Research your market, build your
strategy, and ship real plans —
all in one place.

Wovly is the AI co‑founder trained on 500+ real startup case studies that does the GTM work. Researches markets, finds customers, writes outreach, drafts SEO blogs, defines experiments, tracks progress, and remembers everything.

From idea to ready-to-send outreach in 2 hoursTechnical Founder, SaaS

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Your GTM Workflow

From research to results — one platform, no context switching

Research

Deep-research your market across Reddit, forums, and the web

Set Your Goals

Define what you are trying to achieve

Docs Generator

One-click documents from outreach sequences to investor updates

SEO Keywords

Find keywords your audience searches for and plan content

Idea Roaster

Honest assessment of market size, pain, competition

Reddit

Lead Finder

Find people on Reddit expressing your customer’s pain

ChatGPTClaudeGemini

AI Visibility

See if ChatGPT, Claude, and Gemini know your company

Case Database

Search 500+ real startup strategies with metrics

Your News

Market news, competitor updates, and new acquisition ideas

Everything connected. Nothing lost. Strategy that compounds.

Testimonials

Real founders love us

Real founders. Real results. No fluff.

TF

Technical Founder

SaaS Startup

From idea to ready-to-send outreach in 2 hours

A technical founder with a SaaS idea needed to validate the market before writing a single line of code. In one session, Wovly produced a full competitive landscape report, identified a key regional advantage nobody else was targeting, and generated a cold outreach sequence he could send that same day. Work that would normally take a week of Googling, spreadsheets, and copywriting — done in a single sitting.

Market report + outreach sequence in one session
HM

Solo Founder

B2B Software

One client to a full GTM plan in 45 minutes

A solo founder had a working B2B product and one paying customer but no idea how to get the next ten. In a single session, Wovly delivered a market research report, a prospect database of 200+ targets, a competitive pricing analysis, an SEO blog post, and an 8-week customer acquisition plan. He walked in with a product — he walked out with a sales pipeline.

200+ prospects + 8-week acquisition plan in one session
TH

CEO & Founder

AI / Food Tech

Full market research in one session

A CEO launching an AI-powered tool for the food industry needed to understand the competitive landscape fast. Wovly delivered a complete market research report covering market size, competitor analysis, pricing benchmarks, and a concrete online marketing roadmap — all in a single session.

Complete market research + marketing plan
SK

Solo Founder

Fintech / Loyalty

Stopped me from making a costly mistake

A founder building a loyalty platform was about to list businesses for free just to get data. Wovly pushed back — explaining why free positioning hurts credibility with SMEs and suggested a smarter approach: start with the social engagement layer to prove value before asking businesses to sign up.

Strategic advice that saved months of wasted effort
GL

Technical Founder

Infrastructure / AI

From idea to experiment plan in minutes

A technical founder building a governance platform for AI systems needed to find his first 10 customers. Wovly researched the market, identified that financial services was the highest-value segment, and designed a 4-week experiment sprint with specific outreach targets.

0 → 4-week customer acquisition sprint
RS

Startup Founder

Real Estate Tech

GTM strategy backed by real case studies

A founder exploring the real estate tech space used Wovly’s case database to find proven GTM strategies. Wovly surfaced specific A/B test frameworks, the 40/40/20 channel mix rule, and real examples of PropTech companies that grew 10,000%+ through targeted content — all tailored to his product.

Data-backed GTM plan from real experiments
EF

Early-Stage Founder

B2B SaaS

Wovly talked me out of a bad idea

A founder was about to spend money on a paid survey. Wovly pushed back — explaining why response quality would be low and conversion rates wouldn’t justify the cost. Instead, it suggested a faster, free alternative that got better signal.

AI that challenges your assumptions
SF

Solo Founder

Energy Industry

From random posting to structured experiment

A solo founder in the energy industry was posting in random Facebook groups with no tracking. After one Wovly session, he had a channel hypothesis, UTM experiment design, and success criteria.

