Ship GTM faster
Compress weeks of research into minutes so you can launch, iterate, and reposition without waiting on an agency.
AI-powered product marketing intelligence
AI Product Marketingfor Founders, Marketers, & PMMs
Enter any product or company URL and get an end-to-end product marketing report with ICPs, buyer personas, positioning, pricing, market research, competitive intelligence, and more in seconds!
Free company profile • No credit card required
ICPsBuyer PersonasPositioningPricingSWOTCompetitor TeardownsMarket ResearchFeature Matrix
AI-generated content may be inaccurate or incomplete. Verify key facts before making decisions.
Reports in minutes
3 competitor teardowns
PMM-framework grounded
Built by marketers
What is AI product marketing?
Product marketing is the discipline of getting a product into the market and into the hands of the right buyers. It owns the answers to who is this for, why should they care, how do we describe it, and what should it cost - the questions that decide whether a launch lands or fizzles.
AI product marketing uses large language models and structured data pipelines to do the heavy lifting historically performed by senior PMMs and research agencies: ICP definition, competitor teardowns, positioning drafts, pricing benchmarks, and SWOT. Koxtra runs that pipeline end-to-end so founders can move fast, novice PMMs can learn by example, and experienced marketers can skip the desk research and jump straight to strategy.
Why product marketing matters
Strong product marketing lifts every metric that actually moves revenue - from ad CTR to demo rate to win rate to expansion.
Sharper positioning
Stop sounding like every competitor. Get a clear category, differentiators, and messaging pillars.
Confident pricing
Benchmark packaging and price points against the market before you leave revenue on the table.
Better ICP fit
Focus sales and marketing on the buyers most likely to convert, expand, and refer.
Competitor awareness
Know exactly what you're up against - features, pricing, messaging - before your next deal or launch.
Higher conversion
Aligned ICP, positioning, and messaging lifts every downstream metric: CTR, demo rate, win rate.
What's inside every Koxtra report
One entered company plus three inferred competitors, structured through the frameworks PMMs actually use.
ICPs & Buyer Personas
Identify your Ideal Customer Profile and the humans inside it - roles, pains, buying triggers, objections.
Positioning & Messaging
Category, differentiators, value props, and messaging pillars you can drop straight into a website or deck.
Market Intelligence & SWOT
Market size signals, trends, and a structured SWOT so you know where to attack and where to defend.
Pricing Intelligence
How you and your competitors package, price, and discount - with recommendations grounded in the market.
Competitor Teardowns
Deep dives on 3 competitors: positioning, pricing, product, marketing motion, and vulnerabilities.
Feature Comparison
Side-by-side feature grids that make gaps and advantages obvious to sales, product, and prospects.
How it works
- 1
Enter a URL
Paste any product or company URL - yours or a competitor's.
- 2
AI analyzes
Koxtra enriches the company, infers 3 competitors, and runs the PMM pipeline.
- 3
Get your report
A shareable report with ICPs, positioning, pricing, SWOT, and teardowns - in minutes.
Who Koxtra is for
Founders & non-marketers
Validate your GTM, sharpen your website copy, and price with confidence - without hiring a PMM on day one.
Novice & junior PMMs
Learn ICP, positioning, SWOT, and pricing by seeing them applied to real companies - yours and your competitors'.
Senior PMMs & marketers
Skip weeks of desk research. Use Koxtra as your always-on analyst so you can focus on strategy, launches, and enablement.
Product marketing 101
New to product marketing? Here are the core concepts Koxtra reports are built on.
Ideal Customer Profile (ICP)
Your ICP is the type of company (or person, for B2C) most likely to buy, succeed, and stay. A sharp ICP prevents wasted sales cycles and vague marketing. Koxtra builds an ICP for any company from public signals - industry, size, geography, tech stack, and buying triggers.
Buyer Personas
Personas describe the humans inside your ICP: their role, goals, pains, and objections. Great personas turn generic copy into messaging that feels personal and drives action.
Positioning
Positioning is the deliberate choice of the category you compete in and how you're different. Weak positioning is the #1 reason products fail to break out even when the tech is good.
Messaging
Messaging translates positioning into words: taglines, value props, proof points. Consistent messaging across site, ads, and sales lifts win rates without adding pipeline.
SWOT Analysis
Strengths, Weaknesses, Opportunities, Threats - a lightweight framework for deciding where to invest and where to defend. Best used quarterly, not once a year.
Competitive Teardown
A structured look at how a competitor positions, prices, sells, and markets. Teardowns fuel battlecards, sales objection handling, and product roadmap prioritization. See our competitive analysis framework guide.
Pricing Strategy
Pricing is a marketing lever, not just a finance decision. Packaging, tier names, price anchors, and discount policy shape conversion as much as the number itself.
The benefits of market research
Market research is how product marketers avoid expensive guesses. Whether you're launching, repositioning, or entering a new segment, structured research turns opinion into evidence.
- • Reduce launch risk by validating demand and messaging before you spend on ads.
- • Find whitespace competitors are ignoring - and own it.
- • Price with confidence using real market benchmarks, not gut feel.
- • Prioritize features against what buyers and competitors actually value.
- • Sharpen messaging so your best-fit buyers self-select in.
Common use cases
Launching a new product
Pressure-test ICP, positioning, and pricing before you announce.
Entering a new market
Map competitors, buyer expectations, and pricing norms in a new geo or segment.
Repositioning
See how the market has shifted and how leaders are describing themselves today.
Competitive response
Get a teardown of any competitor in minutes when they launch, price, or reposition.
Koxtra vs. doing it manually
What used to take weeks now takes minutes.
| Dimension | Manual research | Koxtra |
|---|---|---|
| Time to first report | 2–4 weeks | ~15 minutes |
| Depth | Varies by analyst | Consistent PMM framework |
| Cost | $5k–$25k per report | Free to start; from $6/mo |
| Refresh cadence | Quarterly at best | On demand |
| Competitor coverage | 1–2 competitors | 3 full teardowns |
Frequently asked questions
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