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AgenticLibProduct and Marketing Intelligence Platform

Context-Aware Product Management for AI Agent Builders

See what competitors are shipping, what buyers actually care about, and where the market is heading to get an edge on your product feature growth.

Trusted by teams shipping AI agents
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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
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 in the market, 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 prioritised 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

Got Questions?

Frequently Asked Questions

AgenticLib is a product and marketing intelligence platform that combines market insights, buyer intent and competitor signals to advise AI agent builders on their product feature roadmap.

Most AI agent builders are making product feature decisions without real visibility into what competitors are shipping, which use cases they're winning or losing in, or what buyers are actually comparing before they make contact. Piecing that together manually from lost-deal notes, Slack screenshots, and customer calls is slow, manual, and almost no one actually does it consistently. AgenticLib solves this through product and marketing intelligence.

Sage AI is AgenticLib's platform for AI agent builders. Pick your business domain and instantly see the top competitor brands, filterable by use case, with in-depth product feature scores across security, technical capability, and pricing, each backed by evidence from Claude and GPT. Sage AI currently gives builders insight into their competitive landscape and market insights. Live competitor shipment feeds, benchmarking analysis, and buyer-intent signals are coming next.

We currently cover three types of domains. Vertical domains are industry-specific - think skincare, insurance, or legal. Horizontal domains are cross-industry functions like sales, marketing, or HR. Tech domains are capability-specific categories like AI video creation or voice AI. If your domain isn't listed yet, you can request it - we'll build a customised report for your domain.

Every report covers product feature scores across security, integrations, pricing, and capability, brand and use case benchmarking to show you who owns each buying moment and why, sentiment analysis of how LLMs actually describe brands, and an LLM visibility playbook with citations and data collected from Parallel AI with actionable steps on exactly how to get LLM visible. On top of that, each report calls out the top 3 product features you should build next: specific, evidence-backed recommendations to close the gap on competitors and win the use cases your buyers care about.

We're building toward fully automating the manual process of piecing together messy customer, market, and competitor signals, through integrations with the tools builders already use, like Granola for meeting notes and CRMs like Attio or HubSpot where lost-deal context actually lives. The idea is to connect a builder's own product context directly with our taxonomy of product features, so AgenticLib can continuously advise on what to build next and which use case clusters to expand into. We're also working on doing the content fix ourselves, so builders don't just get told what to publish, we actually do it for them to get them LLM-visible in the areas where their buyers are already asking.