Research & search · alternatives
Fragments is built for competitor tracking, but you cannot simply sign up. Access is invite-only through a waitlist or demo request, with a free trial offered only after an invitation. Pro is $39 per user per month billed annually and covers up to 10 competitors; Enterprise is custom-priced.
Our catalog lists two alternatives, both with a free plan. Perplexity is an AI answer engine that searches the web and replies with cited sources; the starting price in our data is Education Pro at $10 per month, which requires student or faculty verification. Gemini Notebook (formerly NotebookLM) answers questions and creates summaries grounded in your own sources; its starting price is not stated. Neither is a dedicated competitor-profile tool, so expect to do more setup yourself.
"Better suited" below is based on documented features and pricing from our verified profiles, not on a head-to-head test. Prices are USD as published by each vendor.
Our own captures of each vendor's public pages. Click a frame for the full-size image.
Taken from the documented limitations in our Fragments profile.
| Tool | Starting price | Free tier | Platforms | Main limitation |
|---|---|---|---|---|
| Fragments (this page) | $39/mo (Pro) | No | Web | Access is invite-only through a waitlist or demo request, and Pro covers up to 10 competitors. |
| Perplexity | $10/mo (Education Pro (consumer, verified students/faculty)) | Yes | Web, API | The consumer pricing page is blocked to automated checks, so the Pro price could not be confirmed here, and free-tier Pro Search and Research access are described only as 'very limited' / 'limited'. |
| Gemini Notebook (formerly NotebookLM) | Not published | Yes | Web, Mobile | Free tier has standard usage limits and 50 sources per notebook; higher limits need a Google AI Plus, Pro or Ultra plan, which Google says are only available in specific regions. |
| Alternative | Pick it when | Starting price | Watch out for |
|---|---|---|---|
| Perplexity |
$10/mo (Education Pro (consumer, verified students/faculty)) | ||
| Gemini Notebook (formerly NotebookLM) |
Not published |
AI answer engine that searches the web and replies with cited sources, plus developer search APIs.
Free stops at: Practically unlimited basic searches, Very limited amount of Pro Searches
Verified perplexity.ai (opens Perplexity website in a new tab)
Free · paid from $10/mo US · checked Sep 30
Google's AI research partner that answers questions and creates summaries, audio and slides grounded in your own sources.
Free stops at: Standard limits for chat and generation of Slides, Audio Overviews and other artifacts, Up to 50 sources per …
Verified notebook.google (opens Gemini Notebook (formerly NotebookLM) website in a new tab)
Free plan available US price unconfirmed
Data API for AI agents delivering web content and e-commerce intelligence as clean JSON, with historical data and a credit-based pricing model.
Free stops at: Basic rate limits: 30 RPM, 5 concurrent, No credit card required
Free plan available US price unconfirmed
Mobile AI agent that tracks topics you name, folds duplicate coverage into single briefings and alerts you only when something changes.
Watch out: The site publishes no pricing, no web version is shown (mobile app only), and the privacy and docs pages are …
Pricing US price unconfirmed
Social data API and MCP server giving AI agents access to Twitter/X, Instagram, TikTok and Reddit posts.
Free stops at: 500 credits one-time, 1 tracked keyword/user
Free · paid from $16/mo (billed annually) US · checked Sep 29
Web resource to compare LLMs by benchmarks, price, speed and context window.
Watch out: Its comparison data comes from Artificial Analysis, so rankings depend on that third-party source, and no pri…
Verified whatllm.org (opens WhatLLM.org website in a new tab)
Pricing US price unconfirmed
YouTube analytics platform showing real CPM and RPM from a connected channel, plus competitor tracking and AI content ideas.
Watch out: The 7-day trial requires a payment card and Starter covers one channel with 90 days of history and no revenue…
Verified tubeanalytics.net (opens TubeAnalytics website in a new tab)
From $19/mo US · checked Sep 29
Cookie-free, GDPR-oriented web analytics service from Germany with a 30-day free trial.
Free stops at: 25,000 page views, 1 website
Verified trackboxx.com (opens Trackboxx website in a new tab)
Pricing US price unconfirmed
Perplexity and Gemini Notebook (formerly NotebookLM) are both listed with a free plan. Fragments has no free tier and offers a trial only after invitation.
Documented drawbacks are invite-only access through a waitlist, a required demo request, a Pro limit of up to 10 competitors and annual billing on Pro.
The starting price in our data is Perplexity Education Pro at $10 per month, for verified students and faculty only. Fragments Pro is $39 per user per month billed annually.
Our verified data does not say so. Fragments lists tracking with auto updates on Pro; the alternatives are described as an answer engine and a source-grounded research tool.
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