MarketingAI — go-to-market plan

Positioning

a 12-week go-to-market plan based on a curated marketing knowledge base

For Solo technical founders who built something with AI coding tools and have no idea how to get users, a 12-week go-to-market plan based on a curated marketing knowledge base is a go-to-market planning tool that integrates with users' existing AI provider, allowing them to build on top of their existing infrastructure and accelerate their growth, providing a structured approach to planning, and giving them a wealth of marketing knowledge and expertise to make informed decisions and avoid costly mistakes.

Segment. Solo technical founders who built something with AI coding tools and have no idea how to get users Market frame. A go-to-market planning tool that integrates with users' existing AI provider

Competitive alternatives

• ChatGPT prompts
• Marketing courses
• A freelance consultant at 2-5k, or nothing

What makes it different

Attribute	Value to the customer
Integration with user's AI provider	This allows founders to build on top of their existing infrastructure and accelerate their growth.
12-week go-to-market plan	This provides a structured approach to planning, allowing founders to create a clear roadmap and execute on it.
Curated marketing knowledge base	This provides a wealth of marketing knowledge and expertise, allowing founders to make informed decisions and avoid costly mistakes.

Personas

Alex Chen (primary)

Solo Technical Founder — Just finished building something with AI coding tools

Job to be done. Create a concrete plan to get users Measured on. Get 1000 users in the next 3 months

Proof that moves them

• case study

Where they look

• Stack Overflow
• Reddit r/MachineLearning

Maya Patel (secondary)

Solo Technical Founder — Realized she has no idea how to market her AI product

Job to be done. Get a marketing plan to execute Measured on. Increase website traffic by 50% in the next 2 months

Proof that moves them

• peer recommendation

Where they look

• Marketing blogs
• Industry events

Ethan Kim (secondary)

AI Researcher — Looking for a go-to-market planning tool to integrate with his existing AI infrastructure

Job to be done. Get a go-to-market plan that integrates with his existing AI infrastructure Measured on. Get 500 users in the next 6 months

Proof that moves them

• free trial

Where they look

• Academic publications
• AI research forums

Messaging

a 12-week go-to-market plan based on a curated marketing knowledge base

get a concrete plan to get users

Pillars

Pillar	Capability	Value	Proof
Plan Development	12-week go-to-market plan	structured approach to planning	case study
Marketing Knowledge	curated marketing knowledge base	wealth of marketing knowledge and expertise	free trial
AI Integration	integration with user's AI provider	accelerate growth by building on top of existing infrastructure	proofGaps

Objections

Proof we do not have yet

• AI Integration

Channels

Primary. Test targeting blogs / newsletters | Secondary. Test community

Channel	Role	Persona	Hours/wk	Cost/mo	First result	Kill if
Targeting blogs / newsletters	primary	Alex Chen	2	100	One to four weeks	Reach 50 new leads at cost of 5 USD each
Community	test	Maya Patel	1	50	2-6 weeks	Reach 100 new community members
Content + SEO	compounding	Ethan Kim	2	200	4-9 months	Reach top 3 for a keyword with 1000 searches per month

Targeting blogs / newsletters: first three actions

• Set up email newsletters to relevant blogs
• Create targeted ads on relevant blogs
• Monitor and adjust content to improve engagement Community: first three actions
• Set up community forum
• Engage with users through regular updates
• Monitor and adjust content to improve user engagement Content + SEO: first three actions
• Create high-quality content on relevant topics
• Optimize website for SEO
• Monitor and adjust content to improve search rankings

Not chosen, and why

Channel	Reason
Founder-led sales	too time-consuming and may lead to burnout
Paid search	high cost and uncertain ROI
Paid social	high cost and uncertain ROI

Pricing

Model. flat subscription

Tier	Price	Billing	For	Includes
Starter	USD 99	month	small teams	basic plan access
Premium	USD 299	month	medium teams	starter tier features, priority support, advanced analytics
Enterprise	USD 999	month	large teams	premium tier features, custom onboarding, dedicated account management

Why. Pricing on value and comparables, with a flat subscription model to track usage and revenue. How we will test it. Discounts given during the first 20 sales conversations will serve as a price test.

Metrics

North star. plans exported - The number of go-to-market plans created and exported by users Current: not measured → target: 50 plans per week. Counter-metric: share of plans still open after 30 days

Stage	Metric	Current	Target
Acquisition	free signup	not measured	5% of visitors
Activation	activation	not measured	40% of signups
Retention	day-30 retained	not measured	8% of installs
Revenue	revenue	not measured	10% of installs

Instrument before spending

• source attribution on signup
• activation event
• day-7 and day-30 return
• revenue by cohort

Experiments

Wk	Hypothesis	Metric	Target	Kill if	Days	ICE
1	Targeting blogs and newsletters will reach 50 new leads at a cost of 5 USD each.	cost per lead	50 new leads	Reach 50 new leads at cost of 5 USD each, or 5 USD for a single lead.	10	8/6/7
4	Building a community will reach 100 new community members.	new community members	100 new community members	Reach 100 new community members, or 100 members in 2-6 weeks.	20	9/7/8
8	Establishing thought leadership will reach top 3 for a keyword with 1000 searches per month.	search ranking	top 3 for a keyword with 1000 searches per month	Reach top 3 for a keyword with 1000 searches per month, or 1st place in 4-9 months.	40	10/8/9

Budget

USD 500 per month · reserve 18%

Category	Item	Cost/mo	Owner	Metric
channel	Targeting blogs / newsletters	100	Founder	cost per lead
channel	Community	50	Founder	new community members
channel	Content + SEO	200	Founder	search ranking
reserve	reserve	60	Founder	reserve

This budget is calculated based on the channels chosen, with the reserve as 18% of the total.

