One browser agent that combines every major AI model with web automation

Highlight text and get a summary in one click, powered by Gemini's browser APIs

This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, PeerReview (chromewebstore.google.com) is an AI platform indexed under AI API generating 0 monthly visits with a month-over-month traffic delta of +0 (0.0%). Its primary geographic market is Global (— traffic share), and it operates on a Free (open source) pricing model. Top competing alternatives by monthly volume include HARPA AI (537.46K visits/mo), Merlin AI (1.38M visits/mo), Glarity (188.82K visits/mo).
Super snappy for quick paragraph summaries.
Love that it uses local Gemini APIs natively.
Clean open source extension with zero clutter.
Needs Chrome built-in AI flags enabled first.
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
Select a passage and click once to replace hunting through menus with an immediate summary.
Uses Gemini's Prompt API and Summarizer API, Chrome's built-in on-device AI interfaces, rather than a custom backend.
Skims pages, drafts and pasted text and returns the gist without taking you out of the tab.
A public open-source project that welcomes outside contributions and code review.
Small package (about 6.7 KB) with virtually no interface overhead, and the developer states no data collection.
PeerReview is a minimal Chrome extension whose entire purpose is captured by its tagline: summarize any text with just a click. Highlight a paragraph, invoke the extension, and it returns a condensed version of the passage without redirecting you to a separate summarization app or web service.
The extension is built on Gemini's Prompt API and Summarizer API, the browser-native interfaces Chrome exposes for on-device language model work. That choice makes PeerReview a lightweight layer over capabilities Chrome already provides rather than a standalone AI service with its own servers and accounts. It is published as an open-source project, and its store listing explicitly invites contributors.
PeerReview is at an early stage: version 0.0.1, published in December 2024, with a small install base. The developer has disclosed that it does not collect or use user data, and the package is only a few kilobytes. Treat it as a steerable open-source utility for students, translators, developers and heavy readers who already run a compatible Chrome build and want faster reading rather than a full productivity suite.
Condense long articles, papers and reports as you browse, keeping the original tab open and your reading flow intact.
Turn highlighted passages into study notes or revision summaries without switching apps.
Use it as a compact reference implementation for Gemini's on-device Prompt and Summarizer APIs when experimenting with browser AI.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Monthly Visits | MoM Growth | Direct traffic share | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | PeerReview | 0 | — | — | Free (open source) | Current |
| 1 | HARPA AI | 537.46K | +99.3% | 76% direct | Freemium | vs HARPA AI |
| 2 | Merlin AI | 1.38M | +13.1% | 50% direct | Freemium | vs Merlin AI |
| 3 | Glarity | 188.82K | -49.6% | 7% direct | Freemium | vs Glarity |
| 4 | Page Summarizer | 0 | — | — | Freemium | vs Page Summarizer |
| 5 | Glasp | 889.56K | -14.1% | 45% direct | Freemium | vs Glasp |
| 6 | Tactiq | 6.52M | +4.1% | 42% direct | Freemium | vs Tactiq |
One browser agent that combines every major AI model with web automation
One-click AI assistant for browsing, writing and research
One-click AI assistant for browsing, writing and research

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