Research & Position

Competitor research from today's web, not last year's memory

Generic AI tools answer competitor questions from a stale training snapshot. Idam AI's Competitor Research agent searches the live web - pricing pages, changelogs, reviews, job postings - and assembles a decision-ready brief with every claim sourced.

Live web
every brief, freshly researched
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Competitor Research · Idam AI
Researching Acme Analytics on the live web…
Competitive Brief · Acme Analytics7 sources
CapabilityUsThem
Self-serve onboarding
Usage-based pricing
Warehouse-native mode
EU data residency
Differentiation opening
Acme's G2 reviews cite slow time-to-value (14 mentions, 90 days). Their hiring page shows 3 open enterprise AE roles - upmarket shift likely.
pricing pagechangelogG2 reviewsjob postings
Researched on the Live Web

Six signals, read together

You could read all of this yourself - and lose an afternoon per competitor doing it. The agent reads it in one pass, cross-checks claims between sources, and cites where each finding came from.

Pricing & packaging pages

Current tiers, limits, and how their packaging changed since you last checked - the page sales keeps asking you about.

Changelogs & launch posts

What they actually shipped, week by week. Velocity and direction matter more than the marketing site headline.

G2, Capterra & review sites

Where their customers complain - recurring gripes in reviews are your differentiation opportunities, pre-validated.

Job postings

Hiring is strategy in public. Three enterprise AE openings or a new ML team tells you where they are headed next.

Press & analyst coverage

Funding rounds, partnerships, and customer wins that change the competitive math for your category.

Community discussions

What users say about them on forums and social - unfiltered sentiment the review sites smooth over.

One Agent, Three Jobs

The same research, shaped for the decision at hand

Tell the agent what the brief will inform - a prioritization call, a sales enablement push, or a board narrative - and it structures the output for that audience instead of dumping everything it found.

Feature Prioritization

Before committing a quarter to a feature, see who already has it, how mature their version is, and whether customers actually like it. The brief separates table-stakes gaps from genuine differentiation openings, so parity work and bet work stop competing for the same slot.

Gap analysisParity vs. differentiationMaturity ratings
From the Brief
Audit trail · 3 of 4 competitors shippedparity gap
Inline approvals · no competitor offersdifferentiation
API webhooks · all competitors, all maturetable stakes
Frequently Asked Questions

What PMs ask before their first brief

A general chatbot answers from training data that may be a year or more out of date - and it will answer confidently either way. The Competitor Research agent searches current pages, cross-checks claims between sources, and tells you when information is uncertain or conflicting. For competitive work, freshness is the whole game.
Get Started

Your competitors shipped something this week

Name a rival or a feature area, and get a sourced, decision-ready brief before your next roadmap call.

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