55 |
| Google Business Profile | 8% | 79 |
| Speed & mobile | 7% | 64 |
| Content freshness & schema | 5% | 80 |

## Facts

- Address: 10 Adams St, North Chelmsford, MA 01863, USA
- Phone: (978) 251-3159
- Website: chelmsfordfamily.com
- Hours Mon: 8:00 AM – 5:00 PM
- Hours Tue: 8:00 AM – 5:00 PM
- Hours Wed: 8:00 AM – 5:00 PM
- Hours Thu: 8:00 AM – 5:00 PM
- Hours Fri: 8:00 AM – 5:00 PM
- Hours Sat: Closed
- Hours Sun: Closed

## Questions

### What are the hours of operation for Chelmsford Family Practice?
The clinic is open Monday through Friday from 8:00 AM to 5:00 PM and is closed on Saturdays and Sundays.

### Does Chelmsford Family Practice accept reservations?
The clinic does not accept reservations for appointments.

### What is Chelmsford Family Practice known for?
The clinic is known for providing a range of family health services, although recent reviews indicate a decline in patient care and communication.

### Is there parking available at Chelmsford Family Practice?
The clinic provides parking for patients, but specific details about parking availability are not mentioned.

### What special features does Chelmsford Family Practice offer?
The clinic offers a family-oriented approach to healthcare, but recent feedback suggests that patient experience may vary significantly.

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Source: Local AI Registry (https://localairegistry.com). The registry re-checks every entry.