1 session → structured experiment with tracking
DT

Startup Founder

Developer Tools

GTM plan in one sitting

A founder in the developer tools space didn’t know which channel to use. Wovly researched his market, identified the ideal customer segment, and designed a 2-week LinkedIn + Reddit experiment with 50 specific outreach targets.

0 → full GTM plan with 50 targets
MF

Marketplace Founder

Consumer Tech

Niche-down strategy in one conversation

A founder building a consumer marketplace was stuck on the chicken-and-egg problem. Wovly helped him realize that focusing on one or two categories was his competitive advantage. By the end he had a concrete bootstrapping plan.

1 conversation → full bootstrap strategy
FT

First-Time Founder

Local Business SaaS

Conquered the fear of cold outreach

A founder building a marketing platform for local businesses was terrified of walking into shops. Wovly helped him craft a psychology-driven opening that triggers curiosity instead of resistance. He left with a full strip-mall outreach plan.

Psychology-driven pitch that actually works
AI

SaaS Founder

AI & Analytics

Found a blue ocean nobody else saw

A founder launched an AI visibility product on Product Hunt but didn’t know where the real demand was. Wovly’s research uncovered that universities and marketing agencies were untapped segments nobody was solving for.

Discovered 2 untapped market segments
CF

Agency Founder

Crypto & Web3

From ‘I do everything’ to booked pipeline

A software agency founder was struggling because his positioning was ‘we do everything.’ Wovly pushed him to niche down to crypto projects, then built a complete outreach strategy targeting recently funded startups.

Niche positioning + funded startup pipeline

AI trained on real experiments from the community →

r/SaaSI tried using Reddit to get my first 50 SaaS usersu/Abject_Hovercraft528
r/saasbuildI stopped trying to ‘hack’ Reddit and started treating it like a real communityu/Prestigious_Wing_164
Indie Hackers400 signups from Product Hunt, 1 paying customerJoao Seabra
Indie HackersLessons learned from launching on RedditViviano Cantu
Indie HackersSo, I guess the Product Hunt launch is still worth itAustin
Indie HackersHow I launched on Reddit and got over 50 signupsCharlie HB
Indie HackersI cold messaged 100 people on LinkedInAlexander Chen
r/saasbuildI tested 100+ places to promote a SaaS. Most are useless.u/Money-Whereas6491
r/SaaSI tried using Reddit to get my first 50 SaaS usersu/Abject_Hovercraft528
r/saasbuildI stopped trying to ‘hack’ Reddit and started treating it like a real communityu/Prestigious_Wing_164
Indie Hackers400 signups from Product Hunt, 1 paying customerJoao Seabra
Indie HackersLessons learned from launching on RedditViviano Cantu
Indie HackersSo, I guess the Product Hunt launch is still worth itAustin
Indie HackersHow I launched on Reddit and got over 50 signupsCharlie HB
Indie HackersI cold messaged 100 people on LinkedInAlexander Chen
r/saasbuildI tested 100+ places to promote a SaaS. Most are useless.u/Money-Whereas6491
r/SaaSCold outreach is still alive in 2026u/DigIndependent7488
r/SaaSI cold called 465 contractors with an AI voice agentu/RickClaw_Dev
Indie HackersHow we got 100+ clients in 48 hours from Product HuntMarkuss Baltais
Indie HackersHow I got my first 100 usersAlexander Chen
Indie HackersProduct Hunt launch day: Saturday vs. Tuesday & ThursdayJakub Piskor
Indie HackersI wasted 250K+ of my SaaS startup’s launch revenueOmar Farook
Indie HackersHow we got our first 500 users for freeArian Adeli
r/SaaSSpent $8,400 on a marketing agency for 3 months. Got 3 blog posts and zero customers.u/Dry_Possession7122
r/SaaSCold outreach is still alive in 2026u/DigIndependent7488
r/SaaSI cold called 465 contractors with an AI voice agentu/RickClaw_Dev
Indie HackersHow we got 100+ clients in 48 hours from Product HuntMarkuss Baltais
Indie HackersHow I got my first 100 usersAlexander Chen
Indie HackersProduct Hunt launch day: Saturday vs. Tuesday & ThursdayJakub Piskor
Indie HackersI wasted 250K+ of my SaaS startup’s launch revenueOmar Farook
Indie HackersHow we got our first 500 users for freeArian Adeli
r/SaaSSpent $8,400 on a marketing agency for 3 months. Got 3 blog posts and zero customers.u/Dry_Possession7122

