Reviews Analysis

Shelly: AI Chatbot & FAQs Reviews Analysis

By Trump Tech · 0

Shelly: AI Chatbot & FAQs has 4 reviews on the Shopify App Store with a 5.0★ rating. This reviews analysis report examines Shelly: AI Chatbot & FAQs's review history for anomalies — including review purge impact, unusual 5-star spikes, sentiment trends, and the most common complaints and praise from real merchants. If you're deciding whether Shelly: AI Chatbot & FAQs is good for your store, this is the deep dive into what users actually say.

Case opened: 5.0★ · 4 reviews archived·Last updated: July 22, 2026

July 2026 review purge

Lost 2 reviews on July 15, 2026

Shelly: AI Chatbot & FAQs's review count dropped from 4 (baseline) to 2 (trough) during Shopify's July 2026 review purge — a cut of 2.

422 (now)

Only partly restored — still 2 short of baseline.

Review velocity

Review velocity is normal

0 reviews in the last 30 days versus 0 in the prior 30 days — within the normal range.

5-star spike detection

No anomalous 5-star spikes detected — no single day's 5-star count exceeded 3x the prior 7-day average.

90-day sentiment trend

Positive Negative

Not enough AI-analyzed reviews yet to chart a 90-day sentiment trend.

90-day rating trend

Rolling average rating to date (1–5 scale).

Not enough rating history yet to chart a 90-day trend.

Top complaint

No recurring complaint was detected in AI-analyzed reviews.

Top praise

No recurring positive theme was detected in AI-analyzed reviews.

Developer response to negative reviews

No negative reviews in the analyzed window — nothing to measure response rate against.

Most mentioned feature (30d)

No single feature topic dominated reviews in the last 30 days.

Frequently asked questions

Did Shelly: AI Chatbot & FAQs lose reviews in the July 2026 purge?

Yes — Shelly: AI Chatbot & FAQs lost 2 reviews in the July 2026 Shopify review purge (baseline 4 → trough 2). Shopify has only partly restored them: the count is still 2 short of baseline at 2 reviews.

What is Shelly: AI Chatbot & FAQs's biggest complaint?

No recurring complaint was detected across Shelly: AI Chatbot & FAQs's AI-analyzed reviews.

Is Shelly: AI Chatbot & FAQs's review velocity normal?

Yes — Shelly: AI Chatbot & FAQs's review velocity is normal: 0 reviews in the last 30 days versus 0 in the prior 30 days.

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