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AgenticLibComparison Intelligence Platform

Comparison intelligence for AI Agent Builders

Get an edge on your product feature growth, know your competitive landscape and scale in LLM visibility to show up where your buyers are asking.

Trusted by teams shipping AI agents
LamigoDexifyRalfi AILamigoDexifyRalfi AI
Why AgenticLib

Insightful intelligence on buyer intent, product, use case and competitors for AI agent builders

AgenticLib traces your agent brand from business domain to product feature, benchmarks your visibility against competition and turns your feature gaps into a roadmap - so you show up where your buyers are actually asking.

AgenticLib
AgenticLib Comparison Intelligence
Buyer Intent Intelligence
Competitor Intelligence
Product Feature Intelligence
Use Case Intelligence
Supported by
Blackbird VCBlackbird VC GiantsUniversity of Sydney Genesis
Testimonial

“Helped us map dewwie's features against the category to identify opportunities for differentiation, and making more informed product decisions.”

Founder, Dewwie

The problem

Most AI agent builders only learn who they’re losing to and what product feature to build next when a customer says so out loud.

AgenticLib keeps you ahead.

01

We track what's shipping.

We scan your competitors: what's launched, what's changed, what's new in your category, so you're not finding out from a lost deal.

02

We show you the gap, with proof.

Not a vague score. The actual evidence. What Claude and ChatGPT say about you versus them, and exactly which feature is costing you.

03

We tell you what to build next.

A prioritized 3-month roadmap of what to build, plus a clear path to becoming LLM-visible in the use cases you want to own, so you compete where your buyers are already asking.

The solution

Sage AI Platform

One Platform. Product feature, Use case, Competitive landscape overviews for AI Agent Builders. All angles covered.

1/3

Never miss a competitor's move

Sage continuously monitors top AI agent brands by use case and detects changes across competitor websites the moment they happen, alerting you the instant a rival ships or upgrades a product feature.

Coming Soon
2/3

Feature scores by use case, straight from what LLMs say

Every product feature gets a score per use case, built from live queries across Claude and GPT. No analyst opinion. Click any score to read the exact quotes that produced it.

Get started ›
3/3

Benchmark your position in the market

Benchmark your brand against the competitive landscape, then get a prioritised roadmap of the features and use cases to improve over the next 3 months — so LLMs start surfacing you in the conversations where buyers are already asking.

Coming Soon
Also from AgenticLib

Want a customised
report instead?

We build intelligence reports tailored to your agent, your business domain, use case, and your growth goals - delivered as a detailed roadmap you can act on straight away.

01
Product Feature Scores
Know exactly which features get you cited — scored across security, integrations, pricing, and capability, mapped to what matters for your buyers.
02
Brand & Use Case Benchmarking
See where rivals outrank you and why — share of voice by use case, who owns each buying moment, and what it takes to close the gap.
03
Sentiment & Brand Coverage
Hear what LLMs actually say about you — the words, tone, and tags used when a buyer asks Claude or GPT to recommend an agent like yours.
04
LLM Visibility Playbook
Your actionable playbook for getting cited by Claude and GPT — grounded in what's actually indexed today.

WHAT YOU GET

Our analytics lead you to successful outcomes

01

Product Feature Analytics

Know exactly which features get you cited. Scored across security, integrations, pricing, and capability — mapped to the use case that matters for your buyers.

02

Brand & Use Case Benchmarking

See where rivals outrank you — and why. Share of voice by use case, who owns each buying moment, and what it takes to close the gap.

03

Sentiment & Brand Coverage

Hear what LLMs actually say about you. The words, tone, and tags used when a buyer asks Claude or GPT to recommend an agent like yours.

04

LLM Visibility Playbook

Your playbook for getting cited by Claude and GPT. Grounded in what's actually indexed today through citations supported by Parallel.ai.

05

Competitive Intelligence

Continuously monitor hundreds of competitor websites, detect changes over time, and automatically alert users when a competitor ships a product feature.

+47%

Pricing

Free
$0/month

Get your first AI agent visibility snapshot. See where you stand today.

What’s included

  • Single-domain visibility snapshot
  • Top brand mentions by LLM
  • Use case share of voice
  • Coverage over time chart
  • PDF report export
Premium
$25/month

Full competitive intelligence, ongoing monitoring, and a roadmap built for your product.

Everything in Free, plus

  • Multi-domain & competitor tracking
  • Product feature scores (50+ features)
  • Sentiment analysis across LLMs
  • LLM visibility playbook & roadmap
  • Monthly refresh cadence