Deep Research

Start with research that's actually useful

Ask any go-to-market question and Wovly researches the internet for you — Reddit threads, community forums, industry blogs, founder discussions — and delivers a brief with real data, real examples, and real tactics from companies like yours.

This isn't generic AI advice. It's specific intelligence about what actually worked in your market — real CAC numbers, real channel strategies, and real conversations from founders who've faced your exact challenge. And it's just step one.

Wovly is built on a growing database of 500+ real startup case studies scraped from Reddit, Indie Hackers, and Hacker News — proprietary data you won't find in any generic AI tool. Every strategy recommendation is grounded in what actually worked, not what sounds good.

Sources include

RedditReddit
Hacker NewsHacker News
LinkedInLinkedIn
DiscordDiscord
Industry Blogs
Research Papers

Researching your question...

12 sources found

Redditr/SaaS

“Cold email worked but CAC was $340. When we switched to niche Slack communities, CAC dropped to $85 and close rate doubled. Community-first was our unlock.”

Redditr/startups

“We got our first 200 users entirely from niche communities before touching paid ads. The key was providing value for 2 weeks before mentioning the product.”

openviewpartners.com

“Startups that focus on one channel for the first 6 months grow 2.3x faster than those that spread across 3+ channels simultaneously.”

Sources

reddit.comopenviewpartners.comlennysnewsletter.comindiehackers.comfirstround.com

Your Goal

“Find my first 10 paying customers”

Based on your market research, here's a 4-week execution plan to reach 10 customers. I'll track your progress at every step.
Community Outreach Sprint
LowWeek 1-2

Engage in 5 niche Slack/Discord communities, provide value-first answers, track DM-to-signup rate

Cold Email Experiment
MediumWeek 3

Send 100 personalized emails to high-intent prospects scraped from Reddit and LinkedIn

Content + SEO Test
MediumWeek 4

Publish 3 long-tail blog posts targeting pain-point keywords, measure organic signups

Goal to Execution Plan

Set a goal. Get a detailed plan to achieve it.

Type your goal — “Find my first 10 customers” or “Validate pricing with real prospects” — and Wovly generates a detailed, week-by-week execution plan based on what actually worked for similar startups in our database. Every step has clear actions, effort levels, and success criteria.

Goal Tracking

Track every signal toward your goal.

Every piece of evidence — a Google Analytics spike, a Stripe payment, a failed ad campaign — moves you closer to or further from your goal. Wovly tracks it all and shows you whether you're trending toward success or need to pivot.

  • Paste screenshots from any tool — Google Ads, Analytics, CRM dashboards, Slack conversations
  • Upload CSVs, reports, and files to feed real data into your strategy
  • Every signal updates your goal progress — see if you’re trending up or down
  • Wovly tells you when to double down, pivot, or try something new

Paste or upload data from

Google AnalyticsGoogle Analytics
Google AdsGoogle Ads
HubSpotHubSpot
SalesforceSalesforce
StripeStripe
MixpanelMixpanel
ExcelExcel
IntercomIntercom
MailchimpMailchimp
+ any file or screenshot

Goal Progress

Goal AchievementTime100%

Click to generate...

Docs Generator

One click. Real documents you actually use.

Wovly knows your market, competitors, and goals. It automatically recommends and generates the documents you need — outreach sequences, pitch scripts, investor updates, SEO blogs, detailed acquisition plans, and more. Every doc is built from your full company context, not a blank template.

