---
title: "Reviews — scraper - Flapen"
canonical_url: "https://flapen.com/research/us/tools-home-improvement/scraper/reviews"
last_updated: "2026-08-08T16:44:01.978Z"
locale: en
meta:
  description: "Niche score 59/100 · $1.3M/yr market · 1.3M searches/yr · $10.17 avg price. Clears our launch bar. Data updated Jul 2026."
  "og:description": "Niche score 59/100 · $1.3M/yr market · 1.3M searches/yr · $10.17 avg price. Clears our launch bar. Data updated Jul 2026."
  "og:title": "Reviews — scraper - Flapen"
---

# **scraper**

**Launch it**

A $1.3M/yr market growing +6.7% this quarter with returns at 0.7% — clears our launch bar.

Market size 83Growth 33Conversion 86Competition 54Returns 97Price range 48Avg price 35Brand share 73Review moat 38Quality gap 24

**Returns**

**Incredible****0.7%**

return rate — above 5% kills the launch gate

**Conversion**

**Great****9.7%**

search→purchase rate — share of searches ending in a sale

**Market size**

**Great****$1.3M**

$1.3M/yr · 1.3M searches

**Brand share**

**Good****62%**

top-5 brand share — brands hold most of the demand

**Competition**

**Good****53%**

top-5 click share — leaders hold, buyers still browse

**Price range**

**Okay****$4.69–$24.62**

cheapest to priciest tracked listing — scored on the share inside $15–$100

**Review moat**

**Okay****2,676.64**

avg incumbent reviews — the moat a new listing must climb

**Avg price**

**Okay****$10.17**

avg listing price — sweet spot $15–$100

**Growth**

**Okay****+6.7%**

90-day search growth — must beat 0% to launch

**Quality gap**

**Bad****4.6★**

avg incumbent rating — lower means beatable quality

**Signals**[** No Dominant Brand**](https://flapen.com/research/niches?market=us&signal=no_dominant_brand "Top brand's click share < 20%")

## Reviews