Guru vs Shelf: Pricing and Ratings Compared (2026)
Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for Guru and Shelf side by side. This page compares data; it is not a hands-on review.
On the data: On the data below, Guru leads on a free plan. We do not name an overall winner for this pair.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
Guru
AI-powered knowledge management for teams
Best for you if:
- • You want a free tier before you commit
Shelf
Next-generation knowledge management for accurate and trusted GenAI answers.
Best for you if:
- • You want improves the accuracy and reliability of GenAI outputs
| At a Glance | Guru | Shelf |
|---|---|---|
Starts at | Free plan, paid from $15/user/mo, billed monthly Builder plan | Not published |
Category | Knowledge Base Internal Comms | Knowledge Base AI Assistants |
Rating | 4.7/5 G2 4.7 2,323 reviews | 4.7/5 G2 4.7 · Capterra 4.8 246 reviews |
Free plan | Yes | No |
Choose Guru or Shelf?
Choose Guru if
- You want a free tier before you commit
- You want knowledge management
- You want browser extension
Choose Shelf if
- You want improves the accuracy and reliability of GenAI outputs
- You want addresses the root cause of GenAI project failures (poor data quality)
In-Depth Analysis
Guru
AI-powered knowledge management for teams
Guru's pricing is fair, offering a generous Free tier for basic needs.
Strengths
- Pro: Knowledge management
- Pro: Browser extension
- Pro: Slack integration
- Pro: AI suggestions
- Pro: Good for teams
Weaknesses
- Con: Per-user pricing
- Con: Can get expensive
- Con: Learning curve
- Con: Search could improve
- Con: Content management overhead
Key features
Shelf
Next-generation knowledge management for accurate and trusted GenAI answers.
Strengths
- Pro: Improves the accuracy and reliability of GenAI outputs
- Pro: Addresses the root cause of GenAI project failures (poor data quality)
- Pro: Streamlines the process of preparing unstructured data for AI
- Pro: Enhances customer experience through consistent and accurate knowledge
- Pro: Reduces content conflicts and issues within an organization
Weaknesses
- Con: No free tier or trial explicitly mentioned
- Con: Requires integration with existing content sources
- Con: Focuses specifically on GenAI data quality, not a general knowledge base
Key features
Plans and prices: Guru vs Shelf
| Tool | Plans and prices | Source |
|---|---|---|
| Guru |
| getguru.com/pricing read Oct 4, 2026 |
| Shelf | No plan prices on file | shelf.io/pricing |
Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on Guru pricing and Shelf pricing.
Key Takeaways
Guru
- Has a free plan
Shelf
- Choose if you want next-generation knowledge management for accurate and trusted GenAI answers
What the data shows
On the data below, Guru leads on a free plan. We do not name an overall winner for this pair.
- User ratings are within 0.2 points (4.7/5 from 2,323 reviews for Guru, 4.7/5 from 246 reviews for Shelf).
- Guru starts at $15/user/mo, billed monthly; Shelf has no public paid plan price on file.
- Only Guru has a free plan.
Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate
Frequently Asked Questions
How do Guru and Shelf compare in 2026?
On the data below, Guru leads on a free plan. We do not name an overall winner for this pair. User ratings are within 0.2 points (4.7/5 from 2,323 reviews for Guru, 4.7/5 from 246 reviews for Shelf). Guru starts at $15/user/mo, billed monthly; Shelf has no public paid plan price on file. Only Guru has a free plan.
What are Guru and Shelf used for?
Guru: AI-powered knowledge management for teams. Shelf: Next-generation knowledge management for accurate and trusted GenAI answers.
What does Guru cost vs Shelf?
Guru's cheapest paid plan is Builder at $15/user/mo, billed monthly; it also has a free plan. Shelf has no public paid-plan price on file. Prices read on the vendors' pricing pages, latest check Oct 4, 2026.
What's the main difference between Guru and Shelf?
Guru's main strength: knowledge management. Shelf's main strength: improves the accuracy and reliability of GenAI outputs.