Auto-Recommended

Wovly suggests the right documents based on your stage, goals, and research — so you never have to figure out what to create next.

Context-Aware Generation

Every document pulls from your research, market data, and company details. No generic templates — everything is tailored to your business.

Store, Organize, Edit

All generated docs are saved to your workspace. Edit them inline, organize by project, and keep everything in one place.

Share Instantly

Export to PDF, copy to clipboard, or share a link. Use them in your next meeting, investor call, or sales outreach.

Tools

From research to action — tools that help you execute

Research and experiments give you the strategy. These tools help you do something with it.

Docs Generator

Create polished documents in a single click using all of the context from your research, experiments, and results — no copy-pasting or starting from scratch.

  • Sales & Outreach: Cold Outreach Sequence, Pitch Script, Competitive Battle Card, Customer Case Study
  • Back Office: Leadership One-Pager, Partnership Agreement, Investor Update
  • Content & Comms: LinkedIn / Social Posts, Hypothesis Status
  • Other: Custom Document — describe what you need and it’s generated

SEO Keyword Research

Find high-intent keywords your audience is actually searching for. Generate blog content ideas backed by search volume and competition data.

  • Keyword opportunities based on your market research
  • Content ideas aligned with your positioning
  • Competition analysis to find gaps you can own

Idea Roaster

Get an honest, no-BS assessment of your idea across market size, pain severity, competition, and defensibility — before you invest months building.

  • Scores your idea across key dimensions
  • Identifies blind spots and hidden risks
  • Suggests pivots if the numbers don’t add up

Lead Finder

Search public forums like Reddit to find real people expressing the exact pain your product solves. Turn conversations into prospects.

  • Finds threads where users describe your problem
  • Surfaces high-intent posts across communities
  • Helps you engage authentically, not spam

Case Database

500+ real startup case studies with metrics, scraped from Reddit, Indie Hackers, and Hacker News. Ask natural language questions to find what worked in your market.

  • Real CAC numbers, conversion rates, and channel results
  • Search by industry, strategy, or stage
  • Growing dataset — continuously scraped and updated

Blurb Generator

Instantly generate company descriptions at various lengths and tones — ready to copy and paste into forms, outreach messages, and applications.

  • One-liners, elevator pitches, and full descriptions
  • Tailored for pitch decks, directories, and cold outreach
  • Always aligned with your latest positioning

AI Visibility

See how ChatGPT, Claude, and Gemini describe your company. Check if AI search engines recommend you for your category, surface you for problem-solution queries, and how your messaging compares to competitors.

  • Query all 3 major AI engines for brand awareness
  • Category and problem-solution recommendation checks
  • Competitor messaging comparison across AI platforms

Your News

Personalized real-time news and ideas gathered from the internet — competitor moves, new funding, acquisition ideas, and growth tactics tailored to your market.

  • Competitor updates and product launches
  • Market trends and industry shifts relevant to you
  • New customer acquisition ideas and channel opportunities

How It Works

The research-to-results loop

01

Get instant market research

Ask any go-to-market question. Wovly researches the internet and delivers a brief with real data, real examples, and real tactics from companies like yours — in minutes, not days.

02

Run experiments, track signals

Turn research into action. Design lightweight experiments, collect real-world evidence, and watch your confidence score — a measure of how much evidence supports your strategy — update as results come in.

03

Execute with built-in tools

Use Wovly’s tools to take action: generate reports to align your team, find leads on public forums, roast your ideas before you commit, and research SEO keywords for content that ranks.

Stop researching in circles. Start following through.

Ask your first go-to-market question and get a research brief in minutes. Then let Wovly help you turn those insights into experiments, track results, and build a strategy that actually evolves.

Ask Your First Question

Free to use. No credit card required.

Built by product leaders from successfully acquired startups and Fortune 100 companies.