12-week timeline

Week 1: Foundation

Task	Owner	Metric	Channel
Write the landing page against the new positioning	Founder	activation rate	internal
Instrument source attribution on signup and activation event	Founder	source attribution	internal
Publish the three comparison pages	Founder	cost per lead	internal

Week 2: Foundation

Task	Owner	Metric	Channel
Create targeted ads on relevant blogs	Founder	cost per lead	Targeting blogs / newsletters
Set up email newsletters to relevant blogs	Founder	activation rate	Targeting blogs / newsletters
Create high-quality content on relevant topics	Founder	search ranking	Content + SEO

Week 3: Channel tests

Task	Owner	Metric	Channel
Test targeting blogs / newsletters with 1000 USD and a deadline of week 4	Founder	cost per lead	Targeting blogs / newsletters
Test community with 500 USD and a deadline of week 4	Founder	new community members	Community
Test content + SEO with 800 USD and a deadline of week 8	Founder	search ranking	Content + SEO

Week 4: Channel tests

Task	Owner	Metric	Channel
Monitor and adjust content to improve engagement for content + SEO	Founder	search ranking	Content + SEO
Engage with users through regular updates for community	Founder	new community members	Community
Read the tests and write the kill number for targeting blogs / newsletters	Founder	cost per lead	Targeting blogs / newsletters

Week 5: Channel tests

Task	Owner	Metric	Channel
Adjust targeting for targeting blogs / newsletters	Founder	cost per lead	Targeting blogs / newsletters
Monitor and adjust content to improve user engagement for community	Founder	new community members	Community
Prepare the evidence pack for the next milestone	Founder	search ranking	Content + SEO

Week 6: Channel tests

Task	Owner	Metric	Channel
Read the tests and write the kill number for community	Founder	new community members	Community
Adjust targeting for community	Founder	new community members	Community
Prepare the evidence pack for the next milestone	Founder	search ranking	Content + SEO

Week 7: Decide

Task	Owner	Metric	Channel
Read the tests and kill the loser without negotiating with yourself	Founder	cost per lead	internal
Rewrite the page and onboarding against the objections the tests surfaced	Founder	activation rate	internal
Prepare the evidence pack for the next milestone	Founder	search ranking	Content + SEO

Week 8: Decide

Task	Owner	Metric	Channel
Kill the loser without negotiating with yourself for community	Founder	new community members	Community
Adjust targeting for content + SEO	Founder	search ranking	Content + SEO
Prepare the evidence pack for the next milestone	Founder	cost per lead	Targeting blogs / newsletters

Week 9: Concentrate

Task	Owner	Metric	Channel
70% of effort into the surviving channel	Founder	cost per lead	internal
One retention or activation improvement shipped	Founder	activation rate	internal
Prepare the evidence pack for the next milestone	Founder	search ranking	Content + SEO

Week 10: Concentrate

Task	Owner	Metric	Channel
70% of effort into the surviving channel	Founder	cost per lead	internal
One retention or activation improvement shipped	Founder	activation rate	internal
Prepare the evidence pack for the next milestone	Founder	search ranking	Content + SEO

Week 11: Concentrate

Task	Owner	Metric	Channel
70% of effort into the surviving channel	Founder	cost per lead	internal
One retention or activation improvement shipped	Founder	activation rate	internal
Prepare the evidence pack for the next milestone	Founder	search ranking	Content + SEO

Week 12: Concentrate

Task	Owner	Metric	Channel
Launch the product	Founder	revenue	internal

Risks

Risk	Likelihood	Impact	Early warning	Mitigation
The community channel may not generate enough interest and leads	high	high	Week 3-4: No new community members sign up after testing with $500	Adjust targeting for community
The founder's time and budget may be misallocated	medium	high	Week 3-4: The 3rd test channel (content + SEO) has not started yet due to lack of resources	Reallocate time and budget to focus on the most promising channels
The content + SEO channel may not generate enough search ranking and traffic	high	high	Week 4-5: The content + SEO channel is not producing the expected search ranking and traffic	Adjust targeting for content + SEO
The founder's assumption that users will bring their own AI provider key may not be correct	medium	high	Week 1-2: Few users sign up with their own AI provider key, indicating a potential problem with the assumption	Test alternative scenarios for users bringing their own AI provider key

Fundraising

Next milestone. seed

What that stage needs

• repeatable acquisition channel
• early retention
• revenue or strong engagement

Where this plan falls short

• customer acquisition strategy
• activation rate
• revenue by cohort

This plan does not appear to be structured with fundraising in mind. The sections provided suggest a focus on product development and marketing channels. The founder's answers and the knowledge base suggest that they may be considering fundraising in the future, but there is no indication of an intention to raise. This section will remain brief and focused on the given constraints.