THE INDEX · UPDATED DAILY 1478 REVIEWS · 195,960 USER VOICES

THE TRUTH ENGINE · 1478 VERDICTS · 195,960+ USER VOICES · AGENT-READY (MCP)

We read it.
So you don't
have to.

Our AI synthesises Reddit, Hacker News, YouTube, Trustpilot and five more platforms into one sourced verdict. No PR, no affiliate pressure, no opinion. And the same engine answers your AI — over MCP, with citations on every verdict.

Connect your AI → Browse Reviews How it works

01 /

EVERY SOURCE

Reddit, HackerNews, Lemmy, StackExchange, ProductHunt, YouTube, Trustpilot. Not cherry-picked — all of them.

02 /

SCORE EARNS ITS WEIGHT

A 8.4 means 8.4. Built from real sentiment ratios, not star averages padded by brand incentives.

03 /

TENSIONS EXPOSED

When experts say one thing and users say another, we don't pick sides — we show both, and explain why.

1478 reviews. Across 116 real categories.

View all →
01
Retroid Pocket 4 R
Retroid Pocket 4
Handhelds 20 sources

"Users and Retro Game Corps praise the $150 RP4's pocketable value, but many say the $50-more 4 Pro — or reg…"

8.0 /10
02
Asus RT-AX82U A
Asus RT-AX82U
Routers 54 sources

"What 54 user comments and 3 YouTube reviews reveal about the RT-AX82U: owner-reported stability, AiMesh, VR…"

8.8 /10
03
Diagramly D
Diagramly
Docs Collab 16 sources

"Free, privacy-first browser diagrammer that became draw.io. HN users love the price and simplicity; rivals …"

8.2 /10
04
daily.dev d
daily.dev
Developer Tools 21 sources

"Open-source dev-news feed users call a daily habit; complaints center on weak language filtering and new-ta…"

9.4 /10
05
Retriever AI R
Retriever AI
General 17 sources

"Ex-Google founders' AI browser agent impresses at launch, but evidence is hype-heavy: no independent tests,…"

8.3 /10
06
Rambox R
Rambox
Communication 43 sources

"Aggregates Slack, Gmail, WhatsApp and 30+ services in one app; users like the breadth, but lag, UI gripes a…"

8.0 /10
07
Logitech G502 X Plus L
Logitech G502 X Plus
Gaming Mice 64 sources

"Logitech's G502 refresh wins on lighter weight and a fixed side button, but cheap cover plastic and softwar…"

7.9 /10
08
Guitoro G
Guitoro
General 16 sources

"Free browser-based virtual guitar with real sampled strings; praised by veteran players, criticized for str…"

9.1 /10
09
Gemini 4 Argon G
Gemini 4 Argon
AI Models 124 sources

"Google's frontier model impresses users and video audiences on capability, but draws anger over usage limit…"

7.0 /10
10
Genchi G
Genchi
Project Management 11 sources

"Daily 2-second check-in tool that tracks team confidence on project goals; users love its simplicity and Sl…"

9.5 /10
11
OpenCode 2.0 O
OpenCode 2.0
AI Coding 54 sources

"Free open-source Claude Code rival; users praise model freedom and the beta desktop app, but report rate li…"

7.0 /10
12
Valve Steam Deck OLED V
Valve Steam Deck OLED
Handhelds 387 sources

"Video reviews hail the 90Hz OLED screen, +66% battery and no price hike; user threads reveal LCD-buyer upgr…"

7.8 /10
See all 1478 reviews →

FREE MCP SERVER

Building an AI agent?
Plug GYIBB in.

Any MCP-aware client — Claude Desktop, OpenClaw, custom orchestrators — gets four tools, cited sources, zero API key.

Integration guide → Read the manifesto

ENDPOINT

https://gyibb.com/mcp
get_product_reviewverify_claimcompare_productssearch_products